diff --git a/changelog/320.feature.md b/changelog/320.feature.md new file mode 100644 index 000000000..c6fbb2bfb --- /dev/null +++ b/changelog/320.feature.md @@ -0,0 +1 @@ +Added ESMValTool ENSO diagnostics. diff --git a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/dataset_registry/data.txt b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/dataset_registry/data.txt index a19be9b5d..b6b8e1df0 100644 --- a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/dataset_registry/data.txt +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/dataset_registry/data.txt @@ -1,3 +1,4 @@ +ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc 4dd4678b79ef139446c8406da5aae4fed210abb2f2160ef95f6988bf83e4525b ESMValTool/OBS/Tier2/CERES-EBAF/OBS_CERES-EBAF_sat_Ed4.2_Amon_rlut_200003-202311.nc ede887cf2d83c848a0d71316799232e4d717662bd2f78d5aa1fc166b41d9953b ESMValTool/OBS/Tier2/CERES-EBAF/OBS_CERES-EBAF_sat_Ed4.2_Amon_rlutcs_200003-202311.nc e70e3273092edf01527970693271641fc6474d1974887d7d272e7d656bab83c2 ESMValTool/OBS/Tier2/CERES-EBAF/OBS_CERES-EBAF_sat_Ed4.2_Amon_rsut_200003-202311.nc e31e648886c4fa9c09686672a06ab18fbba687ff0d6de2891616d4c8b74e215d @@ -84,3 +85,5 @@ ESMValTool/OBS/Tier2/OSI-450-sh/OBS_OSI-450-sh_reanaly_v3_OImon_sic_201101-20111 ESMValTool/OBS/Tier2/OSI-450-sh/OBS_OSI-450-sh_reanaly_v3_OImon_sic_201201-201212.nc 86187c3d1174053f2cba6dad010af49ceab77d368aa9314bf53c330b5f2217b9 ESMValTool/OBS/Tier2/OSI-450-sh/OBS_OSI-450-sh_reanaly_v3_OImon_sic_201301-201312.nc 8820353570884b2ef182caaffb5986ed6268bbe199fd867f61b56e798ca01f1a ESMValTool/OBS/Tier2/OSI-450-sh/OBS_OSI-450-sh_reanaly_v3_OImon_sic_201401-201412.nc 7102d0db3dc02c5b0eb0cfe3535ee50171007ef5b43eb9aae1220ac21b0b98e9 +ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc bf313e661b42341d5090038b501ed1ff09e58201009c3fccfe45b78e116fdd78 +ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc 5f10a5a2aa47f5d21378ad3178bf8e4b577b0ed72ef8402dc04f5ff6fc99ec07 diff --git a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/__init__.py b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/__init__.py index 646657513..43babd5b3 100644 --- a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/__init__.py +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/__init__.py @@ -3,6 +3,7 @@ from climate_ref_esmvaltool.diagnostics.climate_at_global_warming_levels import ClimateAtGlobalWarmingLevels from climate_ref_esmvaltool.diagnostics.cloud_radiative_effects import CloudRadiativeEffects from climate_ref_esmvaltool.diagnostics.ecs import EquilibriumClimateSensitivity +from climate_ref_esmvaltool.diagnostics.enso import ENSOBasicClimatology, ENSOCharacteristics from climate_ref_esmvaltool.diagnostics.example import GlobalMeanTimeseries from climate_ref_esmvaltool.diagnostics.sea_ice_area_basic import SeaIceAreaBasic from climate_ref_esmvaltool.diagnostics.tcr import TransientClimateResponse @@ -12,6 +13,8 @@ __all__ = [ "ClimateAtGlobalWarmingLevels", "CloudRadiativeEffects", + "ENSOBasicClimatology", + "ENSOCharacteristics", "EquilibriumClimateSensitivity", "GlobalMeanTimeseries", "SeaIceAreaBasic", diff --git a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/base.py b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/base.py index d04a7ee14..bbc312a74 100644 --- a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/base.py +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/base.py @@ -101,15 +101,17 @@ def build_cmd(self, definition: ExecutionDefinition) -> Iterable[str]: config = { "drs": { "CMIP6": "ESGF", + "obs4MIPs": "ESGF", }, "output_dir": str(definition.to_output_path("executions")), "rootpath": { - "default": str(climate_data), + "CMIP6": str(climate_data), + "obs4MIPs": str(climate_data), }, "search_esgf": "never", } - # Configure the paths to OBS/OBS6/native6 data + # Configure the paths to OBS/OBS6/native6 and non-compliant obs4MIPs data registry = dataset_registry_manager["esmvaltool"] data_dir = registry.abspath / "ESMValTool" # type: ignore[attr-defined] if not data_dir.exists(): @@ -129,10 +131,14 @@ def build_cmd(self, definition: ExecutionDefinition) -> Iterable[str]: config["rootpath"].update( # type: ignore[attr-defined] { "OBS": str(data_dir / "OBS"), - "OBS6": str(data_dir / "OBS6"), + "OBS6": str(data_dir / "OBS"), "native6": str(data_dir / "RAWOBS"), } ) + config["rootpath"]["obs4MIPs"] = [ # type: ignore[index] + config["rootpath"]["obs4MIPs"], # type: ignore[index] + str(data_dir), + ] config_dir = definition.to_output_path("config") config_dir.mkdir() diff --git a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso.py b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso.py new file mode 100644 index 000000000..122f1de31 --- /dev/null +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso.py @@ -0,0 +1,155 @@ +from pathlib import Path + +import pandas +import pandas as pd + +from climate_ref_core.constraints import ( + AddSupplementaryDataset, + RequireContiguousTimerange, + RequireFacets, + RequireOverlappingTimerange, +) +from climate_ref_core.datasets import ExecutionDatasetCollection, FacetFilter, SourceDatasetType +from climate_ref_core.diagnostics import DataRequirement +from climate_ref_core.pycmec.metric import CMECMetric, MetricCV +from climate_ref_core.pycmec.output import CMECOutput +from climate_ref_esmvaltool.diagnostics.base import ESMValToolDiagnostic +from climate_ref_esmvaltool.recipe import dataframe_to_recipe +from climate_ref_esmvaltool.types import MetricBundleArgs, OutputBundleArgs, Recipe + + +class ENSOBasicClimatology(ESMValToolDiagnostic): + """ + Calculate the ENSO CLIVAR metrics - background climatology. + """ + + name = "ENSO Basic Climatology" + slug = "enso-basic-climatology" + base_recipe = "ref/recipe_enso_basicclimatology.yml" + + variables = ( + "pr", + "tos", + "tauu", + ) + data_requirements = ( + DataRequirement( + source_type=SourceDatasetType.CMIP6, + filters=( + FacetFilter( + facets={ + "variable_id": variables, + "experiment_id": "historical", + }, + ), + ), + group_by=("source_id", "member_id", "grid_label"), + constraints=( + RequireFacets("variable_id", variables), + RequireContiguousTimerange(group_by=("instance_id",)), + RequireOverlappingTimerange(group_by=("instance_id",)), + ), + ), + ) + facets = () + + @staticmethod + def update_recipe(recipe: Recipe, input_files: pandas.DataFrame) -> None: + """Update the recipe.""" + recipe_variables = dataframe_to_recipe(input_files) + recipe.pop("datasets") + for diagnostic in recipe["diagnostics"].values(): + for variable in diagnostic["variables"].values(): + variable["additional_datasets"].extend( + recipe_variables[variable["short_name"]]["additional_datasets"] + ) + + +class ENSOCharacteristics(ESMValToolDiagnostic): + """ + Calculate the ENSO CLIVAR metrics - basic ENSO characteristics. + """ + + name = "ENSO Characteristics" + slug = "enso-characteristics" + base_recipe = "ref/recipe_enso_characteristics.yml" + + data_requirements = ( + DataRequirement( + source_type=SourceDatasetType.CMIP6, + filters=( + FacetFilter( + facets={ + "variable_id": "tos", + "experiment_id": "historical", + }, + ), + ), + group_by=("source_id", "member_id", "grid_label"), + constraints=( + RequireFacets("variable_id", ("tos",)), + RequireContiguousTimerange(group_by=("instance_id",)), + RequireOverlappingTimerange(group_by=("instance_id",)), + AddSupplementaryDataset.from_defaults("areacello", SourceDatasetType.CMIP6), + ), + ), + ) + facets = ("grid_label", "member_id", "source_id", "region", "metric") + + @staticmethod + def update_recipe(recipe: Recipe, input_files: pandas.DataFrame) -> None: + """Update the recipe.""" + recipe_variables = dataframe_to_recipe(input_files) + recipe["datasets"] = recipe_variables["tos"]["additional_datasets"] + # TODO: update the observational data requirement once available on ESGF. + # Observations - use only one per run + recipe["datasets"].append( + # { + # "dataset": "NOAA-ERSSTv5", + # "version": "v5", + # "project": "OBS6", + # "type": "reanaly", + # "tier": 2, + # } + { + "dataset": "TROPFLUX", + "version": "v1", + "project": "OBS6", + "type": "reanaly", + "tier": 2, + } + ) + + @staticmethod + def format_result( + result_dir: Path, + execution_dataset: ExecutionDatasetCollection, + metric_args: MetricBundleArgs, + output_args: OutputBundleArgs, + ) -> tuple[CMECMetric, CMECOutput]: + """Format the result.""" + metrics = pd.read_csv( + result_dir / "work" / "diagnostic_metrics" / "plot_script" / "matrix.csv", + names=["dataset", "metric_name", "metric_value"], + ) + + # Update the diagnostic bundle arguments with the computed diagnostics. + metric_args[MetricCV.DIMENSIONS.value] = { + "json_structure": [ + "region", + "metric", + ], + "region": {"global": {}}, + "metric": {metric: {} for metric in metrics.metric_name}, + } + metric_args[MetricCV.RESULTS.value] = { + "global": { + metric_name: metric_value + for metric_name, metric_value in zip( + metrics.metric_name, + metrics.metric_value, + ) + }, + } + + return CMECMetric.model_validate(metric_args), CMECOutput.model_validate(output_args) diff --git a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipes.txt b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipes.txt index 504f1762d..d3f259447 100644 --- a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipes.txt +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipes.txt @@ -4,5 +4,7 @@ recipe_ecs.yml 0cc57034fcb64e32015b4ff949ece5df8cdb8c6f493618b50cede recipe_tcr.yml 35f9ef035a4e71aff5cac5dd26c49da2162fc00291bf3b0bd16b661b7b2f606b recipe_tcre.yml 48fc9e3baf541bbcef7491853ea3a774053771dca33352b41466425faeaa38af recipe_zec.yml b0af7f789b7610ab3f29a6617124aa40c40866ead958204fc199eaf82863de51 +ref/recipe_enso_basicclimatology.yml 9ea7deb7ee668e39ac44618b96496d898bd82285c22dcee4fce4695e0c9fa82b +ref/recipe_enso_characteristics.yml 34c2518b138068ac96d212910b979d54a8fcedee2c0089b5acd56a42c41dc3e4 ref/recipe_ref_cre.yml 4f35d9639f1008be3b5382a5bd8933a855cb5368ccf5d04a1c70227172e2e82c ref/recipe_ref_sea_ice_area_basic.yml 7d01a8527880663ca28284772f83a8356d9972fb4f022a4000e50a56ce044b09 diff --git a/packages/climate-ref-esmvaltool/tests/unit/diagnostics/input_files_enso_characteristics.json b/packages/climate-ref-esmvaltool/tests/unit/diagnostics/input_files_enso_characteristics.json new file mode 100644 index 000000000..ee7d3e2c5 --- /dev/null +++ b/packages/climate-ref-esmvaltool/tests/unit/diagnostics/input_files_enso_characteristics.json @@ -0,0 +1,142 @@ +{ + "start_time":{ + "1":"1850-01-16T12:00:00.000", + "109":null + }, + "end_time":{ + "1":"2014-12-16T12:00:00.000", + "109":null + }, + "path":{ + "1":"\/home\/bandela\/climate_data\/CMIP6\/CMIP\/CSIRO\/ACCESS-ESM1-5\/historical\/r1i1p1f1\/Omon\/tos\/gn\/v20191115\/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc", + "109":"\/home\/bandela\/climate_data\/CMIP6\/CMIP\/CSIRO\/ACCESS-ESM1-5\/historical\/r1i1p1f1\/Ofx\/areacello\/gn\/v20191115\/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc" + }, + "activity_id":{ + "1":"CMIP", + "109":"CMIP" + }, + "branch_method":{ + "1":"standard", + "109":"standard" + }, + "branch_time_in_child":{ + "1":0.0, + "109":0.0 + }, + "branch_time_in_parent":{ + "1":21915.0, + "109":21915.0 + }, + "experiment":{ + "1":"all-forcing simulation of the recent past", + "109":"all-forcing simulation of the recent past" + }, + "experiment_id":{ + "1":"historical", + "109":"historical" + }, + "frequency":{ + "1":"mon", + "109":"fx" + }, + "grid":{ + "1":"native atmosphere N96 grid (145x192 latxlon)", + "109":"native atmosphere N96 grid (145x192 latxlon)" + }, + "grid_label":{ + "1":"gn", + "109":"gn" + }, + "institution_id":{ + "1":"CSIRO", + "109":"CSIRO" + }, + "nominal_resolution":{ + "1":"250 km", + "109":"250 km" + }, + "parent_activity_id":{ + "1":"CMIP", + "109":"CMIP" + }, + "parent_experiment_id":{ + "1":"piControl", + "109":"piControl" + }, + "parent_source_id":{ + "1":"ACCESS-ESM1-5", + "109":"ACCESS-ESM1-5" + }, + "parent_time_units":{ + "1":"days since 0101-1-1", + "109":"days since 0101-1-1" + }, + "parent_variant_label":{ + "1":"r1i1p1f1", + "109":"r1i1p1f1" + }, + "product":{ + "1":"model-output", + "109":"model-output" + }, + "realm":{ + "1":"ocean", + "109":"ocean" + }, + "source_id":{ + "1":"ACCESS-ESM1-5", + "109":"ACCESS-ESM1-5" + }, + "source_type":{ + "1":"AOGCM", + "109":"AOGCM" + }, + "sub_experiment":{ + "1":"none", + "109":"none" + }, + "sub_experiment_id":{ + "1":"none", + "109":"none" + }, + "table_id":{ + "1":"Omon", + "109":"Ofx" + }, + "variable_id":{ + "1":"tos", + "109":"areacello" + }, + "variant_label":{ + "1":"r1i1p1f1", + "109":"r1i1p1f1" + }, + "member_id":{ + "1":"r1i1p1f1", + "109":"r1i1p1f1" + }, + "vertical_levels":{ + "1":1, + "109":1 + }, + "version":{ + "1":"v20191115", + "109":"v20191115" + }, + "standard_name":{ + "1":"sea_surface_temperature", + "109":"cell_area" + }, + "long_name":{ + "1":"Sea Surface Temperature", + "109":"Grid-Cell Area for Ocean Variables" + }, + "units":{ + "1":"degC", + "109":"m2" + }, + "instance_id":{ + "1":"CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical.r1i1p1f1.Omon.tos.gn.v20191115", + "109":"CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical.r1i1p1f1.Ofx.areacello.gn.v20191115" + } +} diff --git a/packages/climate-ref-esmvaltool/tests/unit/diagnostics/input_files_enso_climatology.json b/packages/climate-ref-esmvaltool/tests/unit/diagnostics/input_files_enso_climatology.json new file mode 100644 index 000000000..203ab8cd5 --- /dev/null +++ b/packages/climate-ref-esmvaltool/tests/unit/diagnostics/input_files_enso_climatology.json @@ -0,0 +1,177 @@ +{ + "start_time":{ + "31":"1850-01-16T12:00:00.000", + "39":"1850-01-16T12:00:00.000", + "1":"1850-01-16T12:00:00.000" + }, + "end_time":{ + "31":"2014-12-16T12:00:00.000", + "39":"2014-12-16T12:00:00.000", + "1":"2014-12-16T12:00:00.000" + }, + "path":{ + "31":"\/home\/bandela\/.esgf\/CMIP6\/CMIP\/CSIRO\/ACCESS-ESM1-5\/historical\/r1i1p1f1\/Amon\/pr\/gn\/v20191115\/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc", + "39":"\/home\/bandela\/.esgf\/CMIP6\/CMIP\/CSIRO\/ACCESS-ESM1-5\/historical\/r1i1p1f1\/Amon\/tauu\/gn\/v20191115\/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc", + "1":"\/home\/bandela\/climate_data\/CMIP6\/CMIP\/CSIRO\/ACCESS-ESM1-5\/historical\/r1i1p1f1\/Omon\/tos\/gn\/v20191115\/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc" + }, + "activity_id":{ + "31":"CMIP", + "39":"CMIP", + "1":"CMIP" + }, + "branch_method":{ + "31":"standard", + "39":"standard", + "1":"standard" + }, + "branch_time_in_child":{ + "31":0.0, + "39":0.0, + "1":0.0 + }, + "branch_time_in_parent":{ + "31":21915.0, + "39":21915.0, + "1":21915.0 + }, + "experiment":{ + "31":"all-forcing simulation of the recent past", + "39":"all-forcing simulation of the recent past", + "1":"all-forcing simulation of the recent past" + }, + "experiment_id":{ + "31":"historical", + "39":"historical", + "1":"historical" + }, + "frequency":{ + "31":"mon", + "39":"mon", + "1":"mon" + }, + "grid":{ + "31":"native atmosphere N96 grid (145x192 latxlon)", + "39":"native atmosphere N96 grid (145x192 latxlon)", + "1":"native atmosphere N96 grid (145x192 latxlon)" + }, + "grid_label":{ + "31":"gn", + "39":"gn", + "1":"gn" + }, + "institution_id":{ + "31":"CSIRO", + "39":"CSIRO", + "1":"CSIRO" + }, + "nominal_resolution":{ + "31":"250 km", + "39":"250 km", + "1":"250 km" + }, + "parent_activity_id":{ + "31":"CMIP", + "39":"CMIP", + "1":"CMIP" + }, + "parent_experiment_id":{ + "31":"piControl", + "39":"piControl", + "1":"piControl" + }, + "parent_source_id":{ + "31":"ACCESS-ESM1-5", + "39":"ACCESS-ESM1-5", + "1":"ACCESS-ESM1-5" + }, + "parent_time_units":{ + "31":"days since 0101-1-1", + "39":"days since 0101-1-1", + "1":"days since 0101-1-1" + }, + "parent_variant_label":{ + "31":"r1i1p1f1", + "39":"r1i1p1f1", + "1":"r1i1p1f1" + }, + "product":{ + "31":"model-output", + "39":"model-output", + "1":"model-output" + }, + "realm":{ + "31":"atmos", + "39":"atmos", + "1":"ocean" + }, + "source_id":{ + "31":"ACCESS-ESM1-5", + "39":"ACCESS-ESM1-5", + "1":"ACCESS-ESM1-5" + }, + "source_type":{ + "31":"AOGCM", + "39":"AOGCM", + "1":"AOGCM" + }, + "sub_experiment":{ + "31":"none", + "39":"none", + "1":"none" + }, + "sub_experiment_id":{ + "31":"none", + "39":"none", + "1":"none" + }, + "table_id":{ + "31":"Amon", + "39":"Amon", + "1":"Omon" + }, + "variable_id":{ + "31":"pr", + "39":"tauu", + "1":"tos" + }, + "variant_label":{ + "31":"r1i1p1f1", + "39":"r1i1p1f1", + "1":"r1i1p1f1" + }, + "member_id":{ + "31":"r1i1p1f1", + "39":"r1i1p1f1", + "1":"r1i1p1f1" + }, + "vertical_levels":{ + "31":1, + "39":1, + "1":1 + }, + "version":{ + "31":"v20191115", + "39":"v20191115", + "1":"v20191115" + }, + "standard_name":{ + "31":"precipitation_flux", + "39":"surface_downward_eastward_stress", + "1":"sea_surface_temperature" + }, + "long_name":{ + "31":"Precipitation", + "39":"Surface Downward Eastward Wind Stress", + "1":"Sea Surface Temperature" + }, + "units":{ + "31":"kg m-2 s-1", + "39":"Pa", + "1":"degC" + }, + "instance_id":{ + "31":"CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical.r1i1p1f1.Amon.pr.gn.v20191115", + "39":"CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical.r1i1p1f1.Amon.tauu.gn.v20191115", + "1":"CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical.r1i1p1f1.Omon.tos.gn.v20191115" + } +} diff --git a/packages/climate-ref-esmvaltool/tests/unit/diagnostics/test_base.py b/packages/climate-ref-esmvaltool/tests/unit/diagnostics/test_base.py index 36511452a..2cf384adf 100644 --- a/packages/climate-ref-esmvaltool/tests/unit/diagnostics/test_base.py +++ b/packages/climate-ref-esmvaltool/tests/unit/diagnostics/test_base.py @@ -41,7 +41,7 @@ def test_build_cmd(mocker, tmp_path, metric_definition, mock_diagnostic, data_di assert cmd == ["esmvaltool", "run", f"--config-dir={config_dir}", f"{recipe}"] assert (output_dir / "climate_data").is_dir() config = yaml.load((config_dir / "config.yml").read_text(encoding="utf-8")) - assert len(config["rootpath"]) == 4 if data_dir_exists else 1 + assert len(config["rootpath"]) == 5 if data_dir_exists else 1 def test_build_metric_result(metric_definition, mock_diagnostic): diff --git a/packages/climate-ref-esmvaltool/tests/unit/diagnostics/test_enso.py b/packages/climate-ref-esmvaltool/tests/unit/diagnostics/test_enso.py new file mode 100644 index 000000000..ffaf4f6e6 --- /dev/null +++ b/packages/climate-ref-esmvaltool/tests/unit/diagnostics/test_enso.py @@ -0,0 +1,47 @@ +from pathlib import Path + +import pandas +from climate_ref_esmvaltool.diagnostics import ENSOBasicClimatology, ENSOCharacteristics +from climate_ref_esmvaltool.recipe import load_recipe + + +def test_enso_basicclimatology_update_recipe(): + # Insert the following code in CloudRadiativeEffects.update_recipe to + # save an example input dataframe: + # input_files.to_json(Path("input_files_enso_climatology.json"), indent=4, date_format="iso") + input_files = pandas.read_json(Path(__file__).parent / "input_files_enso_climatology.json") + recipe = load_recipe("ref/recipe_enso_basicclimatology.yml") + ENSOBasicClimatology().update_recipe(recipe, input_files) + assert "datasets" not in recipe + for diagnostic in recipe["diagnostics"].values(): + for variable in diagnostic["variables"].values(): + assert variable["additional_datasets"][-1]["dataset"] == "ACCESS-ESM1-5" + + +def test_enso_characteristics_update_recipe(): + # Insert the following code in CloudRadiativeEffects.update_recipe to + # save an example input dataframe: + # input_files.to_json(Path("input_files_enso_characteristics.json"), indent=4, date_format="iso") + input_files = pandas.read_json(Path(__file__).parent / "input_files_enso_characteristics.json") + recipe = load_recipe("ref/recipe_enso_characteristics.yml") + ENSOCharacteristics().update_recipe(recipe, input_files) + assert recipe["datasets"] == [ + { + "activity": "CMIP", + "dataset": "ACCESS-ESM1-5", + "ensemble": "r1i1p1f1", + "exp": "historical", + "grid": "gn", + "institute": "CSIRO", + "mip": "Omon", + "project": "CMIP6", + "timerange": "18500116T120000/20141216T120000", + }, + { + "dataset": "TROPFLUX", + "project": "OBS6", + "tier": 2, + "type": "reanaly", + "version": "v1", + }, + ] diff --git a/packages/climate-ref-esmvaltool/tests/unit/test_provider.py b/packages/climate-ref-esmvaltool/tests/unit/test_provider.py index bc76bbc85..16f37a5d5 100644 --- a/packages/climate-ref-esmvaltool/tests/unit/test_provider.py +++ b/packages/climate-ref-esmvaltool/tests/unit/test_provider.py @@ -8,10 +8,11 @@ def test_provider(): assert provider.slug == "esmvaltool" assert provider.version == __version__ - metric_modules = importlib.resources.files("climate_ref_esmvaltool").glob("diagnostics/*.py") - ignore = { - "__init__.py", - "base.py", + diagnostic_modules = importlib.resources.files("climate_ref_esmvaltool").glob("diagnostics/*.py") + diagnostics_per_module = { + "__init__.py": 0, + "base.py": 0, + "enso.py": 2, } - n_metric_modules = len([f for f in metric_modules if f.name not in ignore]) - assert len(provider) == n_metric_modules + n_diagnostics = sum(diagnostics_per_module.get(f.name, 1) for f in diagnostic_modules) + assert len(provider) == n_diagnostics diff --git a/packages/climate-ref/src/climate_ref/cli/datasets.py b/packages/climate-ref/src/climate_ref/cli/datasets.py index baf511ddf..27fe14ca4 100644 --- a/packages/climate-ref/src/climate_ref/cli/datasets.py +++ b/packages/climate-ref/src/climate_ref/cli/datasets.py @@ -34,7 +34,12 @@ def list_( ] = SourceDatasetType.CMIP6.value, # type: ignore column: Annotated[list[str] | None, typer.Option()] = None, include_files: bool = typer.Option(False, help="Include files in the output"), - limit: int = typer.Option(100, help="Limit the number of rows to display"), + limit: int = typer.Option( + 100, + help=( + "Limit the number of datasets (or files when using --include-files) to display to this number." + ), + ), ) -> None: """ List the datasets that have been ingested diff --git a/packages/climate-ref/src/climate_ref/testing.py b/packages/climate-ref/src/climate_ref/testing.py index 8be721d24..20fc72f17 100644 --- a/packages/climate-ref/src/climate_ref/testing.py +++ b/packages/climate-ref/src/climate_ref/testing.py @@ -105,7 +105,7 @@ def validate_result(diagnostic: Diagnostic, config: Config, result: ExecutionRes metric_bundle = CMECMetric.load_from_json(result.to_output_path(result.metric_bundle_filename)) CMECMetric.model_validate(metric_bundle) bundle_dimensions = tuple(metric_bundle.DIMENSIONS.root["json_structure"]) - assert diagnostic.facets == bundle_dimensions, bundle_dimensions + assert diagnostic.facets == bundle_dimensions CMECOutput.load_from_json(result.to_output_path(result.output_bundle_filename)) # Create a fake log file if one doesn't exist diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/config/config.yml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/config/config.yml new file mode 100644 index 000000000..b7a954b20 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/config/config.yml @@ -0,0 +1,18 @@ +drs: + CMIP6: ESGF + obs4MIPs: ESGF + OBS: default + OBS6: default + native6: default +output_dir: + /executions +rootpath: + CMIP6: + /climate_data + obs4MIPs: + - /climate_data + - /home/bandela/.cache/climate_ref/ESMValTool + OBS: /home/bandela/.cache/climate_ref/ESMValTool/OBS + OBS6: /home/bandela/.cache/climate_ref/ESMValTool/OBS + native6: /home/bandela/.cache/climate_ref/ESMValTool/RAWOBS +search_esgf: never diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/diagnostic.json b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/diagnostic.json new file mode 100644 index 000000000..30503d8c2 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/diagnostic.json @@ -0,0 +1,9 @@ +{ + "DIMENSIONS": { + "json_structure": [] + }, + "RESULTS": {}, + "PROVENANCE": null, + "DISCLAIMER": null, + "NOTES": null +} \ No newline at end of file diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/index.html b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/index.html new file mode 100644 index 000000000..6321ba494 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/index.html @@ -0,0 +1,868 @@ + + + + + + + + Recipe + + + + + + + + + +
+
+ ESMValTool logo. +
+
+ +

Reproducing ENSO CLIVAR metrics - background climatology

+ +

+ ENSO CLIVAR metrics by Yann Planton, background climatology for REF +

+ +

Authors

+ + + +

Maintainers

+ + + +

Projects

+ +
    + +
+ +

References

+ +
    + +
+ + + + + +
+ + +
+

Diagnostic_Metrics

+

run preprocessors on variables for background climatology metrics

+ + + + +

Diagnostic Metrics: Plot Script

+ + + +
+
+ + Zonal bias in the time-mean precipitation structure across the equatorial Pacific (averaged between 5°S-5°N), illustrating the increased precipitation in the eastern Pacific and decreased precipitation in the western Pacific. + +
+ Zonal bias in the time-mean precipitation structure across the equatorial Pacific (averaged between 5°S-5°N), illustrating the increased precipitation in the eastern Pacific and decreased precipitation in the western Pacific. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Zonal bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific (averaged between 5°S-5°N). + +
+ Zonal bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific (averaged between 5°S-5°N). +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Zonal bias in the sea surface temperature structure across the equatorial Pacific (averaged between 5°S-5°N), primarily illustrating the cold tongue bias (typically warmer near South America and cooler further west). + +
+ Zonal bias in the sea surface temperature structure across the equatorial Pacific (averaged between 5°S-5°N), primarily illustrating the cold tongue bias (typically warmer near South America and cooler further west). +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Zonal bias in the amplitude of the mean seasonal cycle of sea surface temperature in the equatorial Pacific (averaged between 5°S-5°N). + +
+ Zonal bias in the amplitude of the mean seasonal cycle of sea surface temperature in the equatorial Pacific (averaged between 5°S-5°N). +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Zonal bias in the structure of zonal wind stress across the equatorial Pacific (averaged between 5°S-5°N), primarily highlighting the trade winds bias (typically weaker circulation in the central Pacific and stronger in the western Pacific). + +
+ Zonal bias in the structure of zonal wind stress across the equatorial Pacific (averaged between 5°S-5°N), primarily highlighting the trade winds bias (typically weaker circulation in the central Pacific and stronger in the western Pacific). +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress in the equatorial Pacific (averaged between 5°S-5°N). + +
+ Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress in the equatorial Pacific (averaged between 5°S-5°N). +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Meridional bias in the time-mean precipitation structure across the eastern Pacific (averaged between 150-90°W), primarily illustrating the double intertropical convergence zone (ITCZ) bias. + +
+ Meridional bias in the time-mean precipitation structure across the eastern Pacific (averaged between 150-90°W), primarily illustrating the double intertropical convergence zone (ITCZ) bias. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Meridional bias in the amplitude of the mean seasonal precipitation cycle in the eastern Pacific (averaged between 150-90°W). + +
+ Meridional bias in the amplitude of the mean seasonal precipitation cycle in the eastern Pacific (averaged between 150-90°W). +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + + +

Data files

+ +
+
+
    + + +
  • + Zonal bias in the time-mean precipitation structure across the equatorial Pacific (averaged between 5°S-5°N), illustrating the increased precipitation in the eastern Pacific and decreased precipitation in the western Pacific. | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific (averaged between 5°S-5°N). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the sea surface temperature structure across the equatorial Pacific (averaged between 5°S-5°N), primarily illustrating the cold tongue bias (typically warmer near South America and cooler further west). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the amplitude of the mean seasonal cycle of sea surface temperature in the equatorial Pacific (averaged between 5°S-5°N). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the structure of zonal wind stress across the equatorial Pacific (averaged between 5°S-5°N), primarily highlighting the trade winds bias (typically weaker circulation in the central Pacific and stronger in the western Pacific). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress in the equatorial Pacific (averaged between 5°S-5°N). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Meridional bias in the time-mean precipitation structure across the eastern Pacific (averaged between 150-90°W), primarily illustrating the double intertropical convergence zone (ITCZ) bias. | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Meridional bias in the amplitude of the mean seasonal precipitation cycle in the eastern Pacific (averaged between 150-90°W). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the time-mean precipitation structure across the equatorial Pacific (averaged between 5°S-5°N), illustrating the increased precipitation in the eastern Pacific and decreased precipitation in the western Pacific. | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific (averaged between 5°S-5°N). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Meridional bias in the time-mean precipitation structure across the eastern Pacific (averaged between 150-90°W), primarily illustrating the double intertropical convergence zone (ITCZ) bias. | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Meridional bias in the amplitude of the mean seasonal precipitation cycle in the eastern Pacific (averaged between 150-90°W). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the sea surface temperature structure across the equatorial Pacific (averaged between 5°S-5°N), primarily illustrating the cold tongue bias (typically warmer near South America and cooler further west). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the amplitude of the mean seasonal cycle of sea surface temperature in the equatorial Pacific (averaged between 5°S-5°N). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the structure of zonal wind stress across the equatorial Pacific (averaged between 5°S-5°N), primarily highlighting the trade winds bias (typically weaker circulation in the central Pacific and stronger in the western Pacific). | + download | + references | + extra data citation | + provenance +
    • + + + +
  • + Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress in the equatorial Pacific (averaged between 5°S-5°N). | + download | + references | + extra data citation | + provenance +
    • + + +
+
+
+ + + +
+ + + +
+

Diagnostic_Level2

+

run preprocessors on variables for background climatology diagnostic level 2

+ + + + +

Diagnostic Level2: Plot Script

+ + + +
+
+ + Time-mean precipitation bias in the equatorial Pacific, primarily highlighting the double intertropical convergence zone (ITCZ) bias. + +
+ Time-mean precipitation bias in the equatorial Pacific, primarily highlighting the double intertropical convergence zone (ITCZ) bias. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific. + +
+ Bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Time-mean zonal wind stress bias in the equatorial Pacific. + +
+ Time-mean zonal wind stress bias in the equatorial Pacific. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Time-mean sea surface temperature bias in the equatorial Pacific. + +
+ Time-mean sea surface temperature bias in the equatorial Pacific. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + + +

Data files

+ +
+
+ +
+
+ + + +
+ + +
+ +

Files

+ +

+ main_log.txt | + main_log_debug.txt | + recipe.yml | + figures | + data +

+ + + + + + \ No newline at end of file diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2.png new file mode 100644 index 000000000..50450b088 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_provenance.xml new file mode 100644 index 000000000..56fc72847 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_provenance.xml @@ -0,0 +1,626 @@ + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + Time-mean precipitation bias in the equatorial Pacific, primarily highlighting the double intertropical convergence zone (ITCZ) bias. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2.png new file mode 100644 index 000000000..de7d56118 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_provenance.xml new file mode 100644 index 000000000..31779fd3a --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_provenance.xml @@ -0,0 +1,626 @@ + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + Bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2.png new file mode 100644 index 000000000..9c634c882 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_provenance.xml new file mode 100644 index 000000000..b75d2315a --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_provenance.xml @@ -0,0 +1,626 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + Time-mean zonal wind stress bias in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2.png new file mode 100644 index 000000000..2fb16c697 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_provenance.xml new file mode 100644 index 000000000..bb2b3ec70 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_provenance.xml @@ -0,0 +1,626 @@ + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + Time-mean sea surface temperature bias in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias.png new file mode 100644 index 000000000..2e700f695 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_provenance.xml new file mode 100644 index 000000000..6a698d116 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + Zonal bias in the time-mean precipitation structure across the equatorial Pacific (averaged between 5°S-5°N), illustrating the increased precipitation in the eastern Pacific and decreased precipitation in the western Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle.png new file mode 100644 index 000000000..96edc8483 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_provenance.xml new file mode 100644 index 000000000..f6a33d27f --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + Zonal bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias.png new file mode 100644 index 000000000..bb84dd32d Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_provenance.xml new file mode 100644 index 000000000..4ffec9f13 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + Zonal bias in the sea surface temperature structure across the equatorial Pacific (averaged between 5°S-5°N), primarily illustrating the cold tongue bias (typically warmer near South America and cooler further west). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle.png new file mode 100644 index 000000000..087b93c69 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_provenance.xml new file mode 100644 index 000000000..2dc4404ae --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + Zonal bias in the amplitude of the mean seasonal cycle of sea surface temperature in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias.png new file mode 100644 index 000000000..74c6e4d92 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_provenance.xml new file mode 100644 index 000000000..e15d64063 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + Zonal bias in the structure of zonal wind stress across the equatorial Pacific (averaged between 5°S-5°N), primarily highlighting the trade winds bias (typically weaker circulation in the central Pacific and stronger in the western Pacific). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle.png new file mode 100644 index 000000000..92e40de45 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_provenance.xml new file mode 100644 index 000000000..31030f2c7 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double.png new file mode 100644 index 000000000..28ab50482 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_provenance.xml new file mode 100644 index 000000000..ba2d11fa8 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + Meridional bias in the time-mean precipitation structure across the eastern Pacific (averaged between 150-90°W), primarily illustrating the double intertropical convergence zone (ITCZ) bias. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + + + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle.png b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle.png new file mode 100644 index 000000000..17ac4b3a9 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_provenance.xml new file mode 100644 index 000000000..f877b8af2 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + Meridional bias in the amplitude of the mean seasonal precipitation cycle in the eastern Pacific (averaged between 150-90°W). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/cmor_log.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/cmor_log.txt new file mode 100644 index 000000000..2ab0c08d5 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/cmor_log.txt @@ -0,0 +1,9 @@ +WARNING [7938] There were warnings in variable tauu: + tauu: attribute positive not present +loaded from file +WARNING [7938] There were warnings in variable tauu: + tauu: attribute positive not present +loaded from file +WARNING [7938] There were warnings in variable tauu: + tauu: attribute positive not present +loaded from file diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/diagnostic_provenance.yml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/diagnostic_provenance.yml new file mode 100644 index 000000000..9c2a67091 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/diagnostic_provenance.yml @@ -0,0 +1,142 @@ +? /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean precipitation bias in the equatorial Pacific, primarily highlighting + the double intertropical convergence zone (ITCZ) bias. + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: Bias in the amplitude of the mean seasonal cycle of precipitation in the + equatorial Pacific. + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean zonal wind stress bias in the equatorial Pacific. + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean sea surface temperature bias in the equatorial Pacific. + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean precipitation bias in the equatorial Pacific, primarily highlighting + the double intertropical convergence zone (ITCZ) bias. + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + authors: + - chun_felicity + - beucher_romain + caption: Bias in the amplitude of the mean seasonal cycle of precipitation in the + equatorial Pacific. + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean zonal wind stress bias in the equatorial Pacific. + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean sea surface temperature bias in the equatorial Pacific. + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean precipitation bias in the equatorial Pacific, primarily highlighting + the double intertropical convergence zone (ITCZ) bias. + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + authors: + - chun_felicity + - beucher_romain + caption: Bias in the amplitude of the mean seasonal cycle of precipitation in the + equatorial Pacific. + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean zonal wind stress bias in the equatorial Pacific. + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + caption: Time-mean sea surface temperature bias in the equatorial Pacific. + references: + - planton2021 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/log.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/log.txt new file mode 100644 index 000000000..096af77d9 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/log.txt @@ -0,0 +1,592 @@ +/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmpy/interface/loadESMF.py:94: VersionWarning: ESMF installation version 8.8.0, ESMPy version 8.8.0b0 + warnings.warn("ESMF installation version {}, ESMPy version {}".format( +INFO:esmvaltool.diag_scripts.shared._base:Starting diagnostic script plot_script with configuration: +auxiliary_data_dir: /home/bandela/auxiliary_data +input_data: + ? /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_level2 + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: map_bias_level2 + project: CMIP6 + recipe_dataset_index: 1 + short_name: pr + standard_name: precipitation_flux + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: kg m-2 s-1 + variable_group: pr_bias + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + : alias: obs4MIPs + dataset: GPCP-V2.3 + diagnostic: diagnostic_level2 + end_year: 2017 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + frequency: mon + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: map_bias_level2 + project: obs4MIPs + recipe_dataset_index: 0 + short_name: pr + standard_name: precipitation_flux + start_year: 1979 + tier: 1 + timerange: 1979/2017 + units: kg m-2 s-1 + variable_group: pr_bias + version: v20180519 + ? /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_level2 + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: map_sea_cyclel2 + project: CMIP6 + recipe_dataset_index: 1 + short_name: pr + standard_name: precipitation_flux + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: kg m-2 s-1 + variable_group: pr_seacycle + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + : alias: obs4MIPs + dataset: GPCP-V2.3 + diagnostic: diagnostic_level2 + end_year: 2017 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + frequency: mon + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: map_sea_cyclel2 + project: obs4MIPs + recipe_dataset_index: 0 + short_name: pr + standard_name: precipitation_flux + start_year: 1979 + tier: 1 + timerange: 1979/2017 + units: kg m-2 s-1 + variable_group: pr_seacycle + version: v20180519 + ? /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_level2 + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: map_bias_level2 + project: CMIP6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: sst_bias + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_level2 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: map_bias_level2 + project: OBS6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + tier: 2 + type: reanaly + units: degC + variable_group: sst_bias + version: v1 + ? /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_level2 + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Surface Downward Eastward Wind Stress + mip: Amon + modeling_realm: + - atmos + preprocessor: map_bias_level2 + project: CMIP6 + recipe_dataset_index: 1 + short_name: tauu + standard_name: surface_downward_eastward_stress + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: Pa + variable_group: tauu_bias + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_level2 + end_year: 2018 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + frequency: mon + long_name: Surface Downward Eastward Wind Stress + mip: Amon + modeling_realm: + - atmos + preprocessor: map_bias_level2 + project: OBS6 + recipe_dataset_index: 0 + short_name: tauu + standard_name: surface_downward_eastward_stress + start_year: 1979 + tier: 2 + timerange: 1979/2018 + type: reanaly + units: Pa + variable_group: tauu_bias + version: v1 +input_files: +- /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/metadata.yml +log_level: info +output_file_type: png +plot_dir: /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script +recipe: recipe.yml +run_dir: /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script +scheduler_address: tcp://127.0.0.1:37849 +script: plot_script +version: 2.12.0 +work_dir: /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script + +INFO:esmvaltool.diag_scripts.shared._base:Creating /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script +INFO:esmvaltool.diag_scripts.shared._base:Creating /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script +INFO:climatology_diagnosticlevel2.py:pr_bias : 2, [{'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_bias_level2', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'pr', + 'standard_name': 'precipitation_flux', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'kg m-2 s-1', + 'variable_group': 'pr_bias', + 'version': 'v20191115'}, + {'alias': 'obs4MIPs', + 'dataset': 'GPCP-V2.3', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2017, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc', + 'frequency': 'mon', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_bias_level2', + 'project': 'obs4MIPs', + 'recipe_dataset_index': 0, + 'short_name': 'pr', + 'standard_name': 'precipitation_flux', + 'start_year': 1979, + 'tier': 1, + 'timerange': '1979/2017', + 'units': 'kg m-2 s-1', + 'variable_group': 'pr_bias', + 'version': 'v20180519'}] +INFO:climatology_diagnosticlevel2.py:iterate though datasets + {'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_bias_level2', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'pr', + 'standard_name': 'precipitation_flux', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'kg m-2 s-1', + 'variable_group': 'pr_bias', + 'version': 'v20191115'} +INFO:climatology_diagnosticlevel2.py:dataset: GPCP-V2.3 - Precipitation +INFO:climatology_diagnosticlevel2.py:dataset: ACCESS-ESM1-5 - Precipitation +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2.png +INFO:climatology_diagnosticlevel2.py:iterate though datasets + {'alias': 'obs4MIPs', + 'dataset': 'GPCP-V2.3', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2017, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc', + 'frequency': 'mon', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_bias_level2', + 'project': 'obs4MIPs', + 'recipe_dataset_index': 0, + 'short_name': 'pr', + 'standard_name': 'precipitation_flux', + 'start_year': 1979, + 'tier': 1, + 'timerange': '1979/2017', + 'units': 'kg m-2 s-1', + 'variable_group': 'pr_bias', + 'version': 'v20180519'} +INFO:climatology_diagnosticlevel2.py:pr_seacycle : 2, [{'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_sea_cyclel2', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'pr', + 'standard_name': 'precipitation_flux', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'kg m-2 s-1', + 'variable_group': 'pr_seacycle', + 'version': 'v20191115'}, + {'alias': 'obs4MIPs', + 'dataset': 'GPCP-V2.3', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2017, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc', + 'frequency': 'mon', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_sea_cyclel2', + 'project': 'obs4MIPs', + 'recipe_dataset_index': 0, + 'short_name': 'pr', + 'standard_name': 'precipitation_flux', + 'start_year': 1979, + 'tier': 1, + 'timerange': '1979/2017', + 'units': 'kg m-2 s-1', + 'variable_group': 'pr_seacycle', + 'version': 'v20180519'}] +INFO:climatology_diagnosticlevel2.py:iterate though datasets + {'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_sea_cyclel2', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'pr', + 'standard_name': 'precipitation_flux', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'kg m-2 s-1', + 'variable_group': 'pr_seacycle', + 'version': 'v20191115'} +INFO:climatology_diagnosticlevel2.py:dataset: GPCP-V2.3 - Precipitation +INFO:climatology_diagnosticlevel2.py:dataset: ACCESS-ESM1-5 - Precipitation +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2.png +INFO:climatology_diagnosticlevel2.py:iterate though datasets + {'alias': 'obs4MIPs', + 'dataset': 'GPCP-V2.3', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2017, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc', + 'frequency': 'mon', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_sea_cyclel2', + 'project': 'obs4MIPs', + 'recipe_dataset_index': 0, + 'short_name': 'pr', + 'standard_name': 'precipitation_flux', + 'start_year': 1979, + 'tier': 1, + 'timerange': '1979/2017', + 'units': 'kg m-2 s-1', + 'variable_group': 'pr_seacycle', + 'version': 'v20180519'} +INFO:climatology_diagnosticlevel2.py:sst_bias : 2, [{'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Sea Surface Temperature', + 'mip': 'Omon', + 'modeling_realm': ['ocean'], + 'preprocessor': 'map_bias_level2', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'tos', + 'standard_name': 'sea_surface_temperature', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'degC', + 'variable_group': 'sst_bias', + 'version': 'v20191115'}, + {'alias': 'OBS6', + 'dataset': 'TROPFLUX', + 'diagnostic': 'diagnostic_level2', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'mip': 'Omon', + 'modeling_realm': ['ocean'], + 'preprocessor': 'map_bias_level2', + 'project': 'OBS6', + 'recipe_dataset_index': 0, + 'short_name': 'tos', + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'variable_group': 'sst_bias', + 'version': 'v1'}] +INFO:climatology_diagnosticlevel2.py:iterate though datasets + {'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Sea Surface Temperature', + 'mip': 'Omon', + 'modeling_realm': ['ocean'], + 'preprocessor': 'map_bias_level2', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'tos', + 'standard_name': 'sea_surface_temperature', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'degC', + 'variable_group': 'sst_bias', + 'version': 'v20191115'} +INFO:climatology_diagnosticlevel2.py:dataset: TROPFLUX - Sea Surface Temperature +INFO:climatology_diagnosticlevel2.py:dataset: ACCESS-ESM1-5 - Sea Surface Temperature +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2.png +INFO:climatology_diagnosticlevel2.py:iterate though datasets + {'alias': 'OBS6', + 'dataset': 'TROPFLUX', + 'diagnostic': 'diagnostic_level2', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'mip': 'Omon', + 'modeling_realm': ['ocean'], + 'preprocessor': 'map_bias_level2', + 'project': 'OBS6', + 'recipe_dataset_index': 0, + 'short_name': 'tos', + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'variable_group': 'sst_bias', + 'version': 'v1'} +INFO:climatology_diagnosticlevel2.py:tauu_bias : 2, [{'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_bias_level2', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'Pa', + 'variable_group': 'tauu_bias', + 'version': 'v20191115'}, + {'alias': 'OBS6', + 'dataset': 'TROPFLUX', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2018, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc', + 'frequency': 'mon', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_bias_level2', + 'project': 'OBS6', + 'recipe_dataset_index': 0, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1979, + 'tier': 2, + 'timerange': '1979/2018', + 'type': 'reanaly', + 'units': 'Pa', + 'variable_group': 'tauu_bias', + 'version': 'v1'}] +INFO:climatology_diagnosticlevel2.py:iterate though datasets + {'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_bias_level2', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'Pa', + 'variable_group': 'tauu_bias', + 'version': 'v20191115'} +INFO:climatology_diagnosticlevel2.py:dataset: TROPFLUX - Surface Downward Eastward Wind Stress +INFO:climatology_diagnosticlevel2.py:dataset: ACCESS-ESM1-5 - Surface Downward Eastward Wind Stress +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2.png +INFO:climatology_diagnosticlevel2.py:iterate though datasets + {'alias': 'OBS6', + 'dataset': 'TROPFLUX', + 'diagnostic': 'diagnostic_level2', + 'end_year': 2018, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc', + 'frequency': 'mon', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'map_bias_level2', + 'project': 'OBS6', + 'recipe_dataset_index': 0, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1979, + 'tier': 2, + 'timerange': '1979/2018', + 'type': 'reanaly', + 'units': 'Pa', + 'variable_group': 'tauu_bias', + 'version': 'v1'} +INFO:esmvaltool.diag_scripts.shared._base:End of diagnostic script run. diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/resource_usage.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/resource_usage.txt new file mode 100644 index 000000000..69a7b6af1 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/resource_usage.txt @@ -0,0 +1,14 @@ +Date and time (UTC) Real time (s) CPU time (s) CPU (%) Memory (GB) Memory (%) Disk read (GB) Disk write (GB) +2025-05-26 19:35:57.465355 1.0 1.0 0 0.2 1 0.0 0.0 +2025-05-26 19:35:58.473866 2.0 2.0 100 0.3 2 0.0 0.0 +2025-05-26 19:35:59.481027 3.0 3.0 100 0.4 2 0.0 0.0 +2025-05-26 19:36:00.488146 4.0 4.0 95 0.4 3 0.003 0.0 +2025-05-26 19:36:01.497349 5.0 4.9 94 0.5 3 0.006 0.0 +2025-05-26 19:36:02.504439 6.0 5.9 100 0.5 3 0.006 0.0 +2025-05-26 19:36:03.512901 7.1 6.9 98 0.5 3 0.007 0.0 +2025-05-26 19:36:04.521437 8.1 7.9 101 0.5 3 0.007 0.0 +2025-05-26 19:36:05.529832 9.1 8.9 95 0.5 4 0.007 0.0 +2025-05-26 19:36:06.540230 10.1 9.9 99 0.5 4 0.007 0.0 +2025-05-26 19:36:07.554921 11.1 10.9 98 0.6 4 0.007 0.0 +2025-05-26 19:36:08.566541 12.1 11.9 96 0.6 4 0.007 0.0 +2025-05-26 19:36:09.573877 13.1 12.9 100 0.6 4 0.007 0.0 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml new file mode 100644 index 000000000..658afa8ff --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml @@ -0,0 +1,15 @@ +recipe: recipe.yml +version: 2.12.0 +script: plot_script +run_dir: 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b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/diagnostic_provenance.yml new file mode 100644 index 000000000..f0e3efe5b --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/diagnostic_provenance.yml @@ -0,0 +1,639 @@ +? /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - 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/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the time-mean precipitation structure across the equatorial\ + \ Pacific (averaged between 5\xB0S-5\xB0N), illustrating the increased precipitation\ + \ in the eastern Pacific and decreased precipitation in the western Pacific." + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - 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/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the amplitude of the mean seasonal cycle of precipitation\ + \ in the equatorial Pacific (averaged between 5\xB0S-5\xB0N)." + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_bias.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the sea surface temperature structure across the equatorial\ + \ Pacific (averaged between 5\xB0S-5\xB0N), primarily illustrating the cold tongue\ + \ bias (typically warmer near South America and cooler further west)." + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_sst_seacycle.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the amplitude of the mean seasonal cycle of sea surface\ + \ temperature in the equatorial Pacific (averaged between 5\xB0S-5\xB0N)." + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the structure of zonal wind stress across the equatorial\ + \ Pacific (averaged between 5\xB0S-5\xB0N), primarily highlighting the trade winds\ + \ bias (typically weaker circulation in the central Pacific and stronger in the\ + \ western Pacific)." + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - 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/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress\ + \ in the equatorial Pacific (averaged between 5\xB0S-5\xB0N)." + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - 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/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Meridional bias in the time-mean precipitation structure across the eastern\ + \ Pacific (averaged between 150-90\xB0W), primarily illustrating the double intertropical\ + \ convergence zone (ITCZ) bias." + references: + - planton2021 +? /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle.png +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Meridional bias in the amplitude of the mean seasonal precipitation cycle\ + \ in the eastern Pacific (averaged between 150-90\xB0W). " + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the time-mean precipitation structure across the equatorial\ + \ Pacific (averaged between 5\xB0S-5\xB0N), illustrating the increased precipitation\ + \ in the eastern Pacific and decreased precipitation in the western Pacific." + references: + - planton2021 +? 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/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the sea surface temperature structure across the equatorial\ + \ Pacific (averaged between 5\xB0S-5\xB0N), primarily illustrating the cold tongue\ + \ bias (typically warmer near South America and cooler further west)." + references: + - planton2021 +? 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" + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the sea surface temperature structure across the equatorial\ + \ Pacific (averaged between 5\xB0S-5\xB0N), primarily illustrating the cold tongue\ + \ bias (typically warmer near South America and cooler further west)." + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - 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/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the amplitude of the mean seasonal cycle of sea surface\ + \ temperature in the equatorial Pacific (averaged between 5\xB0S-5\xB0N)." + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias.nc +: ancestors: + - 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+ - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the structure of zonal wind stress across the equatorial\ + \ Pacific (averaged between 5\xB0S-5\xB0N), primarily highlighting the trade winds\ + \ bias (typically weaker circulation in the central Pacific and stronger in the\ + \ western Pacific)." + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle.nc +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: "Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress\ + \ in the equatorial Pacific (averaged between 5\xB0S-5\xB0N)." + references: + - planton2021 +? /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix.csv +: ancestors: + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + authors: + - chun_felicity + - beucher_romain + caption: List of metric values. + references: + - planton2021 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/log.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/log.txt new file mode 100644 index 000000000..9b9589891 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/log.txt @@ -0,0 +1,1192 @@ +/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmpy/interface/loadESMF.py:94: VersionWarning: ESMF installation version 8.8.0, ESMPy version 8.8.0b0 + warnings.warn("ESMF installation version {}, ESMPy version {}".format( +INFO:esmvaltool.diag_scripts.shared._base:Starting diagnostic script plot_script with configuration: +auxiliary_data_dir: /home/bandela/auxiliary_data +input_data: + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: eq_bias + project: CMIP6 + recipe_dataset_index: 1 + short_name: pr + standard_name: precipitation_flux + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: kg m-2 s-1 + variable_group: eq_pr_bias + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + : alias: obs4MIPs + dataset: GPCP-V2.3 + diagnostic: diagnostic_metrics + end_year: 2017 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + frequency: mon + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: eq_bias + project: obs4MIPs + recipe_dataset_index: 0 + short_name: pr + standard_name: precipitation_flux + start_year: 1979 + tier: 1 + timerange: 1979/2017 + units: kg m-2 s-1 + variable_group: eq_pr_bias + version: v20180519 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: eq_sea_cycle + project: CMIP6 + recipe_dataset_index: 1 + short_name: pr + standard_name: precipitation_flux + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: kg m-2 s-1 + variable_group: eq_pr_seacycle + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + : alias: obs4MIPs + dataset: GPCP-V2.3 + diagnostic: diagnostic_metrics + end_year: 2017 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + frequency: mon + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: eq_sea_cycle + project: obs4MIPs + recipe_dataset_index: 0 + short_name: pr + standard_name: precipitation_flux + start_year: 1979 + tier: 1 + timerange: 1979/2017 + units: kg m-2 s-1 + variable_group: eq_pr_seacycle + version: v20180519 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: eq_bias + project: CMIP6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: eq_sst_bias + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + end_year: 2018 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: eq_bias + project: OBS6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1979 + tier: 2 + timerange: 1979/2018 + type: reanaly + units: degC + variable_group: eq_sst_bias + version: v1 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: eq_sea_cycle + project: CMIP6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: eq_sst_seacycle + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: eq_sea_cycle + project: OBS6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + tier: 2 + type: reanaly + units: degC + variable_group: eq_sst_seacycle + version: v1 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Surface Downward Eastward Wind Stress + mip: Amon + modeling_realm: + - atmos + preprocessor: eq_bias + project: CMIP6 + recipe_dataset_index: 1 + short_name: tauu + standard_name: surface_downward_eastward_stress + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: Pa + variable_group: eq_tauu_bias + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + end_year: 2018 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + frequency: mon + long_name: Surface Downward Eastward Wind Stress + mip: Amon + modeling_realm: + - atmos + preprocessor: eq_bias + project: OBS6 + recipe_dataset_index: 0 + short_name: tauu + standard_name: surface_downward_eastward_stress + start_year: 1979 + tier: 2 + timerange: 1979/2018 + type: reanaly + units: Pa + variable_group: eq_tauu_bias + version: v1 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Surface Downward Eastward Wind Stress + mip: Amon + modeling_realm: + - atmos + preprocessor: eq_sea_cycle + project: CMIP6 + recipe_dataset_index: 1 + short_name: tauu + standard_name: surface_downward_eastward_stress + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: Pa + variable_group: eq_tauu_seacycle + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + end_year: 2018 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + frequency: mon + long_name: Surface Downward Eastward Wind Stress + mip: Amon + modeling_realm: + - atmos + preprocessor: eq_sea_cycle + project: OBS6 + recipe_dataset_index: 0 + short_name: tauu + standard_name: surface_downward_eastward_stress + start_year: 1979 + tier: 2 + timerange: 1979/2018 + type: reanaly + units: Pa + variable_group: eq_tauu_seacycle + version: v1 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: ITCZ_bias + project: CMIP6 + recipe_dataset_index: 1 + short_name: pr + standard_name: lwe_precipitation_rate + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: mm/day + variable_group: pr_double + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + : alias: obs4MIPs + dataset: GPCP-V2.3 + diagnostic: diagnostic_metrics + end_year: 2017 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + frequency: mon + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: ITCZ_bias + project: obs4MIPs + recipe_dataset_index: 0 + short_name: pr + standard_name: lwe_precipitation_rate + start_year: 1979 + tier: 1 + timerange: 1979/2017 + units: mm/day + variable_group: pr_double + version: v20180519 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: ITCZ_sea_cycle + project: CMIP6 + recipe_dataset_index: 1 + short_name: pr + standard_name: lwe_precipitation_rate + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: mm/day + variable_group: pr_double_seacycle + version: v20191115 + ? /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + : alias: obs4MIPs + dataset: GPCP-V2.3 + diagnostic: diagnostic_metrics + end_year: 2017 + filename: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + frequency: mon + long_name: Precipitation + mip: Amon + modeling_realm: + - atmos + preprocessor: ITCZ_sea_cycle + project: obs4MIPs + recipe_dataset_index: 0 + short_name: pr + standard_name: lwe_precipitation_rate + start_year: 1979 + tier: 1 + timerange: 1979/2017 + units: mm/day + variable_group: pr_double_seacycle + version: v20180519 +input_files: +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/metadata.yml 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+INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_bias.png +INFO:climatology_diagnostic1.py:iterate though datasets + {'alias': 'OBS6', + 'dataset': 'TROPFLUX', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2018, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc', + 'frequency': 'mon', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'eq_bias', + 'project': 'OBS6', + 'recipe_dataset_index': 0, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1979, + 'tier': 2, + 'timerange': '1979/2018', + 'type': 'reanaly', + 'units': 'Pa', + 'variable_group': 'eq_tauu_bias', + 'version': 'v1'} +INFO:climatology_diagnostic1.py:eq_tauu_seacycle : 2, [{'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'eq_sea_cycle', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'Pa', + 'variable_group': 'eq_tauu_seacycle', + 'version': 'v20191115'}, + {'alias': 'OBS6', + 'dataset': 'TROPFLUX', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2018, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc', + 'frequency': 'mon', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'eq_sea_cycle', + 'project': 'OBS6', + 'recipe_dataset_index': 0, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1979, + 'tier': 2, + 'timerange': '1979/2018', + 'type': 'reanaly', + 'units': 'Pa', + 'variable_group': 'eq_tauu_seacycle', + 'version': 'v1'}] +INFO:climatology_diagnostic1.py:iterate though datasets + {'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'eq_sea_cycle', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'Pa', + 'variable_group': 'eq_tauu_seacycle', + 'version': 'v20191115'} +INFO:climatology_diagnostic1.py:dataset: TROPFLUX - Surface Downward Eastward Wind Stress +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle.nc +INFO:climatology_diagnostic1.py:dataset: ACCESS-ESM1-5 - Surface Downward Eastward Wind Stress +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_tauu_seacycle.png +INFO:climatology_diagnostic1.py:iterate though datasets + {'alias': 'OBS6', + 'dataset': 'TROPFLUX', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2018, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc', + 'frequency': 'mon', + 'long_name': 'Surface Downward Eastward Wind Stress', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'eq_sea_cycle', + 'project': 'OBS6', + 'recipe_dataset_index': 0, + 'short_name': 'tauu', + 'standard_name': 'surface_downward_eastward_stress', + 'start_year': 1979, + 'tier': 2, + 'timerange': '1979/2018', + 'type': 'reanaly', + 'units': 'Pa', + 'variable_group': 'eq_tauu_seacycle', + 'version': 'v1'} +INFO:climatology_diagnostic1.py:pr_double : 2, [{'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'ITCZ_bias', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'pr', + 'standard_name': 'lwe_precipitation_rate', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'mm/day', + 'variable_group': 'pr_double', + 'version': 'v20191115'}, + {'alias': 'obs4MIPs', + 'dataset': 'GPCP-V2.3', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2017, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc', + 'frequency': 'mon', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'ITCZ_bias', + 'project': 'obs4MIPs', + 'recipe_dataset_index': 0, + 'short_name': 'pr', + 'standard_name': 'lwe_precipitation_rate', + 'start_year': 1979, + 'tier': 1, + 'timerange': '1979/2017', + 'units': 'mm/day', + 'variable_group': 'pr_double', + 'version': 'v20180519'}] +INFO:climatology_diagnostic1.py:iterate though datasets + {'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'ITCZ_bias', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'pr', + 'standard_name': 'lwe_precipitation_rate', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'mm/day', + 'variable_group': 'pr_double', + 'version': 'v20191115'} +INFO:climatology_diagnostic1.py:dataset: GPCP-V2.3 - Precipitation +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double.nc +INFO:climatology_diagnostic1.py:dataset: ACCESS-ESM1-5 - Precipitation +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double.png +INFO:climatology_diagnostic1.py:iterate though datasets + {'alias': 'obs4MIPs', + 'dataset': 'GPCP-V2.3', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2017, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc', + 'frequency': 'mon', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'ITCZ_bias', + 'project': 'obs4MIPs', + 'recipe_dataset_index': 0, + 'short_name': 'pr', + 'standard_name': 'lwe_precipitation_rate', + 'start_year': 1979, + 'tier': 1, + 'timerange': '1979/2017', + 'units': 'mm/day', + 'variable_group': 'pr_double', + 'version': 'v20180519'} +INFO:climatology_diagnostic1.py:pr_double_seacycle : 2, [{'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'ITCZ_sea_cycle', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'pr', + 'standard_name': 'lwe_precipitation_rate', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'mm/day', + 'variable_group': 'pr_double_seacycle', + 'version': 'v20191115'}, + {'alias': 'obs4MIPs', + 'dataset': 'GPCP-V2.3', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2017, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc', + 'frequency': 'mon', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'ITCZ_sea_cycle', + 'project': 'obs4MIPs', + 'recipe_dataset_index': 0, + 'short_name': 'pr', + 'standard_name': 'lwe_precipitation_rate', + 'start_year': 1979, + 'tier': 1, + 'timerange': '1979/2017', + 'units': 'mm/day', + 'variable_group': 'pr_double_seacycle', + 'version': 'v20180519'}] +INFO:climatology_diagnostic1.py:iterate though datasets + {'activity': 'CMIP', + 'alias': 'CMIP6', + 'dataset': 'ACCESS-ESM1-5', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2014, + 'ensemble': 'r1i1p1f1', + 'exp': 'historical', + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc', + 'frequency': 'mon', + 'grid': 'gn', + 'institute': 'CSIRO', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'ITCZ_sea_cycle', + 'project': 'CMIP6', + 'recipe_dataset_index': 1, + 'short_name': 'pr', + 'standard_name': 'lwe_precipitation_rate', + 'start_year': 1850, + 'timerange': '18500116T120000/20141216T120000', + 'units': 'mm/day', + 'variable_group': 'pr_double_seacycle', + 'version': 'v20191115'} +INFO:climatology_diagnostic1.py:dataset: GPCP-V2.3 - Precipitation +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle.nc +INFO:climatology_diagnostic1.py:dataset: ACCESS-ESM1-5 - Precipitation +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_pr_double_seacycle.png +INFO:climatology_diagnostic1.py:iterate though datasets + {'alias': 'obs4MIPs', + 'dataset': 'GPCP-V2.3', + 'diagnostic': 'diagnostic_metrics', + 'end_year': 2017, + 'filename': '/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc', + 'frequency': 'mon', + 'long_name': 'Precipitation', + 'mip': 'Amon', + 'modeling_realm': ['atmos'], + 'preprocessor': 'ITCZ_sea_cycle', + 'project': 'obs4MIPs', + 'recipe_dataset_index': 0, + 'short_name': 'pr', + 'standard_name': 'lwe_precipitation_rate', + 'start_year': 1979, + 'tier': 1, + 'timerange': '1979/2017', + 'units': 'mm/day', + 'variable_group': 'pr_double_seacycle', + 'version': 'v20180519'} +INFO:esmvaltool.diag_scripts.shared._base:End of diagnostic script run. diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/resource_usage.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/resource_usage.txt new file mode 100644 index 000000000..bbcb43962 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/resource_usage.txt @@ -0,0 +1,12 @@ +Date and time (UTC) Real time (s) CPU time (s) CPU (%) Memory (GB) Memory (%) Disk read (GB) Disk write (GB) +2025-05-26 19:35:37.555544 1.0 0.9 0 0.1 1 0.009 0.0 +2025-05-26 19:35:38.562772 2.0 1.9 97 0.3 2 0.01 0.0 +2025-05-26 19:35:39.571566 3.0 2.9 99 0.4 2 0.01 0.0 +2025-05-26 19:35:40.579174 4.0 3.8 94 0.4 3 0.011 0.0 +2025-05-26 19:35:41.588724 5.0 4.7 85 0.5 3 0.012 0.0 +2025-05-26 19:35:42.606139 6.1 5.7 91 0.5 3 0.012 0.0 +2025-05-26 19:35:43.620781 7.1 6.5 87 0.5 4 0.012 0.0 +2025-05-26 19:35:44.630965 8.1 7.5 93 0.5 4 0.012 0.0 +2025-05-26 19:35:45.642281 9.1 8.4 89 0.6 4 0.012 0.0 +2025-05-26 19:35:46.653021 10.1 9.3 92 0.6 4 0.012 0.0 +2025-05-26 19:35:47.660846 11.1 10.3 96 0.6 4 0.012 0.0 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml new file mode 100644 index 000000000..a7653f998 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml @@ -0,0 +1,19 @@ +recipe: recipe.yml +version: 2.12.0 +script: plot_script +run_dir: /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script +plot_dir: /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script +work_dir: /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script +output_file_type: png +log_level: info +auxiliary_data_dir: /home/bandela/auxiliary_data +scheduler_address: tcp://127.0.0.1:37849 +input_files: +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/metadata.yml +- /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/metadata.yml diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/main_log.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/main_log.txt new file mode 100644 index 000000000..c6c41bcec --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/main_log.txt @@ -0,0 +1,215 @@ +INFO [7938] +______________________________________________________________________ + _____ ____ __ ____ __ _ _____ _ + | ____/ ___|| \/ \ \ / /_ _| |_ _|__ ___ | | + | _| \___ \| |\/| |\ \ / / _` | | | |/ _ \ / _ \| | + | |___ ___) | | | | \ V / (_| | | | | (_) | (_) | | + |_____|____/|_| |_| \_/ \__,_|_| |_|\___/ \___/|_| +______________________________________________________________________ + +Earth System Model Evaluation Tool + +A community tool for the evaluation of Earth system models. + +https://esmvaltool.org + +The Earth System Model Evaluation Tool (ESMValTool) is a community +diagnostics and performance metrics tool for the evaluation of Earth +System Models (ESMs) that allows for routine comparison of single or +multiple models, either against predecessor versions or against +observations. + +Tutorial: https://tutorial.esmvaltool.org +Documentation: https://docs.esmvaltool.org +Contact: esmvaltool-dev@listserv.dfn.de + +If you find this software useful for your research, please cite it using +https://doi.org/10.5281/zenodo.3387139 for ESMValCore or +https://doi.org/10.5281/zenodo.3401363 for ESMValTool or +any of the reference papers listed at https://esmvaltool.org/references/. + +Have fun! + +INFO [7938] Package versions +INFO [7938] ---------------- +INFO [7938] ESMValCore: 2.12.0 +INFO [7938] ESMValTool: 2.13.0.dev65+g58fd0b8ec +INFO [7938] ---------------- +INFO [7938] Reading configuration files from: +/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvalcore/config/configurations/defaults (defaults) +/home/bandela/.config/esmvaltool (default user configuration directory) +/config (command line argument) +INFO [7938] Writing program log files to: +/executions/recipe_20250526_193523/run/main_log.txt +/executions/recipe_20250526_193523/run/main_log_debug.txt +/executions/recipe_20250526_193523/run/cmor_log.txt +WARNING [7938] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmpy/interface/loadESMF.py:94: VersionWarning: ESMF installation version 8.8.0, ESMPy version 8.8.0b0 + warnings.warn("ESMF installation version {}, ESMPy version {}".format( + +INFO [7938] Starting the Earth System Model Evaluation Tool at time: 2025-05-26 19:35:24 UTC +INFO [7938] ---------------------------------------------------------------------- +INFO [7938] RECIPE = /recipe.yml +INFO [7938] RUNDIR = /executions/recipe_20250526_193523/run +INFO [7938] WORKDIR = /executions/recipe_20250526_193523/work +INFO [7938] PREPROCDIR = /executions/recipe_20250526_193523/preproc +INFO [7938] PLOTDIR = /executions/recipe_20250526_193523/plots +INFO [7938] ---------------------------------------------------------------------- +INFO [7938] Running tasks using at most 1 processes +INFO [7938] If your system hangs during execution, it may not have enough memory for keeping this number of tasks in memory. +INFO [7938] If you experience memory problems, try reducing 'max_parallel_tasks' in your configuration. +INFO [7938] Creating tasks from recipe +INFO [7938] Creating tasks for diagnostic diagnostic_metrics +INFO [7938] Creating diagnostic task diagnostic_metrics/plot_script +INFO [7938] Creating preprocessor task diagnostic_metrics/pr_double +INFO [7938] Creating preprocessor 'ITCZ_bias' task for variable 'pr_double' +INFO [7938] Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +INFO [7938] Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_metrics/pr_double created. +INFO [7938] Creating preprocessor task diagnostic_metrics/eq_pr_bias +INFO [7938] Creating preprocessor 'eq_bias' task for variable 'eq_pr_bias' +INFO [7938] Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +INFO [7938] Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_metrics/eq_pr_bias created. +INFO [7938] Creating preprocessor task diagnostic_metrics/eq_sst_bias +INFO [7938] Creating preprocessor 'eq_bias' task for variable 'eq_sst_bias' +INFO [7938] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [7938] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_metrics/eq_sst_bias created. +INFO [7938] Creating preprocessor task diagnostic_metrics/eq_tauu_bias +INFO [7938] Creating preprocessor 'eq_bias' task for variable 'eq_tauu_bias' +INFO [7938] Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +INFO [7938] Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_metrics/eq_tauu_bias created. +INFO [7938] Creating preprocessor task diagnostic_metrics/pr_double_seacycle +INFO [7938] Creating preprocessor 'ITCZ_sea_cycle' task for variable 'pr_double_seacycle' +INFO [7938] Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +INFO [7938] Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_metrics/pr_double_seacycle created. +INFO [7938] Creating preprocessor task diagnostic_metrics/eq_pr_seacycle +INFO [7938] Creating preprocessor 'eq_sea_cycle' task for variable 'eq_pr_seacycle' +INFO [7938] Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +INFO [7938] Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_metrics/eq_pr_seacycle created. +INFO [7938] Creating preprocessor task diagnostic_metrics/eq_sst_seacycle +INFO [7938] Creating preprocessor 'eq_sea_cycle' task for variable 'eq_sst_seacycle' +INFO [7938] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [7938] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_metrics/eq_sst_seacycle created. +INFO [7938] Creating preprocessor task diagnostic_metrics/eq_tauu_seacycle +INFO [7938] Creating preprocessor 'eq_sea_cycle' task for variable 'eq_tauu_seacycle' +INFO [7938] Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +INFO [7938] Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_metrics/eq_tauu_seacycle created. +INFO [7938] Creating tasks for diagnostic diagnostic_level2 +INFO [7938] Creating diagnostic task diagnostic_level2/plot_script +INFO [7938] Creating preprocessor task diagnostic_level2/pr_bias +INFO [7938] Creating preprocessor 'map_bias_level2' task for variable 'pr_bias' +INFO [7938] Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +INFO [7938] Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_level2/pr_bias created. +INFO [7938] Creating preprocessor task diagnostic_level2/pr_seacycle +INFO [7938] Creating preprocessor 'map_sea_cyclel2' task for variable 'pr_seacycle' +INFO [7938] Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +INFO [7938] Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_level2/pr_seacycle created. +INFO [7938] Creating preprocessor task diagnostic_level2/sst_bias +INFO [7938] Creating preprocessor 'map_bias_level2' task for variable 'sst_bias' +INFO [7938] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [7938] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_level2/sst_bias created. +INFO [7938] Creating preprocessor task diagnostic_level2/tauu_bias +INFO [7938] Creating preprocessor 'map_bias_level2' task for variable 'tauu_bias' +INFO [7938] Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +INFO [7938] Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [7938] PreprocessingTask diagnostic_level2/tauu_bias created. +INFO [7938] These tasks will be executed: diagnostic_metrics/eq_sst_seacycle, diagnostic_level2/tauu_bias, diagnostic_level2/pr_seacycle, diagnostic_metrics/eq_tauu_seacycle, diagnostic_level2/plot_script, diagnostic_level2/sst_bias, diagnostic_metrics/pr_double_seacycle, diagnostic_metrics/eq_pr_seacycle, diagnostic_metrics/plot_script, diagnostic_metrics/eq_tauu_bias, diagnostic_metrics/eq_pr_bias, diagnostic_metrics/pr_double, diagnostic_metrics/eq_sst_bias, diagnostic_level2/pr_bias +INFO [7938] Wrote recipe with version numbers and wildcards to: +file:///executions/recipe_20250526_193523/run/recipe_filled.yml +INFO [7938] Using Dask distributed scheduler (address: tcp://127.0.0.1:37849, dashboard link: http://127.0.0.1:8787/status) +INFO [7938] Running 14 tasks sequentially +INFO [7938] Starting task diagnostic_metrics/pr_double in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_metrics/pr_double +INFO [7938] Successfully completed task diagnostic_metrics/pr_double (priority 1) in 0:00:02.291454 +INFO [7938] Starting task diagnostic_metrics/eq_pr_bias in process [7938] +WARNING [7938] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +WARNING [7938] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +INFO [7938] Computing and saving data for preprocessing task diagnostic_metrics/eq_pr_bias +INFO [7938] Successfully completed task diagnostic_metrics/eq_pr_bias (priority 2) in 0:00:00.568311 +INFO [7938] Starting task diagnostic_metrics/eq_sst_bias in process [7938] +WARNING [7938] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +WARNING [7938] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +INFO [7938] Computing and saving data for preprocessing task diagnostic_metrics/eq_sst_bias +INFO [7938] Successfully completed task diagnostic_metrics/eq_sst_bias (priority 3) in 0:00:01.785966 +INFO [7938] Starting task diagnostic_metrics/eq_tauu_bias in process [7938] +WARNING [7938] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +WARNING [7938] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +INFO [7938] Computing and saving data for preprocessing task diagnostic_metrics/eq_tauu_bias +INFO [7938] Successfully completed task diagnostic_metrics/eq_tauu_bias (priority 4) in 0:00:00.801338 +INFO [7938] Starting task diagnostic_metrics/pr_double_seacycle in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_metrics/pr_double_seacycle +INFO [7938] Successfully completed task diagnostic_metrics/pr_double_seacycle (priority 5) in 0:00:01.010077 +INFO [7938] Starting task diagnostic_metrics/eq_pr_seacycle in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_metrics/eq_pr_seacycle +INFO [7938] Successfully completed task diagnostic_metrics/eq_pr_seacycle (priority 6) in 0:00:00.680658 +INFO [7938] Starting task diagnostic_metrics/eq_sst_seacycle in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_metrics/eq_sst_seacycle +INFO [7938] Successfully completed task diagnostic_metrics/eq_sst_seacycle (priority 7) in 0:00:02.151796 +INFO [7938] Starting task diagnostic_metrics/eq_tauu_seacycle in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_metrics/eq_tauu_seacycle +INFO [7938] Successfully completed task diagnostic_metrics/eq_tauu_seacycle (priority 8) in 0:00:00.896141 +INFO [7938] Starting task diagnostic_metrics/plot_script in process [7938] +INFO [7938] Running command ['/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python', '/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnostic1.py', '/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml'] +INFO [7938] Writing output to /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script +INFO [7938] Writing plots to /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script +INFO [7938] Writing log to /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/log.txt +INFO [7938] To re-run this diagnostic script, run: +cd /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script; MPLBACKEND="Agg" /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnostic1.py /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml +INFO [7938] Maximum memory used (estimate): 0.6 GB +INFO [7938] Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +INFO [7938] Successfully completed task diagnostic_metrics/plot_script (priority 0) in 0:00:16.504546 +INFO [7938] Starting task diagnostic_level2/pr_bias in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_level2/pr_bias +INFO [7938] Successfully completed task diagnostic_level2/pr_bias (priority 10) in 0:00:00.429660 +INFO [7938] Starting task diagnostic_level2/pr_seacycle in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_level2/pr_seacycle +INFO [7938] Successfully completed task diagnostic_level2/pr_seacycle (priority 11) in 0:00:00.936467 +INFO [7938] Starting task diagnostic_level2/sst_bias in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_level2/sst_bias +INFO [7938] Successfully completed task diagnostic_level2/sst_bias (priority 12) in 0:00:01.456752 +INFO [7938] Starting task diagnostic_level2/tauu_bias in process [7938] +INFO [7938] Computing and saving data for preprocessing task diagnostic_level2/tauu_bias +INFO [7938] Successfully completed task diagnostic_level2/tauu_bias (priority 13) in 0:00:00.597257 +INFO [7938] Starting task diagnostic_level2/plot_script in process [7938] +INFO [7938] Running command ['/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python', '/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnosticlevel2.py', '/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml'] +INFO [7938] Writing output to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script +INFO [7938] Writing plots to /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script +INFO [7938] Writing log to /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/log.txt +INFO [7938] To re-run this diagnostic script, run: +cd /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script; MPLBACKEND="Agg" /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnosticlevel2.py /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml +INFO [7938] Maximum memory used (estimate): 0.6 GB +INFO [7938] Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +INFO [7938] Successfully completed task diagnostic_level2/plot_script (priority 9) in 0:00:16.672508 +INFO [7938] Wrote recipe with version numbers and wildcards to: +file:///executions/recipe_20250526_193523/run/recipe_filled.yml +INFO [7938] Wrote recipe output to: +file:///executions/recipe_20250526_193523/index.html +INFO [7938] Ending the Earth System Model Evaluation Tool at time: 2025-05-26 19:36:13 UTC +INFO [7938] Time for running the recipe was: 0:00:49.090771 +INFO [7938] Maximum memory used (estimate): 1.8 GB +INFO [7938] Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +INFO [7938] Removing `preproc` directory containing preprocessed data +INFO [7938] If this data is further needed, then set `remove_preproc_dir` to `false` in your configuration +WARNING [7938] Input data is not (fully) CMOR-compliant, see /executions/recipe_20250526_193523/run/cmor_log.txt for details +INFO [7938] Run was successful diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/main_log_debug.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/main_log_debug.txt new file mode 100644 index 000000000..d680c89f0 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/main_log_debug.txt @@ -0,0 +1,9409 @@ +2025-05-26 19:35:23,732 UTC [7938] INFO esmvalcore._main:576 +______________________________________________________________________ + _____ ____ __ ____ __ _ _____ _ + | ____/ ___|| \/ \ \ / /_ _| |_ _|__ ___ | | + | _| \___ \| |\/| |\ \ / / _` | | | |/ _ \ / _ \| | + | |___ ___) | | | | \ V / (_| | | | | (_) | (_) | | + |_____|____/|_| |_| \_/ \__,_|_| |_|\___/ \___/|_| +______________________________________________________________________ + +Earth System Model Evaluation Tool + +A community tool for the evaluation of Earth system models. + +https://esmvaltool.org + +The Earth System Model Evaluation Tool (ESMValTool) is a community +diagnostics and performance metrics tool for the evaluation of Earth +System Models (ESMs) that allows for routine comparison of single or +multiple models, either against predecessor versions or against +observations. + +Tutorial: https://tutorial.esmvaltool.org +Documentation: https://docs.esmvaltool.org +Contact: esmvaltool-dev@listserv.dfn.de + +If you find this software useful for your research, please cite it using +https://doi.org/10.5281/zenodo.3387139 for ESMValCore or +https://doi.org/10.5281/zenodo.3401363 for ESMValTool or +any of the reference papers listed at https://esmvaltool.org/references/. + +Have fun! + +2025-05-26 19:35:23,732 UTC [7938] INFO esmvalcore._main:577 Package versions +2025-05-26 19:35:23,732 UTC [7938] INFO esmvalcore._main:578 ---------------- +2025-05-26 19:35:23,733 UTC [7938] INFO esmvalcore._main:579 ESMValCore: 2.12.0 +2025-05-26 19:35:23,733 UTC [7938] INFO esmvalcore._main:581 ESMValTool: 2.13.0.dev65+g58fd0b8ec +2025-05-26 19:35:23,733 UTC [7938] INFO esmvalcore._main:582 ---------------- +2025-05-26 19:35:23,733 UTC [7938] INFO esmvalcore._main:583 Reading configuration files from: +/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvalcore/config/configurations/defaults (defaults) +/home/bandela/.config/esmvaltool (default user configuration directory) +/config (command line argument) +2025-05-26 19:35:23,733 UTC [7938] INFO esmvalcore._main:587 Writing program log files to: +/executions/recipe_20250526_193523/run/main_log.txt +/executions/recipe_20250526_193523/run/main_log_debug.txt +/executions/recipe_20250526_193523/run/cmor_log.txt +2025-05-26 19:35:24,322 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmpy/interface/loadESMF.py:94: VersionWarning: ESMF installation version 8.8.0, ESMPy version 8.8.0b0 + warnings.warn("ESMF installation version {}, ESMPy version {}".format( + +2025-05-26 19:35:24,543 UTC [7938] INFO esmvalcore._main:93 Starting the Earth System Model Evaluation Tool at time: 2025-05-26 19:35:24 UTC +2025-05-26 19:35:24,543 UTC [7938] INFO esmvalcore._main:98 ---------------------------------------------------------------------- +2025-05-26 19:35:24,543 UTC [7938] INFO esmvalcore._main:99 RECIPE = /recipe.yml +2025-05-26 19:35:24,544 UTC [7938] INFO esmvalcore._main:100 RUNDIR = /executions/recipe_20250526_193523/run +2025-05-26 19:35:24,544 UTC [7938] INFO esmvalcore._main:101 WORKDIR = /executions/recipe_20250526_193523/work +2025-05-26 19:35:24,544 UTC [7938] INFO esmvalcore._main:102 PREPROCDIR = /executions/recipe_20250526_193523/preproc +2025-05-26 19:35:24,544 UTC [7938] INFO esmvalcore._main:103 PLOTDIR = /executions/recipe_20250526_193523/plots +2025-05-26 19:35:24,545 UTC [7938] INFO esmvalcore._main:104 ---------------------------------------------------------------------- +2025-05-26 19:35:24,545 UTC [7938] INFO esmvalcore._main:107 Running tasks using at most 1 processes +2025-05-26 19:35:24,545 UTC [7938] INFO esmvalcore._main:109 If your system hangs during execution, it may not have enough memory for keeping this number of tasks in memory. +2025-05-26 19:35:24,545 UTC [7938] INFO esmvalcore._main:113 If you experience memory problems, try reducing 'max_parallel_tasks' in your configuration. +2025-05-26 19:35:24,546 UTC [7938] DEBUG esmvalcore._recipe.check:67 Checking recipe against schema /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvalcore/_recipe/recipe_schema.yml +2025-05-26 19:35:24,599 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable pr_double in diagnostic diagnostic_metrics +2025-05-26 19:35:24,599 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3 +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_pr_bias in diagnostic diagnostic_metrics +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3 +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_sst_bias in diagnostic diagnostic_metrics +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_tauu_bias in diagnostic diagnostic_metrics +2025-05-26 19:35:24,600 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable pr_double_seacycle in diagnostic diagnostic_metrics +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3 +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_pr_seacycle in diagnostic diagnostic_metrics +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3 +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_sst_seacycle in diagnostic diagnostic_metrics +2025-05-26 19:35:24,601 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,602 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,602 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable eq_tauu_seacycle in diagnostic diagnostic_metrics +2025-05-26 19:35:24,602 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,602 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,602 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable pr_bias in diagnostic diagnostic_level2 +2025-05-26 19:35:24,602 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3 +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable pr_seacycle in diagnostic diagnostic_level2 +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, obs4MIPs, GPCP-V2.3 +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable sst_bias in diagnostic diagnostic_level2 +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable tauu_bias in diagnostic diagnostic_level2 +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,603 UTC [7938] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:35:24,604 UTC [7938] DEBUG esmvalcore._recipe.recipe:879 Retrieving diagnostics from recipe +2025-05-26 19:35:24,604 UTC [7938] DEBUG esmvalcore._recipe.recipe:909 Setting script for diagnostic diagnostic_metrics +2025-05-26 19:35:24,604 UTC [7938] DEBUG esmvalcore._recipe.recipe:909 Setting script for diagnostic diagnostic_level2 +2025-05-26 19:35:24,604 UTC [7938] INFO esmvalcore._recipe.recipe:1119 Creating tasks from recipe +2025-05-26 19:35:24,604 UTC [7938] INFO esmvalcore._recipe.recipe:1128 Creating tasks for diagnostic diagnostic_metrics +2025-05-26 19:35:24,604 UTC [7938] INFO esmvalcore._recipe.recipe:1041 Creating diagnostic task diagnostic_metrics/plot_script +2025-05-26 19:35:24,604 UTC [7938] DEBUG esmvalcore._task:397 No local diagnostic script found. Attempting to load the script from the base repository. +2025-05-26 19:35:24,606 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/pr_double +2025-05-26 19:35:24,606 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'ITCZ_bias' task for variable 'pr_double' +2025-05-26 19:35:24,611 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,611 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,614 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs: + /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:24,614 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +2025-05-26 19:35:24,617 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,617 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,617 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,619 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/pr_double created. +2025-05-26 19:35:24,619 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/pr_double will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,619 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_pr_bias +2025-05-26 19:35:24,619 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_bias' task for variable 'eq_pr_bias' +2025-05-26 19:35:24,621 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,622 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,622 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs: + /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:24,622 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +2025-05-26 19:35:24,625 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,625 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,625 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,626 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_pr_bias created. +2025-05-26 19:35:24,626 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_pr_bias will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,626 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_sst_bias +2025-05-26 19:35:24,626 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_bias' task for variable 'eq_sst_bias' +2025-05-26 19:35:24,630 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:35:24,632 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:24,632 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,635 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,635 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,635 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,636 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_sst_bias created. +2025-05-26 19:35:24,637 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_sst_bias will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,637 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_tauu_bias +2025-05-26 19:35:24,637 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_bias' task for variable 'eq_tauu_bias' +2025-05-26 19:35:24,639 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu[_.]*nc')] +2025-05-26 19:35:24,640 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:24,640 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,643 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/*/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,643 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,643 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,644 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_tauu_bias created. +2025-05-26 19:35:24,644 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_tauu_bias will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +2025-05-26 19:35:24,645 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/pr_double_seacycle +2025-05-26 19:35:24,645 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'ITCZ_sea_cycle' task for variable 'pr_double_seacycle' +2025-05-26 19:35:24,646 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,646 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,647 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs: + /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:24,647 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +2025-05-26 19:35:24,648 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,649 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,649 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,650 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/pr_double_seacycle created. +2025-05-26 19:35:24,650 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/pr_double_seacycle will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,650 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_pr_seacycle +2025-05-26 19:35:24,650 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_sea_cycle' task for variable 'eq_pr_seacycle' +2025-05-26 19:35:24,651 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,652 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,652 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs: + /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:24,652 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +2025-05-26 19:35:24,654 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,654 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,654 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,655 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_pr_seacycle created. +2025-05-26 19:35:24,655 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_pr_seacycle will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,655 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_sst_seacycle +2025-05-26 19:35:24,655 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_sea_cycle' task for variable 'eq_sst_seacycle' +2025-05-26 19:35:24,657 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:35:24,657 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:24,657 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,659 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,659 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,659 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,660 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_sst_seacycle created. +2025-05-26 19:35:24,660 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_sst_seacycle will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,660 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/eq_tauu_seacycle +2025-05-26 19:35:24,660 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'eq_sea_cycle' task for variable 'eq_tauu_seacycle' +2025-05-26 19:35:24,662 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu[_.]*nc')] +2025-05-26 19:35:24,662 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:24,662 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,664 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/*/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,664 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,664 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,665 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/eq_tauu_seacycle created. +2025-05-26 19:35:24,665 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/eq_tauu_seacycle will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,665 UTC [7938] INFO esmvalcore._recipe.recipe:1128 Creating tasks for diagnostic diagnostic_level2 +2025-05-26 19:35:24,666 UTC [7938] INFO esmvalcore._recipe.recipe:1041 Creating diagnostic task diagnostic_level2/plot_script +2025-05-26 19:35:24,666 UTC [7938] DEBUG esmvalcore._task:397 No local diagnostic script found. Attempting to load the script from the base repository. +2025-05-26 19:35:24,666 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_level2/pr_bias +2025-05-26 19:35:24,666 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'map_bias_level2' task for variable 'pr_bias' +2025-05-26 19:35:24,667 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,667 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,668 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs: + /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:24,668 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +2025-05-26 19:35:24,670 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,670 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,670 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,671 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_level2/pr_bias created. +2025-05-26 19:35:24,671 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_level2/pr_bias will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,671 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_level2/pr_seacycle +2025-05-26 19:35:24,671 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'map_sea_cyclel2' task for variable 'pr_seacycle' +2025-05-26 19:35:24,673 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,673 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/*/pr_*.nc')] +2025-05-26 19:35:24,673 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset obs4MIPs: + /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:24,673 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, obs4MIPs, GPCP-V2.3, v20180519 +2025-05-26 19:35:24,675 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/*/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,675 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable pr of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,675 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: pr, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,676 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_level2/pr_seacycle created. +2025-05-26 19:35:24,676 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_level2/pr_seacycle will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:24,676 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_level2/sst_bias +2025-05-26 19:35:24,677 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'map_bias_level2' task for variable 'sst_bias' +2025-05-26 19:35:24,678 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:35:24,678 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:24,678 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,680 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,680 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,680 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,681 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_level2/sst_bias created. +2025-05-26 19:35:24,681 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_level2/sst_bias will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:35:24,681 UTC [7938] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_level2/tauu_bias +2025-05-26 19:35:24,681 UTC [7938] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'map_bias_level2' task for variable 'tauu_bias' +2025-05-26 19:35:24,683 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu[_.]*nc')] +2025-05-26 19:35:24,683 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:24,683 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, OBS6, TROPFLUX, v1 +2025-05-26 19:35:24,685 UTC [7938] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/*/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:35:24,685 UTC [7938] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tauu of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:24,685 UTC [7938] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tauu, Amon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:35:24,686 UTC [7938] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_level2/tauu_bias created. +2025-05-26 19:35:24,686 UTC [7938] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_level2/tauu_bias will create the files: +/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +2025-05-26 19:35:24,687 UTC [7938] DEBUG esmvalcore._recipe.recipe:962 Linking tasks for diagnostic diagnostic_metrics script plot_script +2025-05-26 19:35:24,687 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/pr_double matches ['diagnostic_metrics/pr_double'] +2025-05-26 19:35:24,687 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_pr_bias matches ['diagnostic_metrics/eq_pr_bias'] +2025-05-26 19:35:24,687 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_sst_bias matches ['diagnostic_metrics/eq_sst_bias'] +2025-05-26 19:35:24,687 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_tauu_bias matches ['diagnostic_metrics/eq_tauu_bias'] +2025-05-26 19:35:24,687 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/pr_double_seacycle matches ['diagnostic_metrics/pr_double_seacycle'] +2025-05-26 19:35:24,687 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_pr_seacycle matches ['diagnostic_metrics/eq_pr_seacycle'] +2025-05-26 19:35:24,687 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_sst_seacycle matches ['diagnostic_metrics/eq_sst_seacycle'] +2025-05-26 19:35:24,688 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/eq_tauu_seacycle matches ['diagnostic_metrics/eq_tauu_seacycle'] +2025-05-26 19:35:24,688 UTC [7938] DEBUG esmvalcore._recipe.recipe:962 Linking tasks for diagnostic diagnostic_level2 script plot_script +2025-05-26 19:35:24,688 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_level2/pr_bias matches ['diagnostic_level2/pr_bias'] +2025-05-26 19:35:24,688 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_level2/pr_seacycle matches ['diagnostic_level2/pr_seacycle'] +2025-05-26 19:35:24,688 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_level2/sst_bias matches ['diagnostic_level2/sst_bias'] +2025-05-26 19:35:24,688 UTC [7938] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_level2/tauu_bias matches ['diagnostic_level2/tauu_bias'] +2025-05-26 19:35:24,688 UTC [7938] INFO esmvalcore._recipe.recipe:1171 These tasks will be executed: diagnostic_metrics/eq_sst_seacycle, diagnostic_level2/tauu_bias, diagnostic_level2/pr_seacycle, diagnostic_metrics/eq_tauu_seacycle, diagnostic_level2/plot_script, diagnostic_level2/sst_bias, diagnostic_metrics/pr_double_seacycle, diagnostic_metrics/eq_pr_seacycle, diagnostic_metrics/plot_script, diagnostic_metrics/eq_tauu_bias, diagnostic_metrics/eq_pr_bias, diagnostic_metrics/pr_double, diagnostic_metrics/eq_sst_bias, diagnostic_level2/pr_bias +2025-05-26 19:35:24,693 UTC [7938] DEBUG esmvalcore._main:133 Recipe summary: +DiagnosticTask: diagnostic_level2/plot_script +script: enso_metrics/climatology_diagnosticlevel2.py +settings: +{'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'log_level': 'info', + 'output_file_type': 'png', + 'plot_dir': '/executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script', + 'profile_diagnostic': False, + 'recipe': PosixPath('recipe.yml'), + 'run_dir': '/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script', + 'script': 'plot_script', + 'version': '2.12.0', + 'work_dir': '/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script'} +ancestors: + PreprocessingTask: diagnostic_level2/pr_bias + order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_level2/pr_seacycle + order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_level2/sst_bias + order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_level2/tauu_bias + order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')}} + ancestors: + None + + +DiagnosticTask: diagnostic_metrics/plot_script +script: enso_metrics/climatology_diagnostic1.py +settings: +{'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'log_level': 'info', + 'output_file_type': 'png', + 'plot_dir': '/executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script', + 'profile_diagnostic': False, + 'recipe': PosixPath('recipe.yml'), + 'run_dir': '/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script', + 'script': 'plot_script', + 'version': '2.12.0', + 'work_dir': '/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script'} +ancestors: + PreprocessingTask: diagnostic_metrics/pr_double + order: ['climate_statistics', 'regrid', 'extract_region', 'convert_units', 'zonal_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'convert_units': {'units': 'mm/day'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 210.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}, + 'zonal_statistics': {'operator': 'mean'}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'convert_units': {'units': 'mm/day'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 210.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}, + 'zonal_statistics': {'operator': 'mean'}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/eq_pr_bias + order: ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/eq_sst_bias + order: ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/eq_tauu_bias + order: ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'full'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/pr_double_seacycle + order: ['climate_statistics', 'regrid', 'extract_region', 'convert_units', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'convert_units': {'units': 'mm/day'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 210.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'convert_units': {'units': 'mm/day'}, + 'extract_region': {'end_latitude': 15.0, + 'end_longitude': 270.0, + 'start_latitude': -15.0, + 'start_longitude': 210.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/eq_pr_seacycle + order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/eq_sst_seacycle + order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/eq_tauu_seacycle + order: ['climate_statistics', 'regrid', 'extract_region', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'climate_statistics': {'operator': 'mean', 'period': 'monthly'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + +2025-05-26 19:35:24,707 UTC [7938] INFO esmvalcore._recipe.recipe:1238 Wrote recipe with version numbers and wildcards to: +file:///executions/recipe_20250526_193523/run/recipe_filled.yml +2025-05-26 19:35:24,707 UTC [7938] DEBUG esmvalcore.config._dask:170 Using Dask profile 'local_distributed' +2025-05-26 19:35:24,707 UTC [7938] DEBUG esmvalcore.config._dask:174 Using additional Dask settings {} +2025-05-26 19:35:24,708 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:26,292 UTC [7938] DEBUG esmvalcore.config._dask:192 Using Dask cluster LocalCluster(d77ea240, 'tcp://127.0.0.1:37849', workers=2, threads=4, memory=8.00 GiB) +2025-05-26 19:35:26,305 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:26,319 UTC [7938] INFO esmvalcore.config._dask:205 Using Dask distributed scheduler (address: tcp://127.0.0.1:37849, dashboard link: http://127.0.0.1:8787/status) +2025-05-26 19:35:26,319 UTC [7938] INFO esmvalcore._task:844 Running 14 tasks sequentially +2025-05-26 19:35:26,320 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/pr_double in process [7938] +2025-05-26 19:35:26,358 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'convert_units', 'zonal_statistics'] +2025-05-26 19:35:26,359 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:26,359 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:26,362 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:26,364 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_bias', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_double', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:26,366 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:26,366 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:26,366 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:26,447 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:26,447 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:26,457 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_bias', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_double', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:26,459 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:26,461 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:26,461 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:26,462 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:26,469 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:26,471 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +timerange = '1979/2017' +2025-05-26 19:35:26,480 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:26,482 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_bias', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_double', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:26,483 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:26,484 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:26,484 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:26,485 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:26,486 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:26,487 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:26,515 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:26,517 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:26,519 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:26,526 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:26,527 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +start_longitude = 210.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:26,531 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:35:26,533 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +units = 'mm/day' +2025-05-26 19:35:26,534 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step zonal_statistics +2025-05-26 19:35:26,535 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'zonal_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:35:26,541 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:26,542 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc') +2025-05-26 19:35:26,542 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +lwe_precipitation_rate / (mm/day) (latitude: 30) + Dimension coordinates: + latitude x + Scalar coordinates: + longitude 240.0 degrees_east, bound=(210.0, 270.0) degrees_east + time 1998-05-18 00:00:00, bound=(1979-01-01 00:00:00, 2017-10-02 00:00:00) + Cell methods: + 0 time: mean + 1 time: mean + 2 longitude: mean + Attributes: + Conventions 'CF-1.4' + associated_files 'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...' + cmor_version '2.9.1' + contact 'George Huffman (george.j.huffman@nasa.gov)' + frequency 'mon' + institute_id 'NASA-GSFC' + institution 'NASA Goddard Space Flight Center, Greenbelt MD, USA' + mip_specs 'CMIP5' + model_id 'Obs-GPCP' + modeling_realm 'atmos' + original_name 'precip' + product 'observations' + project_id 'obs4MIPs' + realm 'atmos' + references 'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...' + source 'Obs-GPCP (Global Precipitation Climatology Project) v23rB1' + source_id 'GPCP' + source_type 'satellite_retrieval_and_gauge_analysis' + table_id 'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea' + title 'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:26,674 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:26,674 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:26,675 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:26,676 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_double', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:26,678 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:26,678 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:26,678 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:26,721 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:26,721 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:26,723 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_double', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:26,725 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:26,726 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:26,726 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:26,727 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:26,733 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:26,734 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:26,744 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:26,746 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_double', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:26,746 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:26,747 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:26,747 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:26,748 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:26,748 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:26,749 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:26,771 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:26,773 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:26,774 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:26,781 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:26,782 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 210.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:26,786 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:35:26,788 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +units = 'mm/day' +2025-05-26 19:35:26,789 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step zonal_statistics +2025-05-26 19:35:26,790 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'zonal_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:35:26,795 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:26,797 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:26,797 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +lwe_precipitation_rate / (mm/day) (latitude: 30) + Dimension coordinates: + latitude x + Scalar coordinates: + longitude 240.0 degrees_east, bound=(210.0, 270.0) degrees_east + time 1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00) + Cell methods: + 0 area: time: mean + 1 time: mean + 2 longitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'pr' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:26,814 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/pr_double +2025-05-26 19:35:26,822 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:28,611 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/pr_double (priority 1) in 0:00:02.291454 +2025-05-26 19:35:28,611 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/eq_pr_bias in process [7938] +2025-05-26 19:35:28,627 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics'] +2025-05-26 19:35:28,627 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:28,627 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:28,627 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:28,628 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_bias', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'eq_pr_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:28,629 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:28,629 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:28,629 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:28,651 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:28,651 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:28,654 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_bias', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'eq_pr_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:28,655 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:28,657 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:28,658 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:28,659 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:28,662 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:28,663 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +timerange = '1979/2017' +2025-05-26 19:35:28,669 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:28,671 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_bias', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'eq_pr_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:28,671 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:28,672 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:28,672 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:28,673 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:28,673 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:28,674 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:28,695 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:28,696 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:28,697 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:28,702 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:28,704 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:28,707 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:35:28,708 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:35:28,722 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:35:28,727 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:28,728 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc') +2025-05-26 19:35:28,729 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +precipitation_flux / (kg m-2 s-1) (longitude: 120) + Dimension coordinates: + longitude x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + time 1998-05-18 00:00:00, bound=(1979-01-01 00:00:00, 2017-10-02 00:00:00) + Cell methods: + 0 time: mean + 1 time: mean + 2 latitude: mean + Attributes: + Conventions 'CF-1.4' + associated_files 'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...' + cmor_version '2.9.1' + contact 'George Huffman (george.j.huffman@nasa.gov)' + frequency 'mon' + institute_id 'NASA-GSFC' + institution 'NASA Goddard Space Flight Center, Greenbelt MD, USA' + mip_specs 'CMIP5' + model_id 'Obs-GPCP' + modeling_realm 'atmos' + original_name 'precip' + product 'observations' + project_id 'obs4MIPs' + realm 'atmos' + references 'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...' + source 'Obs-GPCP (Global Precipitation Climatology Project) v23rB1' + source_id 'GPCP' + source_type 'satellite_retrieval_and_gauge_analysis' + table_id 'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea' + title 'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:28,742 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:28,742 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:28,742 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:28,743 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_pr_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:28,743 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:28,743 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:28,743 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:28,771 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:28,772 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:28,774 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_pr_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:28,775 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:28,776 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:28,776 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:28,777 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:28,783 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:28,784 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:28,793 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:28,794 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_pr_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:28,794 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:28,795 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:28,795 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:28,796 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:28,796 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:28,797 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:28,818 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:28,820 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:28,821 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:28,826 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:28,828 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:28,831 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:35:28,833 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:35:28,834 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:35:28,839 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:28,840 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:28,840 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +precipitation_flux / (kg m-2 s-1) (longitude: 120) + Dimension coordinates: + longitude x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + time 1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00) + Cell methods: + 0 area: time: mean + 1 time: mean + 2 latitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'pr' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:28,856 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_pr_bias +2025-05-26 19:35:28,860 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:29,180 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_pr_bias (priority 2) in 0:00:00.568311 +2025-05-26 19:35:29,180 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/eq_sst_bias in process [7938] +2025-05-26 19:35:29,210 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics'] +2025-05-26 19:35:29,210 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc +2025-05-26 19:35:29,210 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:29,211 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:29,212 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_bias', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_sst_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:29,212 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:29,213 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:29,213 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:29,238 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:29,238 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:29,240 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_bias', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_sst_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:29,241 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:29,242 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:29,242 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:29,243 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:29,245 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:29,246 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +timerange = '1979/2018' +2025-05-26 19:35:29,250 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:29,251 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_bias', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_sst_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:29,252 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:29,253 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:29,254 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:29,254 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:29,255 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:29,255 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:29,277 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:29,279 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:29,280 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:29,284 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:29,286 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:29,289 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:35:29,290 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:35:29,292 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:35:29,295 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:29,297 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc') +2025-05-26 19:35:29,297 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (longitude: 120) + Dimension coordinates: + longitude x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + time 1998-12-30 12:00:00.000040, bound=(1978-12-30 12:00:00.000080, 2018-12-30 12:00:00) + Cell methods: + 0 time: mean + 1 latitude: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc +2025-05-26 19:35:29,312 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:29,312 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:29,312 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:29,313 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_bias', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_sst_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:29,313 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:29,314 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:29,314 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:29,351 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:29,351 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:29,354 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_bias', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_sst_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:29,354 UTC [7938] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:35:29,354 UTC [7938] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:35:29,403 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:29,405 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:29,406 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:29,407 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:29,480 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:29,482 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:29,498 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:29,500 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_bias', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_sst_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:29,500 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:29,502 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:29,502 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:29,503 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:29,503 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:29,504 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:29,528 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:29,529 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:29,531 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None) +2025-05-26 19:35:30,444 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:30,446 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:30,452 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:35:30,454 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:35:30,457 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:35:30,463 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:30,465 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:30,466 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (longitude: 120) + Dimension coordinates: + longitude x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + time 1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00) + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + 3 latitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:30,484 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_sst_bias +2025-05-26 19:35:30,492 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:30,966 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_sst_bias (priority 3) in 0:00:01.785966 +2025-05-26 19:35:30,966 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/eq_tauu_bias in process [7938] +2025-05-26 19:35:31,005 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'meridional_statistics'] +2025-05-26 19:35:31,005 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +2025-05-26 19:35:31,005 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:31,005 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:31,007 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_bias', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_tauu_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:31,007 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:31,007 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:31,008 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:31,032 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:31,032 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:31,035 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_bias', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_tauu_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:31,036 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:31,038 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:31,038 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:31,039 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:31,043 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:31,044 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +timerange = '1979/2018' +2025-05-26 19:35:31,050 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:31,052 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_bias', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_tauu_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:31,052 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:31,053 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:31,053 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:31,054 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:31,054 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:31,056 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:31,086 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:31,087 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:31,089 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:31,096 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:31,098 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:31,101 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:35:31,102 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:35:31,104 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:35:31,108 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:31,109 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc') +2025-05-26 19:35:31,109 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +surface_downward_eastward_stress / (Pa) (longitude: 120) + Dimension coordinates: + longitude x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + time 1998-12-30 12:00:00.000040, bound=(1978-12-30 12:00:00.000080, 2018-12-30 12:00:00) + Cell methods: + 0 time: mean + 1 latitude: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-2121.gadi.nci.org.au' + mip 'Amon' + modeling_realm 'reanaly' + positive 'down' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +2025-05-26 19:35:31,121 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:31,121 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:31,121 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:31,122 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_tauu_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:31,122 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:31,122 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:31,122 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:31,152 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:31,152 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:31,154 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_tauu_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:31,155 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:31,157 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:31,157 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:31,158 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:31,164 UTC [7938] WARNING esmvalcore.cmor.check:223 There were warnings in variable tauu: + tauu: attribute positive not present +loaded from file +2025-05-26 19:35:31,164 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:31,165 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:31,173 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:31,175 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_bias', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_tauu_bias', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:31,175 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:31,176 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:31,176 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:31,177 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:31,177 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:31,178 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:31,198 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:31,199 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:31,200 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:31,206 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:31,207 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:31,211 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:35:31,212 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:35:31,213 UTC [7938] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:35:31,217 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:31,219 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:31,219 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +surface_downward_eastward_stress / (Pa) (longitude: 120) + Dimension coordinates: + longitude x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + time 1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00) + Cell methods: + 0 area: time: mean + 1 time: mean + 2 latitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tauu' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:31,233 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_tauu_bias +2025-05-26 19:35:31,238 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:31,768 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_tauu_bias (priority 4) in 0:00:00.801338 +2025-05-26 19:35:31,768 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/pr_double_seacycle in process [7938] +2025-05-26 19:35:31,800 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region', 'convert_units'] +2025-05-26 19:35:31,801 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:31,801 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:31,801 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:31,805 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_sea_cycle', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_double_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:31,806 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:31,807 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:31,807 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:31,840 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:31,840 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:31,844 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_sea_cycle', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_double_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:31,845 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:31,848 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:31,848 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:31,850 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:31,858 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:31,860 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +timerange = '1979/2017' +2025-05-26 19:35:31,867 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:31,871 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_sea_cycle', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_double_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:31,872 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:31,874 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:31,874 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:31,876 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:31,876 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:31,878 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:31,968 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:31,984 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:31,987 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:32,002 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:32,004 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +start_longitude = 210.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:32,014 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:35:32,017 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +units = 'mm/day' +2025-05-26 19:35:32,019 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:32,022 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc') +2025-05-26 19:35:32,023 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +lwe_precipitation_rate / (mm/day) (month_number: 12; latitude: 30; longitude: 60) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 time: mean + 1 month_number: mean + Attributes: + Conventions 'CF-1.4' + associated_files 'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...' + cmor_version '2.9.1' + contact 'George Huffman (george.j.huffman@nasa.gov)' + frequency 'mon' + institute_id 'NASA-GSFC' + institution 'NASA Goddard Space Flight Center, Greenbelt MD, USA' + mip_specs 'CMIP5' + model_id 'Obs-GPCP' + modeling_realm 'atmos' + original_name 'precip' + product 'observations' + project_id 'obs4MIPs' + realm 'atmos' + references 'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...' + source 'Obs-GPCP (Global Precipitation Climatology Project) v23rB1' + source_id 'GPCP' + source_type 'satellite_retrieval_and_gauge_analysis' + table_id 'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea' + title 'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:32,067 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:32,067 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:32,068 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:32,069 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_double_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:32,071 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:32,071 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:32,072 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:32,140 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:32,140 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:32,142 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_double_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:32,143 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:32,145 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:32,145 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:32,146 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:32,152 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:32,153 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:32,161 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:32,163 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'ITCZ_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_double_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:32,163 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:32,164 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:32,164 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:32,165 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:32,165 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:32,166 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:32,211 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:32,212 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:32,213 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:32,219 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:32,220 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 210.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:32,224 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:35:32,225 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +units = 'mm/day' +2025-05-26 19:35:32,226 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:32,227 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:32,227 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +lwe_precipitation_rate / (mm/day) (month_number: 12; latitude: 30; longitude: 60) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 area: time: mean + 1 month_number: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'pr' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:32,243 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/pr_double_seacycle +2025-05-26 19:35:32,248 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:32,778 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/pr_double_seacycle (priority 5) in 0:00:01.010077 +2025-05-26 19:35:32,779 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/eq_pr_seacycle in process [7938] +2025-05-26 19:35:32,797 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region'] +2025-05-26 19:35:32,797 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:32,797 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:32,798 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:32,799 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'eq_pr_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:32,799 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:32,800 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:32,800 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:32,822 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:32,823 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:32,826 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'eq_pr_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:32,827 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:32,829 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:32,829 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:32,830 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:32,833 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:32,834 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +timerange = '1979/2017' +2025-05-26 19:35:32,838 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:32,840 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'eq_pr_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:32,840 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:32,841 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:32,841 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:32,842 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:32,842 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:32,843 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:32,877 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:32,878 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:32,879 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:32,885 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:32,886 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:32,889 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:32,891 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc') +2025-05-26 19:35:32,891 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 10; longitude: 120) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 time: mean + 1 month_number: mean + Attributes: + Conventions 'CF-1.4' + associated_files 'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...' + cmor_version '2.9.1' + contact 'George Huffman (george.j.huffman@nasa.gov)' + frequency 'mon' + institute_id 'NASA-GSFC' + institution 'NASA Goddard Space Flight Center, Greenbelt MD, USA' + mip_specs 'CMIP5' + model_id 'Obs-GPCP' + modeling_realm 'atmos' + original_name 'precip' + product 'observations' + project_id 'obs4MIPs' + realm 'atmos' + references 'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...' + source 'Obs-GPCP (Global Precipitation Climatology Project) v23rB1' + source_id 'GPCP' + source_type 'satellite_retrieval_and_gauge_analysis' + table_id 'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea' + title 'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:32,905 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:32,906 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:32,906 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:32,907 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_pr_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:32,907 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:32,907 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:32,907 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:32,936 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:32,937 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:32,939 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_pr_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:32,940 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:32,941 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:32,941 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:32,942 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:32,948 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:32,949 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:32,957 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:32,959 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_pr_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:32,959 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:32,960 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:32,960 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:32,961 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:32,961 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:32,962 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:33,029 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:33,032 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:33,033 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:33,043 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:33,044 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:33,051 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:33,053 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:33,054 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 10; longitude: 120) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 area: time: mean + 1 month_number: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'pr' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:33,077 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_pr_seacycle +2025-05-26 19:35:33,082 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:33,460 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_pr_seacycle (priority 6) in 0:00:00.680658 +2025-05-26 19:35:33,460 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/eq_sst_seacycle in process [7938] +2025-05-26 19:35:33,478 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region'] +2025-05-26 19:35:33,478 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:35:33,478 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:33,479 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:33,480 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_sea_cycle', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'eq_sst_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:33,480 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:33,481 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:33,481 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:33,511 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:33,511 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:33,513 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_sea_cycle', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'eq_sst_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:33,515 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:33,516 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:33,516 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:33,517 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:33,519 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:33,521 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_sea_cycle', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'eq_sst_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:33,521 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:33,522 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:33,522 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:33,523 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:33,523 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:33,524 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:33,562 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:33,564 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:33,565 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:33,572 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:33,574 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:33,582 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:33,585 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc') +2025-05-26 19:35:33,585 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (month_number: 12; latitude: 10; longitude: 120) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 month_number: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:35:33,607 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:33,607 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:33,607 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:33,608 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_sea_cycle', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_sst_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:33,608 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:33,608 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:33,608 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:33,644 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:33,644 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:33,647 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_sea_cycle', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_sst_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:33,647 UTC [7938] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:35:33,647 UTC [7938] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:35:33,692 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:33,695 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:33,696 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:33,698 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:33,969 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:33,970 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:33,980 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:33,982 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'eq_sea_cycle', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_sst_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:33,982 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:33,983 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:33,984 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:33,985 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:33,985 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:33,986 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:34,035 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:34,037 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:34,038 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None) +2025-05-26 19:35:34,940 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:34,941 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:34,945 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:34,947 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:34,947 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (month_number: 12; latitude: 10; longitude: 120) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 month_number: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:34,964 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_sst_seacycle +2025-05-26 19:35:34,972 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:35,612 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_sst_seacycle (priority 7) in 0:00:02.151796 +2025-05-26 19:35:35,612 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/eq_tauu_seacycle in process [7938] +2025-05-26 19:35:35,637 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region'] +2025-05-26 19:35:35,637 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +2025-05-26 19:35:35,637 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:35,637 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:35,639 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_tauu_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:35,641 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:35,641 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:35,641 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:35,673 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:35,673 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:35,676 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_tauu_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:35,678 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:35,680 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:35,681 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:35,682 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:35,686 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:35,687 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +timerange = '1979/2018' +2025-05-26 19:35:35,692 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:35,695 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'eq_tauu_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:35,695 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:35,696 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:35,697 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:35,698 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:35,698 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:35,699 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:35,745 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:35,748 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:35,748 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:35,754 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:35,756 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:35,762 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:35,764 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc') +2025-05-26 19:35:35,764 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 10; longitude: 120) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 month_number: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-2121.gadi.nci.org.au' + mip 'Amon' + modeling_realm 'reanaly' + positive 'down' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +2025-05-26 19:35:35,785 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:35,785 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:35,785 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:35,786 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_tauu_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:35,787 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:35,787 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:35,787 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:35,833 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:35,833 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:35,836 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_tauu_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:35,838 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:35,840 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:35,841 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:35,842 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:35,852 UTC [7938] WARNING esmvalcore.cmor.check:223 There were warnings in variable tauu: + tauu: attribute positive not present +loaded from file +2025-05-26 19:35:35,852 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:35,854 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:35,868 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:35,870 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'eq_sea_cycle', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'eq_tauu_seacycle', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:35,871 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:35,872 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:35,872 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:35,874 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:35,874 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:35,875 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:35,944 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:35,945 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:35,946 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:35,952 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:35,953 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:35:35,957 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:35,958 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:35,958 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +surface_downward_eastward_stress / (Pa) (month_number: 12; latitude: 10; longitude: 120) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 area: time: mean + 1 month_number: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tauu' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:35,974 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/eq_tauu_seacycle +2025-05-26 19:35:35,983 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:36,508 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/eq_tauu_seacycle (priority 8) in 0:00:00.896141 +2025-05-26 19:35:36,509 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_metrics/plot_script in process [7938] +2025-05-26 19:35:36,513 UTC [7938] INFO esmvalcore._task:564 Running command ['/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python', '/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnostic1.py', '/executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml'] +2025-05-26 19:35:36,514 UTC [7938] DEBUG esmvalcore._task:565 in environment +{'MPLBACKEND': 'Agg'} +2025-05-26 19:35:36,514 UTC [7938] DEBUG esmvalcore._task:567 in current working directory: /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script +2025-05-26 19:35:36,514 UTC [7938] INFO esmvalcore._task:568 Writing output to /executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script +2025-05-26 19:35:36,514 UTC [7938] INFO esmvalcore._task:569 Writing plots to /executions/recipe_20250526_193523/plots/diagnostic_metrics/plot_script +2025-05-26 19:35:36,514 UTC [7938] INFO esmvalcore._task:570 Writing log to /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/log.txt +2025-05-26 19:35:36,514 UTC [7938] INFO esmvalcore._task:580 To re-run this diagnostic script, run: +cd /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script; MPLBACKEND="Agg" /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnostic1.py /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/settings.yml +2025-05-26 19:35:48,661 UTC [7938] INFO esmvalcore._task:141 Maximum memory used (estimate): 0.6 GB +2025-05-26 19:35:48,662 UTC [7938] INFO esmvalcore._task:144 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +2025-05-26 19:35:48,663 UTC [7938] DEBUG esmvalcore._task:657 Script enso_metrics/climatology_diagnostic1.py completed successfully +2025-05-26 19:35:48,663 UTC [7938] DEBUG esmvalcore._task:682 Collecting provenance from /executions/recipe_20250526_193523/run/diagnostic_metrics/plot_script/diagnostic_provenance.yml +2025-05-26 19:35:48,880 UTC [7938] DEBUG urllib3.connectionpool:1051 Starting new HTTPS connection (1): cera-www.dkrz.de:443 +2025-05-26 19:35:49,179 UTC [7938] DEBUG urllib3.connectionpool:546 https://cera-www.dkrz.de:443 "GET /WDCC/ui/cerasearch/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 302 280 +2025-05-26 19:35:49,211 UTC [7938] DEBUG urllib3.connectionpool:546 https://cera-www.dkrz.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 302 282 +2025-05-26 19:35:49,214 UTC [7938] DEBUG urllib3.connectionpool:1051 Starting new HTTPS connection (1): www.wdc-climate.de:443 +2025-05-26 19:35:49,457 UTC [7938] DEBUG urllib3.connectionpool:546 https://www.wdc-climate.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 200 12025 +2025-05-26 19:35:49,479 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:35:49,479 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:35:49,479 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:35:49,479 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:35:49,862 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:35:49,863 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:35:49,863 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:35:49,863 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:35:50,269 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:35:50,269 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:35:50,269 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:35:50,269 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:35:50,637 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:35:50,637 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:35:50,637 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:35:50,637 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:35:51,022 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:35:51,022 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:35:51,023 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:35:51,023 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:35:51,399 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:35:51,399 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:35:51,399 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:35:51,399 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:35:51,791 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:35:51,791 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:35:51,791 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:35:51,791 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:35:52,160 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:35:52,160 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:35:52,160 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:35:52,160 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:35:53,013 UTC [7938] DEBUG esmvalcore._task:770 Collecting provenance of task diagnostic_metrics/plot_script took 4.3 seconds +2025-05-26 19:35:53,013 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/plot_script (priority 0) in 0:00:16.504546 +2025-05-26 19:35:53,013 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_level2/pr_bias in process [7938] +2025-05-26 19:35:53,022 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region'] +2025-05-26 19:35:53,022 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:53,022 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:53,023 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:53,024 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_bias_level2', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:53,024 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:53,024 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:53,024 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:53,038 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:53,038 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:53,040 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_bias_level2', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:53,041 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:53,042 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:53,042 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:53,043 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:53,045 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:53,046 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +timerange = '1979/2017' +2025-05-26 19:35:53,050 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:53,051 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_bias_level2', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:53,051 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:53,052 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:53,052 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:53,053 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:53,053 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:53,054 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:53,076 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:53,077 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:53,078 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:53,084 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:53,085 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:53,089 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:53,090 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc') +2025-05-26 19:35:53,091 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +precipitation_flux / (kg m-2 s-1) (latitude: 30; longitude: 120) + Dimension coordinates: + latitude x - + longitude - x + Scalar coordinates: + time 1998-05-18 00:00:00, bound=(1979-01-01 00:00:00, 2017-10-02 00:00:00) + Cell methods: + 0 time: mean + 1 time: mean + Attributes: + Conventions 'CF-1.4' + associated_files 'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...' + cmor_version '2.9.1' + contact 'George Huffman (george.j.huffman@nasa.gov)' + frequency 'mon' + institute_id 'NASA-GSFC' + institution 'NASA Goddard Space Flight Center, Greenbelt MD, USA' + mip_specs 'CMIP5' + model_id 'Obs-GPCP' + modeling_realm 'atmos' + original_name 'precip' + product 'observations' + project_id 'obs4MIPs' + realm 'atmos' + references 'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...' + source 'Obs-GPCP (Global Precipitation Climatology Project) v23rB1' + source_id 'GPCP' + source_type 'satellite_retrieval_and_gauge_analysis' + table_id 'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea' + title 'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:53,104 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:53,104 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:53,104 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:53,105 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_bias_level2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:53,105 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:53,106 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:53,106 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:53,138 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:53,138 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:53,140 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_bias_level2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:53,141 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:53,143 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:53,143 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:53,144 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:53,150 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:53,151 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:53,161 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:53,162 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_bias_level2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:53,162 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:53,163 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:53,164 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:53,164 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:53,164 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:53,165 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:53,186 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:53,187 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:53,188 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:53,194 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:53,195 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:53,199 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:53,201 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:53,201 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +precipitation_flux / (kg m-2 s-1) (latitude: 30; longitude: 120) + Dimension coordinates: + latitude x - + longitude - x + Scalar coordinates: + time 1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00) + Cell methods: + 0 area: time: mean + 1 time: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'pr' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:53,215 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_level2/pr_bias +2025-05-26 19:35:53,219 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:53,443 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_level2/pr_bias (priority 10) in 0:00:00.429660 +2025-05-26 19:35:53,443 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_level2/pr_seacycle in process [7938] +2025-05-26 19:35:53,463 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region'] +2025-05-26 19:35:53,463 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:53,463 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:53,463 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:53,465 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_obs4MIPs_GPCP-V2.3_v20180519_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_sea_cyclel2', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_seacycle', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:53,465 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:53,465 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:53,465 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:53,489 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc +2025-05-26 19:35:53,489 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:53,492 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_sea_cyclel2', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_seacycle', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:53,494 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:53,496 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:53,496 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:53,497 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:53,502 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:53,503 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +timerange = '1979/2017' +2025-05-26 19:35:53,509 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:53,512 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_sea_cyclel2', +mip = 'Amon', +dataset = 'GPCP-V2.3', +project = 'obs4MIPs', +tier = 1, +timerange = '1979/2017', +variable_group = 'pr_seacycle', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'obs4MIPs', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20180519' +2025-05-26 19:35:53,512 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:53,513 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +check_level = , +cmor_table = 'obs4MIPs', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:53,513 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:53,514 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:53,514 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:53,515 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:53,550 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:53,552 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:53,553 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:53,559 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:53,560 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:53,564 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:53,565 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/obs4MIPs/GPCP-V2.3/v20180519/pr_GPCP-SG_L3_v2.3_197901-201710.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc') +2025-05-26 19:35:53,565 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 30; longitude: 120) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 time: mean + 1 month_number: mean + Attributes: + Conventions 'CF-1.4' + associated_files 'baseURL: http://cmip-pcmdi.llnl.gov/CMIP5/dataLocation gridspecFile: gridspec_atmos_fx_Obs-GPCP_GPCP_r0i0p0.nc ...' + cmor_version '2.9.1' + contact 'George Huffman (george.j.huffman@nasa.gov)' + frequency 'mon' + institute_id 'NASA-GSFC' + institution 'NASA Goddard Space Flight Center, Greenbelt MD, USA' + mip_specs 'CMIP5' + model_id 'Obs-GPCP' + modeling_realm 'atmos' + original_name 'precip' + product 'observations' + project_id 'obs4MIPs' + realm 'atmos' + references 'Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; ...' + source 'Obs-GPCP (Global Precipitation Climatology Project) v23rB1' + source_id 'GPCP' + source_type 'satellite_retrieval_and_gauge_analysis' + table_id 'Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea' + title 'Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), ...' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc +2025-05-26 19:35:53,580 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:53,580 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:53,580 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:53,581 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/pr_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_sea_cyclel2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_seacycle', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:53,581 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:53,581 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:53,582 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:53,609 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:53,610 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:53,612 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_sea_cyclel2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_seacycle', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:53,613 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:53,615 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:53,615 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:53,615 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:53,621 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:53,622 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:53,631 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:53,632 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'pr', +preprocessor = 'map_sea_cyclel2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'pr_seacycle', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'pr', +standard_name = 'precipitation_flux', +long_name = 'Precipitation', +units = 'kg m-2 s-1', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:53,632 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:53,633 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'pr' +2025-05-26 19:35:53,633 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:53,634 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:53,634 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:53,635 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'monthly' +2025-05-26 19:35:53,681 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:53,683 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:53,684 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:53,690 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:53,691 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:53,695 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:53,696 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/pr/gn/v20191115/pr_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:53,696 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +precipitation_flux / (kg m-2 s-1) (month_number: 12; latitude: 30; longitude: 120) + Dimension coordinates: + month_number x - - + latitude - x - + longitude - - x + Cell methods: + 0 area: time: mean + 1 month_number: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'pr' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:53,948 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_level2/pr_seacycle +2025-05-26 19:35:53,954 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:54,380 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_level2/pr_seacycle (priority 11) in 0:00:00.936467 +2025-05-26 19:35:54,380 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_level2/sst_bias in process [7938] +2025-05-26 19:35:54,404 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region'] +2025-05-26 19:35:54,404 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:35:54,404 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:54,405 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:54,406 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'map_bias_level2', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'sst_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:54,406 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:54,407 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:54,407 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:54,436 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:35:54,436 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:54,439 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'map_bias_level2', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'sst_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:54,440 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:54,442 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:54,442 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:54,443 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:54,448 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:54,450 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'map_bias_level2', +mip = 'Omon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'sst_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:35:54,450 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:54,451 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:54,452 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:54,453 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:54,453 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:54,454 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:54,482 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:54,483 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:54,484 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:54,490 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:54,491 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:54,496 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:54,500 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc') +2025-05-26 19:35:54,501 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (latitude: 30; longitude: 120) + Dimension coordinates: + latitude x - + longitude - x + Scalar coordinates: + time 1998-12-30 12:00:00.000040, bound=(1978-12-30 12:00:00.000080, 2018-12-30 12:00:00) + Cell methods: + 0 time: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:35:54,523 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:54,523 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:54,523 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:54,524 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'map_bias_level2', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'sst_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:54,525 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:54,525 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:54,525 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:54,585 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:54,586 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:54,588 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'map_bias_level2', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'sst_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:54,588 UTC [7938] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:35:54,588 UTC [7938] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:35:54,634 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:54,637 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:54,638 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:54,639 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:54,709 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:54,711 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:54,727 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:54,730 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +preprocessor = 'map_bias_level2', +mip = 'Omon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'sst_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:54,730 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:54,732 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:35:54,732 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:54,733 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:54,734 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:54,735 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:54,773 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:54,774 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:54,776 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None) +2025-05-26 19:35:55,489 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:55,491 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:55,494 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:55,497 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:55,497 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (latitude: 30; longitude: 120) + Dimension coordinates: + latitude x - + longitude - x + Scalar coordinates: + time 1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00) + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:55,512 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_level2/sst_bias +2025-05-26 19:35:55,518 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:55,837 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_level2/sst_bias (priority 12) in 0:00:01.456752 +2025-05-26 19:35:55,837 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_level2/tauu_bias in process [7938] +2025-05-26 19:35:55,850 UTC [7938] DEBUG esmvalcore.preprocessor:716 Running block ['climate_statistics', 'regrid', 'extract_region'] +2025-05-26 19:35:55,850 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +2025-05-26 19:35:55,850 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:55,850 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:55,851 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'map_bias_level2', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'tauu_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:55,852 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:55,852 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:55,852 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:55,872 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc +2025-05-26 19:35:55,872 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:55,875 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'map_bias_level2', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'tauu_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:55,876 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:55,877 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:55,877 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:55,878 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:55,881 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:55,881 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +timerange = '1979/2018' +2025-05-26 19:35:55,885 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:55,886 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'map_bias_level2', +mip = 'Amon', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +timerange = '1979/2018', +variable_group = 'tauu_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 0, +alias = 'OBS6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon' +2025-05-26 19:35:55,887 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:55,888 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:55,888 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:55,889 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:55,889 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:55,890 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:55,918 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:55,920 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:55,921 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:55,928 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:55,930 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:55,934 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:55,936 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc') +2025-05-26 19:35:55,936 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +surface_downward_eastward_stress / (Pa) (latitude: 30; longitude: 120) + Dimension coordinates: + latitude x - + longitude - x + Scalar coordinates: + time 1998-12-30 12:00:00.000040, bound=(1978-12-30 12:00:00.000080, 2018-12-30 12:00:00) + Cell methods: + 0 time: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-2121.gadi.nci.org.au' + mip 'Amon' + modeling_realm 'reanaly' + positive 'down' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc +2025-05-26 19:35:55,953 UTC [7938] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:55,953 UTC [7938] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:35:55,953 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:35:55,954 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193523/preproc/fixed_files/tauu_Amon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'map_bias_level2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tauu_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:55,954 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:35:55,954 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:35:55,954 UTC [7938] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:55,996 UTC [7938] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:35:55,996 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:35:55,998 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'map_bias_level2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tauu_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:55,999 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:35:56,000 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:35:56,001 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:35:56,001 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:56,009 UTC [7938] WARNING esmvalcore.cmor.check:223 There were warnings in variable tauu: + tauu: attribute positive not present +loaded from file +2025-05-26 19:35:56,009 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:35:56,010 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:35:56,020 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:35:56,021 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tauu', +preprocessor = 'map_bias_level2', +mip = 'Amon', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tauu_bias', +diagnostic = 'diagnostic_level2', +recipe_dataset_index = 1, +alias = 'CMIP6', +original_short_name = 'tauu', +standard_name = 'surface_downward_eastward_stress', +long_name = 'Surface Downward Eastward Wind Stress', +units = 'Pa', +modeling_realm = ['atmos'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:35:56,021 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:35:56,022 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Amon', +frequency = 'mon', +short_name = 'tauu' +2025-05-26 19:35:56,023 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:35:56,024 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:35:56,024 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:35:56,025 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean', +period = 'full' +2025-05-26 19:35:56,051 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:35:56,053 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:35:56,054 UTC [7938] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:35:56,063 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:35:56,065 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -15.0, +end_latitude = 15.0 +2025-05-26 19:35:56,075 UTC [7938] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:35:56,079 UTC [7938] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Amon/tauu/gn/v20191115/tauu_Amon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:35:56,079 UTC [7938] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +surface_downward_eastward_stress / (Pa) (latitude: 30; longitude: 120) + Dimension coordinates: + latitude x - + longitude - x + Scalar coordinates: + time 1932-07-02 12:00:00, bound=(1850-01-01 00:00:00, 2015-01-01 00:00:00) + Cell methods: + 0 area: time: mean + 1 time: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacella' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'atmos' + regrid_method 'bilinear' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Amon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tauu' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:35:56,104 UTC [7938] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_level2/tauu_bias +2025-05-26 19:35:56,111 UTC [7938] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:35:56,435 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_level2/tauu_bias (priority 13) in 0:00:00.597257 +2025-05-26 19:35:56,435 UTC [7938] INFO esmvalcore._task:289 Starting task diagnostic_level2/plot_script in process [7938] +2025-05-26 19:35:56,437 UTC [7938] INFO esmvalcore._task:564 Running command ['/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python', '/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnosticlevel2.py', '/executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml'] +2025-05-26 19:35:56,437 UTC [7938] DEBUG esmvalcore._task:565 in environment +{'MPLBACKEND': 'Agg'} +2025-05-26 19:35:56,437 UTC [7938] DEBUG esmvalcore._task:567 in current working directory: /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script +2025-05-26 19:35:56,437 UTC [7938] INFO esmvalcore._task:568 Writing output to /executions/recipe_20250526_193523/work/diagnostic_level2/plot_script +2025-05-26 19:35:56,437 UTC [7938] INFO esmvalcore._task:569 Writing plots to /executions/recipe_20250526_193523/plots/diagnostic_level2/plot_script +2025-05-26 19:35:56,437 UTC [7938] INFO esmvalcore._task:570 Writing log to /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/log.txt +2025-05-26 19:35:56,437 UTC [7938] INFO esmvalcore._task:580 To re-run this diagnostic script, run: +cd /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script; MPLBACKEND="Agg" /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/climatology_diagnosticlevel2.py /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/settings.yml +2025-05-26 19:36:10,574 UTC [7938] INFO esmvalcore._task:141 Maximum memory used (estimate): 0.6 GB +2025-05-26 19:36:10,574 UTC [7938] INFO esmvalcore._task:144 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +2025-05-26 19:36:10,575 UTC [7938] DEBUG esmvalcore._task:657 Script enso_metrics/climatology_diagnosticlevel2.py completed successfully +2025-05-26 19:36:10,575 UTC [7938] DEBUG esmvalcore._task:682 Collecting provenance from /executions/recipe_20250526_193523/run/diagnostic_level2/plot_script/diagnostic_provenance.yml +2025-05-26 19:36:10,637 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:36:10,637 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:36:10,637 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:36:10,638 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:36:11,252 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:36:11,252 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:36:11,253 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:36:11,253 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:36:11,887 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:36:11,887 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:36:11,887 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:36:11,887 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:36:12,486 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:36:12,486 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:36:12,486 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:36:12,486 UTC [7938] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:36:13,107 UTC [7938] DEBUG esmvalcore._task:770 Collecting provenance of task diagnostic_level2/plot_script took 2.5 seconds +2025-05-26 19:36:13,107 UTC [7938] INFO esmvalcore._task:295 Successfully completed task diagnostic_level2/plot_script (priority 9) in 0:00:16.672508 +2025-05-26 19:36:13,504 UTC [7938] INFO esmvalcore._recipe.recipe:1201 Wrote recipe with version numbers and wildcards to: +file:///executions/recipe_20250526_193523/run/recipe_filled.yml +2025-05-26 19:36:13,633 UTC [7938] INFO esmvalcore.experimental.recipe_output:280 Wrote recipe output to: +file:///executions/recipe_20250526_193523/index.html +2025-05-26 19:36:13,633 UTC [7938] INFO esmvalcore._main:138 Ending the Earth System Model Evaluation Tool at time: 2025-05-26 19:36:13 UTC +2025-05-26 19:36:13,633 UTC [7938] INFO esmvalcore._main:142 Time for running the recipe was: 0:00:49.090771 +2025-05-26 19:36:13,717 UTC [7938] INFO esmvalcore._task:141 Maximum memory used (estimate): 1.8 GB +2025-05-26 19:36:13,717 UTC [7938] INFO esmvalcore._task:144 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +2025-05-26 19:36:13,718 UTC [7938] INFO esmvalcore._main:518 Removing `preproc` directory containing preprocessed data +2025-05-26 19:36:13,718 UTC [7938] INFO esmvalcore._main:521 If this data is further needed, then set `remove_preproc_dir` to `false` in your configuration +2025-05-26 19:36:13,720 UTC [7938] WARNING esmvalcore._main:491 Input data is not (fully) CMOR-compliant, see /executions/recipe_20250526_193523/run/cmor_log.txt for details +2025-05-26 19:36:13,720 UTC [7938] INFO esmvalcore._main:496 Run was successful diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/recipe.yml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/recipe.yml new file mode 100644 index 000000000..ee155a8bd --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/recipe.yml @@ -0,0 +1,216 @@ +documentation: + description: ENSO CLIVAR metrics by Yann Planton, background climatology for REF + title: Reproducing ENSO CLIVAR metrics - background climatology + authors: + - chun_felicity + - beucher_romain + - planton_yann + maintainer: + - chun_felicity + +preprocessors: + base_bias: &base_bias + custom_order: true + # mask_landsea: + # mask_out: land + climate_statistics: + operator: mean + period: full + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 210. + end_longitude: 270. + start_latitude: -15. + end_latitude: 15. + + ITCZ_bias: + <<: *base_bias + convert_units: + units: mm/day + zonal_statistics: + operator: mean + + eq_bias: + <<: *base_bias + extract_region: &eq_region + start_longitude: 150. + end_longitude: 270. + start_latitude: -5. + end_latitude: 5. + meridional_statistics: + operator: mean + + base_cycle: &base_cycle + <<: *base_bias + climate_statistics: + operator: mean + period: monthly + + ITCZ_sea_cycle: + <<: *base_cycle + convert_units: + units: mm/day + + eq_sea_cycle: + <<: *base_cycle + extract_region: + <<: *eq_region + + map_bias_level2: &map_bias + custom_order: true + # mask_landsea: + # mask_out: land + climate_statistics: + operator: mean + period: full + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 150. + end_longitude: 270. + start_latitude: -15. + end_latitude: 15. + + map_sea_cyclel2: + <<: *map_bias + climate_statistics: + operator: mean + period: monthly + + +diagnostics: + diagnostic_metrics: + description: run preprocessors on variables for background climatology metrics + variables: + pr_double: + short_name: pr + preprocessor: ITCZ_bias + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - &id001 + project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + mip: Amon + timerange: 18500116T120000/20141216T120000 + eq_pr_bias: + short_name: pr + preprocessor: eq_bias + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + eq_sst_bias: + short_name: tos + preprocessor: eq_bias + mip: Omon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + start_year: 1979, end_year: 2018} + - &id002 + project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + mip: Omon + timerange: 18500116T120000/20141216T120000 + eq_tauu_bias: + short_name: tauu + preprocessor: eq_bias + mip: Amon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Amon, start_year: 1979, end_year: 2018} + - &id003 + project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + mip: Amon + timerange: 18500116T120000/20141216T120000 + pr_double_seacycle: + short_name: pr + preprocessor: ITCZ_sea_cycle + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + eq_pr_seacycle: + short_name: pr + preprocessor: eq_sea_cycle + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + eq_sst_seacycle: + short_name: tos + preprocessor: eq_sea_cycle + mip: Omon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Omon} + - *id002 + eq_tauu_seacycle: + short_name: tauu + preprocessor: eq_sea_cycle + mip: Amon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Amon, start_year: 1979, end_year: 2018} + - *id003 + scripts: + plot_script: + script: enso_metrics/climatology_diagnostic1.py + + diagnostic_level2: + description: run preprocessors on variables for background climatology diagnostic + level 2 + variables: + pr_bias: + short_name: pr + preprocessor: map_bias_level2 + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + pr_seacycle: + short_name: pr + preprocessor: map_sea_cyclel2 + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + sst_bias: + short_name: tos + preprocessor: map_bias_level2 + mip: Omon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Omon} + - *id002 + tauu_bias: + short_name: tauu + preprocessor: map_bias_level2 + mip: Amon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Amon, start_year: 1979, end_year: 2018} + - *id003 + + scripts: + plot_script: + script: enso_metrics/climatology_diagnosticlevel2.py diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/recipe_filled.yml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/recipe_filled.yml new file mode 100644 index 000000000..4200a4c29 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/recipe_filled.yml @@ -0,0 +1,271 @@ +documentation: + description: ENSO CLIVAR metrics by Yann Planton, background climatology for REF + title: Reproducing ENSO CLIVAR metrics - background climatology + authors: + - chun_felicity + - beucher_romain + - planton_yann + maintainer: + - chun_felicity +preprocessors: + base_bias: + custom_order: true + climate_statistics: + operator: mean + period: full + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 210.0 + end_longitude: 270.0 + start_latitude: -15.0 + end_latitude: 15.0 + ITCZ_bias: + custom_order: true + climate_statistics: + operator: mean + period: full + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 210.0 + end_longitude: 270.0 + start_latitude: -15.0 + end_latitude: 15.0 + convert_units: + units: mm/day + zonal_statistics: + operator: mean + eq_bias: + custom_order: true + climate_statistics: + operator: mean + period: full + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 150.0 + end_longitude: 270.0 + start_latitude: -5.0 + end_latitude: 5.0 + meridional_statistics: + operator: mean + base_cycle: + custom_order: true + climate_statistics: + operator: mean + period: monthly + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 210.0 + end_longitude: 270.0 + start_latitude: -15.0 + end_latitude: 15.0 + ITCZ_sea_cycle: + custom_order: true + climate_statistics: + operator: mean + period: monthly + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 210.0 + end_longitude: 270.0 + start_latitude: -15.0 + end_latitude: 15.0 + convert_units: + units: mm/day + eq_sea_cycle: + custom_order: true + climate_statistics: + operator: mean + period: monthly + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 150.0 + end_longitude: 270.0 + start_latitude: -5.0 + end_latitude: 5.0 + map_bias_level2: + custom_order: true + climate_statistics: + operator: mean + period: full + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 150.0 + end_longitude: 270.0 + start_latitude: -15.0 + end_latitude: 15.0 + map_sea_cyclel2: + custom_order: true + climate_statistics: + operator: mean + period: monthly + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 150.0 + end_longitude: 270.0 + start_latitude: -15.0 + end_latitude: 15.0 + default: {} +diagnostics: + diagnostic_metrics: + description: run preprocessors on variables for background climatology metrics + variables: + pr_double: + short_name: pr + preprocessor: ITCZ_bias + mip: Amon + additional_datasets: + - dataset: GPCP-V2.3 + project: obs4MIPs + tier: 1 + timerange: 1979/2017 + version: v20180519 + eq_pr_bias: + short_name: pr + preprocessor: eq_bias + mip: Amon + additional_datasets: + - dataset: GPCP-V2.3 + project: obs4MIPs + tier: 1 + timerange: 1979/2017 + version: v20180519 + eq_sst_bias: + short_name: tos + preprocessor: eq_bias + mip: Omon + additional_datasets: + - dataset: TROPFLUX + version: v1 + project: OBS6 + type: reanaly + tier: 2 + timerange: 1979/2018 + eq_tauu_bias: + short_name: tauu + preprocessor: eq_bias + mip: Amon + additional_datasets: + - dataset: TROPFLUX + version: v1 + project: OBS6 + type: reanaly + tier: 2 + timerange: 1979/2018 + pr_double_seacycle: + short_name: pr + preprocessor: ITCZ_sea_cycle + mip: Amon + additional_datasets: + - dataset: GPCP-V2.3 + project: obs4MIPs + tier: 1 + timerange: 1979/2017 + version: v20180519 + eq_pr_seacycle: + short_name: pr + preprocessor: eq_sea_cycle + mip: Amon + additional_datasets: + - dataset: GPCP-V2.3 + project: obs4MIPs + tier: 1 + timerange: 1979/2017 + version: v20180519 + eq_sst_seacycle: + short_name: tos + preprocessor: eq_sea_cycle + mip: Omon + additional_datasets: + - dataset: TROPFLUX + version: v1 + project: OBS6 + type: reanaly + tier: 2 + eq_tauu_seacycle: + short_name: tauu + preprocessor: eq_sea_cycle + mip: Amon + additional_datasets: + - dataset: TROPFLUX + version: v1 + project: OBS6 + type: reanaly + tier: 2 + timerange: 1979/2018 + scripts: + plot_script: + script: enso_metrics/climatology_diagnostic1.py + diagnostic_level2: + description: run preprocessors on variables for background climatology diagnostic + level 2 + variables: + pr_bias: + short_name: pr + preprocessor: map_bias_level2 + mip: Amon + additional_datasets: + - dataset: GPCP-V2.3 + project: obs4MIPs + tier: 1 + timerange: 1979/2017 + version: v20180519 + pr_seacycle: + short_name: pr + preprocessor: map_sea_cyclel2 + mip: Amon + additional_datasets: + - dataset: GPCP-V2.3 + project: obs4MIPs + tier: 1 + timerange: 1979/2017 + version: v20180519 + sst_bias: + short_name: tos + preprocessor: map_bias_level2 + mip: Omon + additional_datasets: + - dataset: TROPFLUX + version: v1 + project: OBS6 + type: reanaly + tier: 2 + tauu_bias: + short_name: tauu + preprocessor: map_bias_level2 + mip: Amon + additional_datasets: + - dataset: TROPFLUX + version: v1 + project: OBS6 + type: reanaly + tier: 2 + timerange: 1979/2018 + scripts: + plot_script: + script: enso_metrics/climatology_diagnosticlevel2.py +datasets: +- project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + timerange: 18500116T120000/20141216T120000 + version: v20191115 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/resource_usage.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/resource_usage.txt new file mode 100644 index 000000000..a9955365c --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/run/resource_usage.txt @@ -0,0 +1,49 @@ +Date and time (UTC) Real time (s) CPU time (s) CPU (%) Memory (GB) Memory (%) Disk read (GB) Disk write (GB) +2025-05-26 19:35:24.864992 1.1 7.2 0 0.4 3 0.298 0.0 +2025-05-26 19:35:25.873467 2.1 8.7 54 0.6 4 0.303 0.0 +2025-05-26 19:35:26.881569 3.1 10.2 52 0.7 5 0.316 0.0 +2025-05-26 19:35:27.899202 4.2 11.8 10 1.0 7 0.329 0.0 +2025-05-26 19:35:28.919539 5.2 13.4 40 1.1 7 0.331 0.0 +2025-05-26 19:35:29.927251 6.2 14.9 62 1.1 7 0.339 0.0 +2025-05-26 19:35:30.939520 7.2 16.4 65 1.1 8 0.374 0.0 +2025-05-26 19:35:32.079533 8.3 18.3 70 1.1 8 0.412 0.0 +2025-05-26 19:35:33.145434 9.4 20.4 79 1.1 8 0.412 0.0 +2025-05-26 19:35:34.166204 10.4 22.2 72 1.2 8 0.412 0.0 +2025-05-26 19:35:35.240550 11.5 24.3 85 1.2 8 0.412 0.0 +2025-05-26 19:35:36.266569 12.5 26.2 62 1.2 8 0.412 0.0 +2025-05-26 19:35:37.275147 13.5 27.7 19 1.2 9 0.421 0.0 +2025-05-26 19:35:38.282601 14.5 29.1 7 1.4 10 0.422 0.0 +2025-05-26 19:35:39.293256 15.6 30.4 9 1.5 10 0.422 0.0 +2025-05-26 19:35:40.301957 16.6 31.8 7 1.6 11 0.422 0.0 +2025-05-26 19:35:41.309323 17.6 33.1 13 1.6 11 0.424 0.0 +2025-05-26 19:35:42.320407 18.6 34.5 12 1.7 12 0.424 0.0 +2025-05-26 19:35:43.327923 19.6 35.9 15 1.7 12 0.424 0.0 +2025-05-26 19:35:44.335829 20.6 37.3 12 1.7 12 0.424 0.0 +2025-05-26 19:35:45.344661 21.6 38.7 12 1.7 12 0.424 0.0 +2025-05-26 19:35:46.352784 22.6 40.1 12 1.7 12 0.424 0.0 +2025-05-26 19:35:47.361183 23.6 41.5 13 1.8 12 0.424 0.0 +2025-05-26 19:35:48.368678 24.6 42.9 8 1.6 11 0.424 0.0 +2025-05-26 19:35:49.384336 25.7 43.7 32 1.2 8 0.442 0.0 +2025-05-26 19:35:50.395495 26.7 45.0 100 1.2 8 0.442 0.0 +2025-05-26 19:35:51.411954 27.7 46.4 107 1.2 8 0.442 0.0 +2025-05-26 19:35:52.419536 28.7 47.7 107 1.2 8 0.442 0.0 +2025-05-26 19:35:53.446163 29.7 49.2 92 1.2 8 0.442 0.0 +2025-05-26 19:35:54.545028 30.8 51.0 83 1.2 8 0.442 0.0 +2025-05-26 19:35:55.556994 31.8 52.4 87 1.2 9 0.442 0.0 +2025-05-26 19:35:56.566994 32.8 53.9 48 1.2 8 0.442 0.0 +2025-05-26 19:35:57.579409 33.8 55.4 9 1.4 9 0.442 0.0 +2025-05-26 19:35:58.586930 34.9 56.7 9 1.5 10 0.442 0.0 +2025-05-26 19:35:59.596384 35.9 58.1 7 1.6 11 0.442 0.0 +2025-05-26 19:36:00.607009 36.9 59.5 9 1.6 11 0.445 0.0 +2025-05-26 19:36:01.616337 37.9 60.9 14 1.7 12 0.448 0.0 +2025-05-26 19:36:02.627847 38.9 62.4 10 1.7 12 0.448 0.0 +2025-05-26 19:36:03.636308 39.9 63.8 9 1.7 12 0.449 0.0 +2025-05-26 19:36:04.645327 40.9 65.2 8 1.7 12 0.449 0.0 +2025-05-26 19:36:05.654400 41.9 66.6 11 1.7 12 0.449 0.0 +2025-05-26 19:36:06.662419 42.9 68.0 9 1.7 12 0.449 0.0 +2025-05-26 19:36:07.672385 43.9 69.5 14 1.8 13 0.449 0.0 +2025-05-26 19:36:08.680685 44.9 71.0 11 1.8 13 0.449 0.0 +2025-05-26 19:36:09.691440 46.0 72.3 9 1.8 13 0.449 0.0 +2025-05-26 19:36:10.699974 47.0 72.9 20 1.2 8 0.455 0.0 +2025-05-26 19:36:11.708571 48.0 74.3 109 1.2 9 0.455 0.0 +2025-05-26 19:36:12.716919 49.0 75.7 107 1.2 9 0.455 0.0 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2.nc new file mode 100644 index 000000000..d5f6f3dc2 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..75dcd84a9 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_data_citation_info.txt @@ -0,0 +1,2 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_provenance.xml new file mode 100644 index 000000000..479bb9cb3 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_bias_level2_provenance.xml @@ -0,0 +1,160 @@ + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + Time-mean precipitation bias in the equatorial Pacific, primarily highlighting the double intertropical convergence zone (ITCZ) bias. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2.nc new file mode 100644 index 000000000..82d86de94 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_data_citation_info.txt new file mode 100644 index 000000000..75dcd84a9 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_data_citation_info.txt @@ -0,0 +1,2 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_provenance.xml new file mode 100644 index 000000000..9816620c9 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_pr_map_sea_cyclel2_provenance.xml @@ -0,0 +1,160 @@ + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + Bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2.nc new file mode 100644 index 000000000..f2e445b3e Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..75dcd84a9 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_data_citation_info.txt @@ -0,0 +1,2 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_provenance.xml new file mode 100644 index 000000000..76f3a077d --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tauu_map_bias_level2_provenance.xml @@ -0,0 +1,160 @@ + + + + Time-mean zonal wind stress bias in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2.nc new file mode 100644 index 000000000..d90a4d1f5 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..75dcd84a9 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_data_citation_info.txt @@ -0,0 +1,2 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_provenance.xml new file mode 100644 index 000000000..d3458c9f7 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/ACCESS-ESM1-5_tos_map_bias_level2_provenance.xml @@ -0,0 +1,160 @@ + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + Time-mean sea surface temperature bias in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2.nc new file mode 100644 index 000000000..57bb7cde1 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..a4f9bc981 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_citation.bibtex @@ -0,0 +1,28 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..b5bc51ceb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_data_citation_info.txt @@ -0,0 +1,2 @@ +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_provenance.xml new file mode 100644 index 000000000..e54276791 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_bias_level2_provenance.xml @@ -0,0 +1,123 @@ + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + + + + + + + Time-mean precipitation bias in the equatorial Pacific, primarily highlighting the double intertropical convergence zone (ITCZ) bias. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_bias_level2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2.nc new file mode 100644 index 000000000..ecef3d732 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_citation.bibtex new file mode 100644 index 000000000..a4f9bc981 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_citation.bibtex @@ -0,0 +1,28 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_data_citation_info.txt new file mode 100644 index 000000000..b5bc51ceb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_data_citation_info.txt @@ -0,0 +1,2 @@ +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_provenance.xml new file mode 100644 index 000000000..fc29d9d3f --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/GPCP-V2.3_pr_map_sea_cyclel2_provenance.xml @@ -0,0 +1,123 @@ + + + + Bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + map_sea_cyclel2 + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2.nc new file mode 100644 index 000000000..d8bb47c99 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..a4f9bc981 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_citation.bibtex @@ -0,0 +1,28 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..f0332290d --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_data_citation_info.txt @@ -0,0 +1,2 @@ +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_provenance.xml new file mode 100644 index 000000000..1a2e211d1 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tauu_map_bias_level2_provenance.xml @@ -0,0 +1,117 @@ + + + + Time-mean zonal wind stress bias in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + map_bias_level2 + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2.nc new file mode 100644 index 000000000..b31384681 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_citation.bibtex new file mode 100644 index 000000000..a4f9bc981 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_citation.bibtex @@ -0,0 +1,28 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_data_citation_info.txt new file mode 100644 index 000000000..f0332290d --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_data_citation_info.txt @@ -0,0 +1,2 @@ +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_provenance.xml new file mode 100644 index 000000000..d8ebbaefb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_level2/plot_script/TROPFLUX_tos_map_bias_level2_provenance.xml @@ -0,0 +1,113 @@ + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + Time-mean sea surface temperature bias in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + map_bias_level2 + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias.nc new file mode 100644 index 000000000..cd005d44e Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_provenance.xml new file mode 100644 index 000000000..0ff580644 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + Zonal bias in the time-mean precipitation structure across the equatorial Pacific (averaged between 5°S-5°N), illustrating the increased precipitation in the eastern Pacific and decreased precipitation in the western Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle.nc new file mode 100644 index 000000000..cb40642dd Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_provenance.xml new file mode 100644 index 000000000..272e99bc8 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_pr_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + Zonal bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias.nc new file mode 100644 index 000000000..532d248ea Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_provenance.xml new file mode 100644 index 000000000..febc6d4ee --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + + + + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Zonal bias in the sea surface temperature structure across the equatorial Pacific (averaged between 5°S-5°N), primarily illustrating the cold tongue bias (typically warmer near South America and cooler further west). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle.nc new file mode 100644 index 000000000..8543af2ac Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_provenance.xml new file mode 100644 index 000000000..7e230cf87 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_sst_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + Zonal bias in the amplitude of the mean seasonal cycle of sea surface temperature in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias.nc new file mode 100644 index 000000000..581035588 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_provenance.xml new file mode 100644 index 000000000..781f3b506 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + Zonal bias in the structure of zonal wind stress across the equatorial Pacific (averaged between 5°S-5°N), primarily highlighting the trade winds bias (typically weaker circulation in the central Pacific and stronger in the western Pacific). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle.nc new file mode 100644 index 000000000..a35b3a967 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_provenance.xml new file mode 100644 index 000000000..3e911c9b2 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_eq_tauu_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double.nc new file mode 100644 index 000000000..54584be10 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_provenance.xml new file mode 100644 index 000000000..8da0a15e9 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + Meridional bias in the time-mean precipitation structure across the eastern Pacific (averaged between 150-90°W), primarily illustrating the double intertropical convergence zone (ITCZ) bias. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle.nc new file mode 100644 index 000000000..373d13377 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_provenance.xml new file mode 100644 index 000000000..4720aecf0 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_pr_double_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + Meridional bias in the amplitude of the mean seasonal precipitation cycle in the eastern Pacific (averaged between 150-90°W). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias.nc new file mode 100644 index 000000000..7ca9c875c Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_provenance.xml new file mode 100644 index 000000000..fd1585b64 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + Zonal bias in the time-mean precipitation structure across the equatorial Pacific (averaged between 5°S-5°N), illustrating the increased precipitation in the eastern Pacific and decreased precipitation in the western Pacific. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle.nc new file mode 100644 index 000000000..639fb21ec Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_provenance.xml new file mode 100644 index 000000000..814141c5a --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_eq_pr_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + Zonal bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double.nc new file mode 100644 index 000000000..2ea0f5090 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_provenance.xml new file mode 100644 index 000000000..152201d3e --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + Meridional bias in the time-mean precipitation structure across the eastern Pacific (averaged between 150-90°W), primarily illustrating the double intertropical convergence zone (ITCZ) bias. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle.nc new file mode 100644 index 000000000..ff87a4cd7 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_provenance.xml new file mode 100644 index 000000000..d79c12384 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/GPCP-V2.3_pr_double_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + Meridional bias in the amplitude of the mean seasonal precipitation cycle in the eastern Pacific (averaged between 150-90°W). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias.nc new file mode 100644 index 000000000..525b405fa Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_provenance.xml new file mode 100644 index 000000000..2488ea7bc --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + Zonal bias in the sea surface temperature structure across the equatorial Pacific (averaged between 5°S-5°N), primarily illustrating the cold tongue bias (typically warmer near South America and cooler further west). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle.nc new file mode 100644 index 000000000..1e4b80c85 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_provenance.xml new file mode 100644 index 000000000..291a0fd38 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_sst_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + Zonal bias in the amplitude of the mean seasonal cycle of sea surface temperature in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias.nc new file mode 100644 index 000000000..17b2dbd12 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_provenance.xml new file mode 100644 index 000000000..47c88bcb1 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + Zonal bias in the structure of zonal wind stress across the equatorial Pacific (averaged between 5°S-5°N), primarily highlighting the trade winds bias (typically weaker circulation in the central Pacific and stronger in the western Pacific). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle.nc b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle.nc new file mode 100644 index 000000000..6d30f88e6 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_provenance.xml new file mode 100644 index 000000000..32f37c54d --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/TROPFLUX_eq_tauu_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + Zonal bias in the amplitude of the mean seasonal cycle of zonal wind stress in the equatorial Pacific (averaged between 5°S-5°N). + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + + + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix.csv b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix.csv new file mode 100644 index 000000000..b263bdef5 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix.csv @@ -0,0 +1,8 @@ +ACCESS-ESM1-5,eq_pr_bias,1.3640636676123135 +ACCESS-ESM1-5,eq_pr_seacycle,0.35285469024354754 +ACCESS-ESM1-5,eq_sst_bias,0.562611323410251 +ACCESS-ESM1-5,eq_sst_seacycle,0.2684097908394591 +ACCESS-ESM1-5,eq_tauu_bias,10.769645534690259 +ACCESS-ESM1-5,eq_tauu_seacycle,1.3783237281587757 +ACCESS-ESM1-5,pr_double,1.2616793426669306 +ACCESS-ESM1-5,pr_double_seacycle,1.184088897583797 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_data_citation_info.txt new file mode 100644 index 000000000..0eda7ffdb --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_data_citation_info.txt @@ -0,0 +1,6 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_provenance.xml b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_provenance.xml new file mode 100644 index 000000000..82fef9ba8 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193523/work/diagnostic_metrics/plot_script/matrix_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_bias + v20180519 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + OBS6 + 0 + tos + sea_surface_temperature + 1979 + 2 + 1979/2018 + reanaly + degC + eq_sst_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + OBS6 + 0 + tos + sea_surface_temperature + 2 + reanaly + degC + eq_sst_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_bias + v1 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc + mon + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + OBS6 + 0 + tauu + surface_downward_eastward_stress + 1979 + 2 + 1979/2018 + reanaly + Pa + eq_tauu_seacycle + v1 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T05:11:13Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T05:11:13Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tauu (['fld_s03i460']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/87b25ea0-7fec-462f-8612-b25599906e91 + tauu + r1i1p1f1 + v20191115 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_sea_cycle + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.4 + 2.9.1 + NOAA Climate Data Record Program for satellites, FY 2011. Global Precipitation Climatology Project (GPCP) Monthly Version 2.3 gridded, merged satellite/gauge precipitation Climate Data Record (CDR) with errors from 1979 to present. + George Huffman (george.j.huffman@nasa.gov) + 2018-02-08T15:25:54Z + mon + 2018-02-08T15:25:54Z CMOR rewrote data to comply with CF standards and CMIP5 requirements. + NASA-GSFC + NASA Goddard Space Flight Center, Greenbelt MD, USA + CMIP5 + Obs-GPCP + atmos + observations + obs4MIPs + atmos + Huffman et al. 1997, http://dx.doi.org/10.1175/1520-0477(1997)078<0005:TGPCPG>2.0.CO;2; Adler et al. 2003, http://dx.doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2; Huffman et al. 2009, http://dx.doi.org/10.1029/2009GL040000; Adler et al. 2016, Global Precipitation Climatology Project (GPCP) Monthly Analysis: Climate Algorithm Theoretical Basis Document (C-ATBD) + Obs-GPCP (Global Precipitation Climatology Project) v23rB1 + GPCP + satellite_retrieval_and_gauge_analysis + Table Amon_ana (10 March 2011) 34230b4cbd7bedf38c827d6e41c1b8ea + Global Precipitation Climatology Project (GPCP) Climate Data Record (CDR), Monthly V2.3 observation output prepared for obs4MIPs. + 4070c751-6c2d-440f-a4d7-5b325fb98990 + + + + + + + + + + + + + + + + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + List of metric values. + ['planton2021'] + tcp://127.0.0.1:37849 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Surface Downward Eastward Wind Stress + Amon + ['atmos'] + tauu + eq_bias + CMIP6 + 1 + tauu + surface_downward_eastward_stress + 1850 + 18500116T120000/20141216T120000 + Pa + eq_tauu_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + pr_double + v20191115 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + eq_pr_seacycle + v20180519 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Precipitation + Amon + ['atmos'] + pr + eq_sea_cycle + CMIP6 + 1 + pr + precipitation_flux + 1850 + 18500116T120000/20141216T120000 + kg m-2 s-1 + eq_pr_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_bias + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_bias + v20191115 + {'operator': 'mean', 'period': 'full'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T04:32:57Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacella + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T04:32:57Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: pr (['fld_s05i216']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + atmos + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Amon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/e1bc1d0d-54d8-4a7f-adae-d3f6324a2366 + pr + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + eq_sea_cycle + CMIP6 + 1 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + eq_sst_seacycle + v20191115 + {'operator': 'mean', 'period': 'monthly'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc + mon + Precipitation + Amon + ['atmos'] + pr + ITCZ_bias + obs4MIPs + 0 + pr + precipitation_flux + 1979 + 1 + 1979/2017 + kg m-2 s-1 + pr_double + v20180519 + {'operator': 'mean', 'period': 'full'} + {'units': 'mm/day'} + {'start_longitude': 210.0, 'end_longitude': 270.0, 'start_latitude': -15.0, 'end_latitude': 15.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193523/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/out.log 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background climatology + authors: + - chun_felicity + - beucher_romain + - planton_yann + maintainer: + - chun_felicity + +preprocessors: + base_bias: &base_bias + custom_order: true + # mask_landsea: + # mask_out: land + climate_statistics: + operator: mean + period: full + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 210. + end_longitude: 270. + start_latitude: -15. + end_latitude: 15. + + ITCZ_bias: + <<: *base_bias + convert_units: + units: mm/day + zonal_statistics: + operator: mean + + eq_bias: + <<: *base_bias + extract_region: &eq_region + start_longitude: 150. + end_longitude: 270. + start_latitude: -5. + end_latitude: 5. + meridional_statistics: + operator: mean + + base_cycle: &base_cycle + <<: *base_bias + climate_statistics: + operator: mean + period: monthly + + ITCZ_sea_cycle: + <<: *base_cycle + convert_units: + units: mm/day + + eq_sea_cycle: + <<: *base_cycle + extract_region: + <<: *eq_region + + map_bias_level2: &map_bias + custom_order: true + # mask_landsea: + # mask_out: land + climate_statistics: + operator: mean + period: full + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 150. + end_longitude: 270. + start_latitude: -15. + end_latitude: 15. + + map_sea_cyclel2: + <<: *map_bias + climate_statistics: + operator: mean + period: monthly + + +diagnostics: + diagnostic_metrics: + description: run preprocessors on variables for background climatology metrics + variables: + pr_double: + short_name: pr + preprocessor: ITCZ_bias + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - &id001 + project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + mip: Amon + timerange: 18500116T120000/20141216T120000 + eq_pr_bias: + short_name: pr + preprocessor: eq_bias + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + eq_sst_bias: + short_name: tos + preprocessor: eq_bias + mip: Omon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + start_year: 1979, end_year: 2018} + - &id002 + project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + mip: Omon + timerange: 18500116T120000/20141216T120000 + eq_tauu_bias: + short_name: tauu + preprocessor: eq_bias + mip: Amon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Amon, start_year: 1979, end_year: 2018} + - &id003 + project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + mip: Amon + timerange: 18500116T120000/20141216T120000 + pr_double_seacycle: + short_name: pr + preprocessor: ITCZ_sea_cycle + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + eq_pr_seacycle: + short_name: pr + preprocessor: eq_sea_cycle + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + eq_sst_seacycle: + short_name: tos + preprocessor: eq_sea_cycle + mip: Omon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Omon} + - *id002 + eq_tauu_seacycle: + short_name: tauu + preprocessor: eq_sea_cycle + mip: Amon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Amon, start_year: 1979, end_year: 2018} + - *id003 + scripts: + plot_script: + script: enso_metrics/climatology_diagnostic1.py + + diagnostic_level2: + description: run preprocessors on variables for background climatology diagnostic + level 2 + variables: + pr_bias: + short_name: pr + preprocessor: map_bias_level2 + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + pr_seacycle: + short_name: pr + preprocessor: map_sea_cyclel2 + mip: Amon + additional_datasets: + - {dataset: GPCP-V2.3, project: obs4MIPs, tier: 1, start_year: 1979, end_year: 2017} + - *id001 + sst_bias: + short_name: tos + preprocessor: map_bias_level2 + mip: Omon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Omon} + - *id002 + tauu_bias: + short_name: tauu + preprocessor: map_bias_level2 + mip: Amon + additional_datasets: + - {dataset: TROPFLUX, version: v1, project: OBS6, type: reanaly, tier: 2, + mip: Amon, start_year: 1979, end_year: 2018} + - *id003 + + scripts: + plot_script: + script: enso_metrics/climatology_diagnosticlevel2.py diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/config/config.yml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/config/config.yml new file mode 100644 index 000000000..b7a954b20 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/config/config.yml @@ -0,0 +1,18 @@ +drs: + CMIP6: ESGF + obs4MIPs: ESGF + OBS: default + OBS6: default + native6: default +output_dir: + /executions +rootpath: + CMIP6: + /climate_data + obs4MIPs: + - /climate_data + - /home/bandela/.cache/climate_ref/ESMValTool + OBS: /home/bandela/.cache/climate_ref/ESMValTool/OBS + OBS6: /home/bandela/.cache/climate_ref/ESMValTool/OBS + native6: /home/bandela/.cache/climate_ref/ESMValTool/RAWOBS +search_esgf: never diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/diagnostic.json b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/diagnostic.json new file mode 100644 index 000000000..5006d4ebd --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/diagnostic.json @@ -0,0 +1,52 @@ +{ + "DIMENSIONS": { + "json_structure": [ + "grid_label", + "member_id", + "source_id", + "region", + "metric" + ], + "region": { + "global": {} + }, + "metric": { + "09pattern": {}, + "10lifecycle": {}, + "11amplitude": {}, + "12seasonality": {}, + "13asymmetry": {}, + "14duration": {}, + "15diversity": {} + }, + "grid_label": { + "gn": {} + }, + "member_id": { + "r1i1p1f1": {} + }, + "source_id": { + "ACCESS-ESM1-5": {} + } + }, + "RESULTS": { + "gn": { + "r1i1p1f1": { + "ACCESS-ESM1-5": { + "global": { + "09pattern": 0.1997316294442932, + "10lifecycle": 0.1591977882295059, + "11amplitude": 7.509807934001442, + "12seasonality": 64.42112276886938, + "13asymmetry": 176.8532610925655, + "14duration": 15.384615384615383, + "15diversity": 51.24999999999999 + } + } + } + } + }, + "PROVENANCE": null, + "DISCLAIMER": null, + "NOTES": null +} \ No newline at end of file diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/index.html b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/index.html new file mode 100644 index 000000000..1be9ac6f1 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/index.html @@ -0,0 +1,676 @@ + + + + + + + + Recipe + + + + + + + + + +
+
+ ESMValTool logo. +
+
+ +

Reproducing basic ENSO characteristics metrics

+ +

+ ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for +use in REF +

+ +

Authors

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Maintainers

+ + + +

Projects

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+ +

References

+ +
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+ + + + + +
+ + +
+

Diagnostic_Metrics

+

run preprocessors on variables for ENSO metrics

+ + + + +

Diagnostic Metrics: Plot Script

+ + + +
+
+ + Zonal structure of sea surface temperature anomalies in the equatorial Pacific (averaged between 5°S and 5°N). + +
+ Zonal structure of sea surface temperature anomalies in the equatorial Pacific (averaged between 5°S and 5°N). +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Temporal evolution of sea surface temperature anomalies in the central equatorial Pacific (Niño 3.4 region average), illustrating the ENSO-associated variability. + +
+ Temporal evolution of sea surface temperature anomalies in the central equatorial Pacific (Niño 3.4 region average), illustrating the ENSO-associated variability. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Standard deviation of sea surface temperature anomalies in the central equatorial Pacific (Niño 3.4 region average), representing the amplitude of variability. + +
+ Standard deviation of sea surface temperature anomalies in the central equatorial Pacific (Niño 3.4 region average), representing the amplitude of variability. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Ratio of winter to spring standard deviation of sea surface temperature anomalies in the central equatorial Pacific, illustrating the seasonal timing of SSTA. + +
+ Ratio of winter to spring standard deviation of sea surface temperature anomalies in the central equatorial Pacific, illustrating the seasonal timing of SSTA. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Skewness of sea surface temperature anomalies in the central equatorial Pacific, illustrating the expected asymmetry where positive SSTA values should typically be larger than negative SSTA values (usually close to 0). + +
+ Skewness of sea surface temperature anomalies in the central equatorial Pacific, illustrating the expected asymmetry where positive SSTA values should typically be larger than negative SSTA values (usually close to 0). +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Duration of the ENSO life cycle where SSTA exceeds 0.25, illustrating the 'duration' of the SSTA event. + +
+ Duration of the ENSO life cycle where SSTA exceeds 0.25, illustrating the 'duration' of the SSTA event. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + +
+
+ + Width of the zonal location of maximum (minimum) SSTA during all El Niño (La Niña) events, illustrating the 'diversity' of ENSO events. + +
+ Width of the zonal location of maximum (minimum) SSTA during all El Niño (La Niña) events, illustrating the 'diversity' of ENSO events. +
+
+ download | + references | + extra data citation | + provenance +
+
+
+ + + + +

Data files

+ +
+
+ +
+
+ + + +
+ + +
+ +

Files

+ +

+ main_log.txt | + main_log_debug.txt | + recipe.yml | + figures | + data +

+ + + + + + \ No newline at end of file diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern.png b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern.png new file mode 100644 index 000000000..548a32a8a Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_provenance.xml new file mode 100644 index 000000000..5fc5678fe --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + Zonal structure of sea surface temperature anomalies in the equatorial Pacific (averaged between 5°S and 5°N). + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle.png b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle.png new file mode 100644 index 000000000..9d480f350 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_provenance.xml new file mode 100644 index 000000000..3b4e082a0 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle_provenance.xml @@ -0,0 +1,761 @@ + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + Temporal evolution of sea surface temperature anomalies in the central equatorial Pacific (Niño 3.4 region average), illustrating the ENSO-associated variability. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude.png b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude.png new file mode 100644 index 000000000..50827e8ed Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_provenance.xml new file mode 100644 index 000000000..7e788645a --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Standard deviation of sea surface temperature anomalies in the central equatorial Pacific (Niño 3.4 region average), representing the amplitude of variability. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality.png b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality.png new file mode 100644 index 000000000..04bb64bb7 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_provenance.xml new file mode 100644 index 000000000..3639fb2c3 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + Ratio of winter to spring standard deviation of sea surface temperature anomalies in the central equatorial Pacific, illustrating the seasonal timing of SSTA. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry.png b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry.png new file mode 100644 index 000000000..6561f3920 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_provenance.xml new file mode 100644 index 000000000..557a0d02a --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry_provenance.xml @@ -0,0 +1,761 @@ + + + + Skewness of sea surface temperature anomalies in the central equatorial Pacific, illustrating the expected asymmetry where positive SSTA values should typically be larger than negative SSTA values (usually close to 0). + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration.png b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration.png new file mode 100644 index 000000000..de047a9fd Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_provenance.xml new file mode 100644 index 000000000..a96c5d2cc --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Duration of the ENSO life cycle where SSTA exceeds 0.25, illustrating the 'duration' of the SSTA event. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity.png b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity.png new file mode 100644 index 000000000..3f6138d1f Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity.png differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_provenance.xml new file mode 100644 index 000000000..3e9a7c876 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + Width of the zonal location of maximum (minimum) SSTA during all El Niño (La Niña) events, illustrating the 'diversity' of ENSO events. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/cmor_log.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/cmor_log.txt new file mode 100644 index 000000000..e69de29bb diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/diagnostic_provenance.yml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/diagnostic_provenance.yml new file mode 100644 index 000000000..f4e93b779 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/diagnostic_provenance.yml @@ -0,0 +1,569 @@ +? /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern.png +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Zonal structure of sea surface temperature anomalies in the equatorial\ + \ Pacific (averaged between 5\xB0S and 5\xB0N)." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle.png +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Temporal evolution of sea surface temperature anomalies in the central\ + \ equatorial Pacific (Ni\xF1o 3.4 region average), illustrating the ENSO-associated\ + \ variability." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude.png +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Standard deviation of sea surface temperature anomalies in the central\ + \ equatorial Pacific (Ni\xF1o 3.4 region average), representing the amplitude\ + \ of variability." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality.png +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: Ratio of winter to spring standard deviation of sea surface temperature + anomalies in the central equatorial Pacific, illustrating the seasonal timing + of SSTA. + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry.png +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: 'Skewness of sea surface temperature anomalies in the central equatorial + Pacific, illustrating the expected asymmetry where positive SSTA values should + typically be larger than negative SSTA values (usually close to 0). ' + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration.png +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: Duration of the ENSO life cycle where SSTA exceeds 0.25, illustrating the + 'duration' of the SSTA event. + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity.png +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Width of the zonal location of maximum (minimum) SSTA during all El Ni\xF1\ + o (La Ni\xF1a) events, illustrating the 'diversity' of ENSO events." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Zonal structure of sea surface temperature anomalies in the equatorial\ + \ Pacific (averaged between 5\xB0S and 5\xB0N)." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Temporal evolution of sea surface temperature anomalies in the central\ + \ equatorial Pacific (Ni\xF1o 3.4 region average), illustrating the ENSO-associated\ + \ variability." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: Ratio of winter to spring standard deviation of sea surface temperature + anomalies in the central equatorial Pacific, illustrating the seasonal timing + of SSTA. + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: 'Skewness of sea surface temperature anomalies in the central equatorial + Pacific, illustrating the expected asymmetry where positive SSTA values should + typically be larger than negative SSTA values (usually close to 0). ' + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: Duration of the ENSO life cycle where SSTA exceeds 0.25, illustrating the + 'duration' of the SSTA event. + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Width of the zonal location of maximum (minimum) SSTA during all El Ni\xF1\ + o (La Ni\xF1a) events, illustrating the 'diversity' of ENSO events." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Zonal structure of sea surface temperature anomalies in the equatorial\ + \ Pacific (averaged between 5\xB0S and 5\xB0N)." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Temporal evolution of sea surface temperature anomalies in the central\ + \ equatorial Pacific (Ni\xF1o 3.4 region average), illustrating the ENSO-associated\ + \ variability." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: Ratio of winter to spring standard deviation of sea surface temperature + anomalies in the central equatorial Pacific, illustrating the seasonal timing + of SSTA. + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: 'Skewness of sea surface temperature anomalies in the central equatorial + Pacific, illustrating the expected asymmetry where positive SSTA values should + typically be larger than negative SSTA values (usually close to 0). ' + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: Duration of the ENSO life cycle where SSTA exceeds 0.25, illustrating the + 'duration' of the SSTA event. + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity.nc +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: "Width of the zonal location of maximum (minimum) SSTA during all El Ni\xF1\ + o (La Ni\xF1a) events, illustrating the 'diversity' of ENSO events." + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly +? /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix.csv +: ancestors: + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + - /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + caption: List of metric values. + domains: + - eq + plot_types: + - line + references: + - planton2021 + statistics: + - anomaly diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/log.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/log.txt new file mode 100644 index 000000000..2900c7d59 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/log.txt @@ -0,0 +1,365 @@ +/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmpy/interface/loadESMF.py:94: VersionWarning: ESMF installation version 8.8.0, ESMPy version 8.8.0b0 + warnings.warn("ESMF installation version {}, ESMPy version {}".format( +INFO:esmvaltool.diag_scripts.shared._base:Starting diagnostic script plot_script with configuration: +auxiliary_data_dir: /home/bandela/auxiliary_data +input_data: + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: enso_amplitude + project: CMIP6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: tos_amp + version: v20191115 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: enso_amplitude + project: OBS6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + tier: 2 + type: reanaly + units: degC + variable_group: tos_amp + version: v1 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: ssta_ninoarea + project: CMIP6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: tos_lifdur1 + version: v20191115 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: ssta_ninoarea + project: OBS6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + tier: 2 + type: reanaly + units: degC + variable_group: tos_lifdur1 + version: v1 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: ssta_meridional + project: CMIP6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: tos_lifdurdiv2 + version: v20191115 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: ssta_meridional + project: OBS6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + tier: 2 + type: reanaly + units: degC + variable_group: tos_lifdurdiv2 + version: v1 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: ssta_pattern2 + project: CMIP6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: tos_pat2 + version: v20191115 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: ssta_pattern2 + project: OBS6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + tier: 2 + type: reanaly + units: degC + variable_group: tos_pat2 + version: v1 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: ssta_dec_area + project: CMIP6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: tos_patdiv1 + version: v20191115 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: ssta_dec_area + project: OBS6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + tier: 2 + type: reanaly + units: degC + variable_group: tos_patdiv1 + version: v1 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + : activity: CMIP + alias: CMIP6 + dataset: ACCESS-ESM1-5 + diagnostic: diagnostic_metrics + end_year: 2014 + ensemble: r1i1p1f1 + exp: historical + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + frequency: mon + grid: gn + institute: CSIRO + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: enso_seas_asym + project: CMIP6 + recipe_dataset_index: 0 + short_name: tos + standard_name: sea_surface_temperature + start_year: 1850 + timerange: 18500116T120000/20141216T120000 + units: degC + variable_group: tos_seas_asym + version: v20191115 + ? /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + : alias: OBS6 + dataset: TROPFLUX + diagnostic: diagnostic_metrics + filename: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + frequency: mon + long_name: Sea Surface Temperature + mip: Omon + modeling_realm: + - ocean + preprocessor: enso_seas_asym + project: OBS6 + recipe_dataset_index: 1 + short_name: tos + standard_name: sea_surface_temperature + tier: 2 + type: reanaly + units: degC + variable_group: tos_seas_asym + version: v1 +input_files: +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/metadata.yml +log_level: info +output_file_type: png +plot_dir: /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script +recipe: recipe.yml +run_dir: /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script +scheduler_address: tcp://127.0.0.1:45651 +script: plot_script +version: 2.12.0 +work_dir: /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script + +INFO:esmvaltool.diag_scripts.shared._base:Creating /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script +INFO:esmvaltool.diag_scripts.shared._base:Creating /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script +INFO:enso_diag1metrics.py:09pattern,['tos_patdiv1', 'tos_pat2'] +INFO:enso_diag1metrics.py:09pattern, dataset:ACCESS-ESM1-5 +INFO:enso_diag1metrics.py:ACCESS-ESM1-5 : metric: 0.199732 +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_09pattern.png +INFO:enso_diag1metrics.py:10lifecycle,['tos_lifdur1'] +INFO:enso_diag1metrics.py:10lifecycle, dataset:ACCESS-ESM1-5 +INFO:enso_diag1metrics.py:ACCESS-ESM1-5 : metric: 0.159198 +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_10lifecycle.png +INFO:enso_diag1metrics.py:11amplitude,['tos_amp'] +INFO:enso_diag1metrics.py:11amplitude, dataset:ACCESS-ESM1-5 +INFO:enso_diag1metrics.py:ACCESS-ESM1-5 : metric: 7.509808 +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_11amplitude.png +INFO:enso_diag1metrics.py:12seasonality,['tos_seas_asym'] +INFO:enso_diag1metrics.py:12seasonality, dataset:ACCESS-ESM1-5 +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +WARNING:py.warnings:/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +INFO:enso_diag1metrics.py:ACCESS-ESM1-5 : metric: 64.421123 +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_12seasonality.png +INFO:enso_diag1metrics.py:13asymmetry,['tos_seas_asym'] +INFO:enso_diag1metrics.py:13asymmetry, dataset:ACCESS-ESM1-5 +INFO:enso_diag1metrics.py:ACCESS-ESM1-5 : metric: 176.853261 +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_13asymmetry.png +INFO:enso_diag1metrics.py:14duration,['tos_lifdur1'] +INFO:enso_diag1metrics.py:14duration, dataset:ACCESS-ESM1-5 +INFO:enso_diag1metrics.py:ACCESS-ESM1-5 : metric: 15.384615 +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_14duration.png +INFO:enso_diag1metrics.py:15diversity,['tos_patdiv1', 'tos_lifdurdiv2'] +INFO:enso_diag1metrics.py:15diversity, dataset:ACCESS-ESM1-5 +INFO:enso_diag1metrics.py:ACCESS-ESM1-5 : metric: 51.250000 +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity.nc +INFO:esmvaltool.diag_scripts.shared._base:Saving analysis results to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity.nc +INFO:esmvaltool.diag_scripts.shared._base:Plotting analysis results to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_15diversity.png +INFO:esmvaltool.diag_scripts.shared._base:End of diagnostic script run. diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/resource_usage.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/resource_usage.txt new file mode 100644 index 000000000..b20ace1e4 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/resource_usage.txt @@ -0,0 +1,78 @@ +Date and time (UTC) Real time (s) CPU time (s) CPU (%) Memory (GB) Memory (%) Disk read (GB) Disk write (GB) +2025-05-26 19:39:40.041490 1.0 1.0 0 0.2 1 0.0 0.0 +2025-05-26 19:39:41.049144 2.0 2.0 101 0.3 2 0.0 0.0 +2025-05-26 19:39:42.056539 3.0 3.0 100 0.4 3 0.0 0.0 +2025-05-26 19:39:43.076050 4.0 3.7 64 0.4 3 0.0 0.0 +2025-05-26 19:39:44.094238 5.1 4.0 31 0.4 3 0.0 0.0 +2025-05-26 19:39:45.112962 6.1 4.3 30 0.4 3 0.0 0.0 +2025-05-26 19:39:46.129038 7.1 4.6 30 0.4 3 0.0 0.0 +2025-05-26 19:39:47.158673 8.1 4.9 31 0.4 3 0.0 0.0 +2025-05-26 19:39:48.175376 9.1 5.3 31 0.4 3 0.0 0.0 +2025-05-26 19:39:49.194356 10.2 5.6 30 0.4 3 0.0 0.0 +2025-05-26 19:39:50.201692 11.2 6.1 52 0.5 3 0.0 0.0 +2025-05-26 19:39:51.223441 12.2 6.9 77 0.5 3 0.0 0.0 +2025-05-26 19:39:52.240170 13.2 7.5 65 0.5 3 0.0 0.0 +2025-05-26 19:39:53.256095 14.2 8.2 67 0.5 3 0.0 0.0 +2025-05-26 19:39:54.272132 15.2 8.9 63 0.5 3 0.0 0.0 +2025-05-26 19:39:55.292673 16.3 9.6 68 0.5 3 0.0 0.0 +2025-05-26 19:39:56.310475 17.3 10.2 67 0.5 3 0.0 0.0 +2025-05-26 19:39:57.331976 18.3 10.9 68 0.5 3 0.0 0.0 +2025-05-26 19:39:58.351089 19.3 11.8 83 0.5 3 0.001 0.0 +2025-05-26 19:39:59.358157 20.3 12.7 91 0.5 3 0.001 0.0 +2025-05-26 19:40:00.366154 21.3 13.6 91 0.5 3 0.001 0.0 +2025-05-26 19:40:01.375782 22.3 14.3 66 0.4 3 0.001 0.0 +2025-05-26 19:40:02.401027 23.4 15.0 67 0.4 3 0.001 0.0 +2025-05-26 19:40:03.415536 24.4 15.7 68 0.4 3 0.001 0.0 +2025-05-26 19:40:04.423218 25.4 16.4 68 0.4 3 0.001 0.0 +2025-05-26 19:40:05.435130 26.4 17.0 66 0.4 3 0.001 0.0 +2025-05-26 19:40:06.443672 27.4 17.7 71 0.4 3 0.001 0.0 +2025-05-26 19:40:07.473110 28.4 18.4 68 0.4 3 0.001 0.0 +2025-05-26 19:40:08.481607 29.5 19.3 82 0.5 3 0.001 0.0 +2025-05-26 19:40:09.508960 30.5 19.8 53 0.5 3 0.001 0.0 +2025-05-26 19:40:10.530857 31.5 20.0 19 0.5 3 0.001 0.0 +2025-05-26 19:40:11.555664 32.5 20.2 18 0.5 3 0.001 0.0 +2025-05-26 19:40:12.595561 33.6 20.4 17 0.5 3 0.001 0.0 +2025-05-26 19:40:13.611821 34.6 20.5 17 0.5 3 0.001 0.0 +2025-05-26 19:40:14.632964 35.6 20.8 22 0.5 3 0.001 0.0 +2025-05-26 19:40:15.653438 36.6 21.0 20 0.5 3 0.001 0.0 +2025-05-26 19:40:16.675731 37.6 21.2 20 0.5 3 0.001 0.0 +2025-05-26 19:40:17.699371 38.7 21.4 20 0.5 3 0.001 0.0 +2025-05-26 19:40:18.728738 39.7 21.6 27 0.5 3 0.001 0.0 +2025-05-26 19:40:19.739784 40.7 21.8 16 0.5 3 0.001 0.0 +2025-05-26 19:40:20.749653 41.7 22.0 15 0.5 3 0.001 0.0 +2025-05-26 19:40:21.771720 42.7 22.1 15 0.5 3 0.001 0.0 +2025-05-26 19:40:22.785290 43.8 22.3 17 0.5 3 0.001 0.0 +2025-05-26 19:40:23.796167 44.8 22.4 16 0.5 3 0.001 0.0 +2025-05-26 19:40:24.821341 45.8 22.6 18 0.5 3 0.001 0.0 +2025-05-26 19:40:25.838642 46.8 22.8 18 0.5 3 0.001 0.0 +2025-05-26 19:40:26.859724 47.8 23.0 18 0.5 3 0.001 0.0 +2025-05-26 19:40:27.878138 48.9 23.2 17 0.5 3 0.001 0.0 +2025-05-26 19:40:28.893367 49.9 23.3 18 0.5 3 0.001 0.0 +2025-05-26 19:40:29.929488 50.9 23.5 18 0.5 3 0.001 0.0 +2025-05-26 19:40:30.945086 51.9 23.7 17 0.5 3 0.001 0.0 +2025-05-26 19:40:31.968582 52.9 23.9 19 0.5 3 0.001 0.0 +2025-05-26 19:40:32.982867 54.0 24.1 18 0.5 3 0.001 0.0 +2025-05-26 19:40:34.002292 55.0 24.2 14 0.5 3 0.001 0.0 +2025-05-26 19:40:35.018374 56.0 24.4 19 0.5 3 0.001 0.0 +2025-05-26 19:40:36.028949 57.0 24.6 17 0.5 3 0.001 0.0 +2025-05-26 19:40:37.048550 58.0 24.8 19 0.5 3 0.001 0.0 +2025-05-26 19:40:38.067071 59.0 24.9 18 0.5 3 0.001 0.0 +2025-05-26 19:40:39.081406 60.1 25.2 22 0.5 3 0.001 0.0 +2025-05-26 19:40:40.107399 61.1 25.4 22 0.5 3 0.001 0.0 +2025-05-26 19:40:41.125184 62.1 25.6 21 0.5 3 0.001 0.0 +2025-05-26 19:40:42.140608 63.1 25.8 20 0.5 3 0.001 0.0 +2025-05-26 19:40:43.155447 64.1 26.0 22 0.5 3 0.001 0.0 +2025-05-26 19:40:44.177179 65.2 26.2 21 0.5 3 0.001 0.0 +2025-05-26 19:40:45.211734 66.2 26.4 20 0.5 3 0.001 0.0 +2025-05-26 19:40:46.230916 67.2 26.6 20 0.5 3 0.001 0.0 +2025-05-26 19:40:47.246511 68.2 26.8 21 0.5 3 0.001 0.0 +2025-05-26 19:40:48.257935 69.2 27.0 20 0.5 3 0.001 0.0 +2025-05-26 19:40:49.266580 70.2 27.2 17 0.5 3 0.001 0.0 +2025-05-26 19:40:50.274513 71.2 27.4 17 0.5 3 0.001 0.0 +2025-05-26 19:40:51.289876 72.3 27.6 20 0.5 3 0.001 0.0 +2025-05-26 19:40:52.317813 73.3 27.8 20 0.5 3 0.001 0.0 +2025-05-26 19:40:53.332893 74.3 28.0 21 0.5 3 0.001 0.0 +2025-05-26 19:40:54.354962 75.3 28.2 19 0.5 3 0.001 0.0 +2025-05-26 19:40:55.370934 76.3 28.4 21 0.5 3 0.001 0.0 +2025-05-26 19:40:56.382821 77.4 28.6 22 0.5 3 0.001 0.0 +2025-05-26 19:40:57.390616 78.4 29.6 98 0.4 3 0.001 0.0 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/settings.yml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/settings.yml new file mode 100644 index 000000000..7b7bb0220 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/settings.yml @@ -0,0 +1,17 @@ +recipe: recipe.yml +version: 2.12.0 +script: plot_script +run_dir: /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script +plot_dir: /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script +work_dir: /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script +output_file_type: png +log_level: info +auxiliary_data_dir: /home/bandela/auxiliary_data +scheduler_address: tcp://127.0.0.1:45651 +input_files: +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/metadata.yml +- /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/metadata.yml diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/main_log.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/main_log.txt new file mode 100644 index 000000000..babbb264a --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/main_log.txt @@ -0,0 +1,286 @@ +INFO [9191] +______________________________________________________________________ + _____ ____ __ ____ __ _ _____ _ + | ____/ ___|| \/ \ \ / /_ _| |_ _|__ ___ | | + | _| \___ \| |\/| |\ \ / / _` | | | |/ _ \ / _ \| | + | |___ ___) | | | | \ V / (_| | | | | (_) | (_) | | + |_____|____/|_| |_| \_/ \__,_|_| |_|\___/ \___/|_| +______________________________________________________________________ + +Earth System Model Evaluation Tool + +A community tool for the evaluation of Earth system models. + +https://esmvaltool.org + +The Earth System Model Evaluation Tool (ESMValTool) is a community +diagnostics and performance metrics tool for the evaluation of Earth +System Models (ESMs) that allows for routine comparison of single or +multiple models, either against predecessor versions or against +observations. + +Tutorial: https://tutorial.esmvaltool.org +Documentation: https://docs.esmvaltool.org +Contact: esmvaltool-dev@listserv.dfn.de + +If you find this software useful for your research, please cite it using +https://doi.org/10.5281/zenodo.3387139 for ESMValCore or +https://doi.org/10.5281/zenodo.3401363 for ESMValTool or +any of the reference papers listed at https://esmvaltool.org/references/. + +Have fun! + +INFO [9191] Package versions +INFO [9191] ---------------- +INFO [9191] ESMValCore: 2.12.0 +INFO [9191] ESMValTool: 2.13.0.dev65+g58fd0b8ec +INFO [9191] ---------------- +INFO [9191] Reading configuration files from: +/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvalcore/config/configurations/defaults (defaults) +/home/bandela/.config/esmvaltool (default user configuration directory) +/config (command line argument) +INFO [9191] Writing program log files to: +/executions/recipe_20250526_193908/run/main_log.txt +/executions/recipe_20250526_193908/run/main_log_debug.txt +/executions/recipe_20250526_193908/run/cmor_log.txt +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmpy/interface/loadESMF.py:94: VersionWarning: ESMF installation version 8.8.0, ESMPy version 8.8.0b0 + warnings.warn("ESMF installation version {}, ESMPy version {}".format( + +INFO [9191] Starting the Earth System Model Evaluation Tool at time: 2025-05-26 19:39:08 UTC +INFO [9191] ---------------------------------------------------------------------- +INFO [9191] RECIPE = /recipe.yml +INFO [9191] RUNDIR = /executions/recipe_20250526_193908/run +INFO [9191] WORKDIR = /executions/recipe_20250526_193908/work +INFO [9191] PREPROCDIR = /executions/recipe_20250526_193908/preproc +INFO [9191] PLOTDIR = /executions/recipe_20250526_193908/plots +INFO [9191] ---------------------------------------------------------------------- +INFO [9191] Running tasks using at most 1 processes +INFO [9191] If your system hangs during execution, it may not have enough memory for keeping this number of tasks in memory. +INFO [9191] If you experience memory problems, try reducing 'max_parallel_tasks' in your configuration. +INFO [9191] For Dataset: tos, Omon, OBS6, TROPFLUX, v1, supplementaries: areacello, *, *: ignoring supplementary variable 'areacello', unable to expand wildcards 'mip', 'version'. +INFO [9191] For Dataset: tos, Omon, OBS6, TROPFLUX, v1, supplementaries: areacello, *, *: ignoring supplementary variable 'areacello', unable to expand wildcards 'mip', 'version'. +INFO [9191] For Dataset: tos, Omon, OBS6, TROPFLUX, v1, supplementaries: areacello, *, *: ignoring supplementary variable 'areacello', unable to expand wildcards 'mip', 'version'. +INFO [9191] For Dataset: tos, Omon, OBS6, TROPFLUX, v1, supplementaries: areacello, *, *: ignoring supplementary variable 'areacello', unable to expand wildcards 'mip', 'version'. +INFO [9191] Creating tasks from recipe +INFO [9191] Creating tasks for diagnostic diagnostic_metrics +INFO [9191] Creating diagnostic task diagnostic_metrics/plot_script +INFO [9191] Creating preprocessor task diagnostic_metrics/tos_seas_asym +INFO [9191] Creating preprocessor 'enso_seas_asym' task for variable 'tos_seas_asym' +INFO [9191] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115, supplementaries: areacello, Ofx +WARNING [9191] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset: +{'diagnostic': 'diagnostic_metrics', + 'variable_group': 'tos_seas_asym', + 'dataset': 'TROPFLUX', + 'project': 'OBS6', + 'mip': 'Omon', + 'short_name': 'tos', + 'alias': 'OBS6', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'modeling_realm': ['ocean'], + 'original_short_name': 'tos', + 'preprocessor': 'enso_seas_asym', + 'recipe_dataset_index': 1, + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'version': 'v1'} +session: 'recipe_20250526_193908'. +INFO [9191] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [9191] PreprocessingTask diagnostic_metrics/tos_seas_asym created. +INFO [9191] Creating preprocessor task diagnostic_metrics/tos_amp +INFO [9191] Creating preprocessor 'enso_amplitude' task for variable 'tos_amp' +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +INFO [9191] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115, supplementaries: areacello, Ofx +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +WARNING [9191] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset: +{'diagnostic': 'diagnostic_metrics', + 'variable_group': 'tos_amp', + 'dataset': 'TROPFLUX', + 'project': 'OBS6', + 'mip': 'Omon', + 'short_name': 'tos', + 'alias': 'OBS6', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'modeling_realm': ['ocean'], + 'original_short_name': 'tos', + 'preprocessor': 'enso_amplitude', + 'recipe_dataset_index': 1, + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'version': 'v1'} +session: 'recipe_20250526_193908'. +INFO [9191] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [9191] PreprocessingTask diagnostic_metrics/tos_amp created. +INFO [9191] Creating preprocessor task diagnostic_metrics/tos_patdiv1 +INFO [9191] Creating preprocessor 'ssta_dec_area' task for variable 'tos_patdiv1' +INFO [9191] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115, supplementaries: areacello, Ofx +WARNING [9191] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset: +{'diagnostic': 'diagnostic_metrics', + 'variable_group': 'tos_patdiv1', + 'dataset': 'TROPFLUX', + 'project': 'OBS6', + 'mip': 'Omon', + 'short_name': 'tos', + 'alias': 'OBS6', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'modeling_realm': ['ocean'], + 'original_short_name': 'tos', + 'preprocessor': 'ssta_dec_area', + 'recipe_dataset_index': 1, + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'version': 'v1'} +session: 'recipe_20250526_193908'. +INFO [9191] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [9191] PreprocessingTask diagnostic_metrics/tos_patdiv1 created. +INFO [9191] Creating preprocessor task diagnostic_metrics/tos_lifdur1 +INFO [9191] Creating preprocessor 'ssta_ninoarea' task for variable 'tos_lifdur1' +INFO [9191] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115, supplementaries: areacello, Ofx +WARNING [9191] Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset: +{'diagnostic': 'diagnostic_metrics', + 'variable_group': 'tos_lifdur1', + 'dataset': 'TROPFLUX', + 'project': 'OBS6', + 'mip': 'Omon', + 'short_name': 'tos', + 'alias': 'OBS6', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'modeling_realm': ['ocean'], + 'original_short_name': 'tos', + 'preprocessor': 'ssta_ninoarea', + 'recipe_dataset_index': 1, + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'version': 'v1'} +session: 'recipe_20250526_193908'. +INFO [9191] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [9191] PreprocessingTask diagnostic_metrics/tos_lifdur1 created. +INFO [9191] Creating preprocessor task diagnostic_metrics/tos_lifdurdiv2 +INFO [9191] Creating preprocessor 'ssta_meridional' task for variable 'tos_lifdurdiv2' +INFO [9191] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [9191] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [9191] PreprocessingTask diagnostic_metrics/tos_lifdurdiv2 created. +INFO [9191] Creating preprocessor task diagnostic_metrics/tos_pat2 +INFO [9191] Creating preprocessor 'ssta_pattern2' task for variable 'tos_pat2' +INFO [9191] Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +INFO [9191] Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +INFO [9191] PreprocessingTask diagnostic_metrics/tos_pat2 created. +INFO [9191] These tasks will be executed: diagnostic_metrics/plot_script, diagnostic_metrics/tos_lifdur1, diagnostic_metrics/tos_pat2, diagnostic_metrics/tos_seas_asym, diagnostic_metrics/tos_lifdurdiv2, diagnostic_metrics/tos_patdiv1, diagnostic_metrics/tos_amp +INFO [9191] Wrote recipe with version numbers and wildcards to: +file:///executions/recipe_20250526_193908/run/recipe_filled.yml +INFO [9191] Using Dask distributed scheduler (address: tcp://127.0.0.1:45651, dashboard link: http://127.0.0.1:8787/status) +INFO [9191] Running 7 tasks sequentially +INFO [9191] Starting task diagnostic_metrics/tos_seas_asym in process [9191] +INFO [9191] Computing and saving data for preprocessing task diagnostic_metrics/tos_seas_asym +INFO [9191] Successfully completed task diagnostic_metrics/tos_seas_asym (priority 1) in 0:00:05.035248 +INFO [9191] Starting task diagnostic_metrics/tos_amp in process [9191] +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +INFO [9191] Computing and saving data for preprocessing task diagnostic_metrics/tos_amp +INFO [9191] Successfully completed task diagnostic_metrics/tos_amp (priority 2) in 0:00:04.756806 +INFO [9191] Starting task diagnostic_metrics/tos_patdiv1 in process [9191] +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +INFO [9191] Computing and saving data for preprocessing task diagnostic_metrics/tos_patdiv1 +INFO [9191] Successfully completed task diagnostic_metrics/tos_patdiv1 (priority 3) in 0:00:05.038929 +INFO [9191] Starting task diagnostic_metrics/tos_lifdur1 in process [9191] +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +INFO [9191] Computing and saving data for preprocessing task diagnostic_metrics/tos_lifdur1 +INFO [9191] Successfully completed task diagnostic_metrics/tos_lifdur1 (priority 4) in 0:00:04.745158 +INFO [9191] Starting task diagnostic_metrics/tos_lifdurdiv2 in process [9191] +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +INFO [9191] Computing and saving data for preprocessing task diagnostic_metrics/tos_lifdurdiv2 +INFO [9191] Successfully completed task diagnostic_metrics/tos_lifdurdiv2 (priority 5) in 0:00:04.598465 +INFO [9191] Starting task diagnostic_metrics/tos_pat2 in process [9191] +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +WARNING [9191] /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +INFO [9191] Computing and saving data for preprocessing task diagnostic_metrics/tos_pat2 +INFO [9191] Successfully completed task diagnostic_metrics/tos_pat2 (priority 6) in 0:00:04.718676 +INFO [9191] Starting task diagnostic_metrics/plot_script in process [9191] +INFO [9191] Running command ['/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python', '/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/enso_diag1metrics.py', '/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/settings.yml'] +INFO [9191] Writing output to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script +INFO [9191] Writing plots to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script +INFO [9191] Writing log to /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/log.txt +INFO [9191] To re-run this diagnostic script, run: +cd /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script; MPLBACKEND="Agg" /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/enso_diag1metrics.py /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/settings.yml +INFO [9191] Maximum memory used (estimate): 0.5 GB +INFO [9191] Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +INFO [9191] Successfully completed task diagnostic_metrics/plot_script (priority 0) in 0:01:22.495462 +INFO [9191] Wrote recipe with version numbers and wildcards to: +file:///executions/recipe_20250526_193908/run/recipe_filled.yml +INFO [9191] Wrote recipe output to: +file:///executions/recipe_20250526_193908/index.html +INFO [9191] Ending the Earth System Model Evaluation Tool at time: 2025-05-26 19:41:02 UTC +INFO [9191] Time for running the recipe was: 0:01:53.434597 +INFO [9191] Maximum memory used (estimate): 2.2 GB +INFO [9191] Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +INFO [9191] Removing `preproc` directory containing preprocessed data +INFO [9191] If this data is further needed, then set `remove_preproc_dir` to `false` in your configuration +INFO [9191] Run was successful diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/main_log_debug.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/main_log_debug.txt new file mode 100644 index 000000000..09d1746cc --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/main_log_debug.txt @@ -0,0 +1,6454 @@ +2025-05-26 19:39:08,368 UTC [9191] INFO esmvalcore._main:576 +______________________________________________________________________ + _____ ____ __ ____ __ _ _____ _ + | ____/ ___|| \/ \ \ / /_ _| |_ _|__ ___ | | + | _| \___ \| |\/| |\ \ / / _` | | | |/ _ \ / _ \| | + | |___ ___) | | | | \ V / (_| | | | | (_) | (_) | | + |_____|____/|_| |_| \_/ \__,_|_| |_|\___/ \___/|_| +______________________________________________________________________ + +Earth System Model Evaluation Tool + +A community tool for the evaluation of Earth system models. + +https://esmvaltool.org + +The Earth System Model Evaluation Tool (ESMValTool) is a community +diagnostics and performance metrics tool for the evaluation of Earth +System Models (ESMs) that allows for routine comparison of single or +multiple models, either against predecessor versions or against +observations. + +Tutorial: https://tutorial.esmvaltool.org +Documentation: https://docs.esmvaltool.org +Contact: esmvaltool-dev@listserv.dfn.de + +If you find this software useful for your research, please cite it using +https://doi.org/10.5281/zenodo.3387139 for ESMValCore or +https://doi.org/10.5281/zenodo.3401363 for ESMValTool or +any of the reference papers listed at https://esmvaltool.org/references/. + +Have fun! + +2025-05-26 19:39:08,368 UTC [9191] INFO esmvalcore._main:577 Package versions +2025-05-26 19:39:08,368 UTC [9191] INFO esmvalcore._main:578 ---------------- +2025-05-26 19:39:08,368 UTC [9191] INFO esmvalcore._main:579 ESMValCore: 2.12.0 +2025-05-26 19:39:08,368 UTC [9191] INFO esmvalcore._main:581 ESMValTool: 2.13.0.dev65+g58fd0b8ec +2025-05-26 19:39:08,368 UTC [9191] INFO esmvalcore._main:582 ---------------- +2025-05-26 19:39:08,369 UTC [9191] INFO esmvalcore._main:583 Reading configuration files from: +/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvalcore/config/configurations/defaults (defaults) +/home/bandela/.config/esmvaltool (default user configuration directory) +/config (command line argument) +2025-05-26 19:39:08,369 UTC [9191] INFO esmvalcore._main:587 Writing program log files to: +/executions/recipe_20250526_193908/run/main_log.txt +/executions/recipe_20250526_193908/run/main_log_debug.txt +/executions/recipe_20250526_193908/run/cmor_log.txt +2025-05-26 19:39:08,589 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmpy/interface/loadESMF.py:94: VersionWarning: ESMF installation version 8.8.0, ESMPy version 8.8.0b0 + warnings.warn("ESMF installation version {}, ESMPy version {}".format( + +2025-05-26 19:39:08,647 UTC [9191] INFO esmvalcore._main:93 Starting the Earth System Model Evaluation Tool at time: 2025-05-26 19:39:08 UTC +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:98 ---------------------------------------------------------------------- +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:99 RECIPE = /recipe.yml +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:100 RUNDIR = /executions/recipe_20250526_193908/run +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:101 WORKDIR = /executions/recipe_20250526_193908/work +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:102 PREPROCDIR = /executions/recipe_20250526_193908/preproc +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:103 PLOTDIR = /executions/recipe_20250526_193908/plots +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:104 ---------------------------------------------------------------------- +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:107 Running tasks using at most 1 processes +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:109 If your system hangs during execution, it may not have enough memory for keeping this number of tasks in memory. +2025-05-26 19:39:08,648 UTC [9191] INFO esmvalcore._main:113 If you experience memory problems, try reducing 'max_parallel_tasks' in your configuration. +2025-05-26 19:39:08,649 UTC [9191] DEBUG esmvalcore._recipe.check:67 Checking recipe against schema /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvalcore/_recipe/recipe_schema.yml +2025-05-26 19:39:08,669 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable tos_seas_asym in diagnostic diagnostic_metrics +2025-05-26 19:39:08,670 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/*/*/ACCESS-ESM1-5/*/*/Ofx/areacello/gn/*/areacello_Ofx_ACCESS-ESM1-5_*_*_gn*.nc')] +2025-05-26 19:39:08,671 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, supplementaries: areacello, Ofx +2025-05-26 19:39:08,671 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_*_Ofx_areacello[_.]*nc')] +2025-05-26 19:39:08,672 UTC [9191] INFO esmvalcore.dataset:332 For Dataset: tos, Omon, OBS6, TROPFLUX, v1, supplementaries: areacello, *, *: ignoring supplementary variable 'areacello', unable to expand wildcards 'mip', 'version'. +2025-05-26 19:39:08,672 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,672 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable tos_amp in diagnostic diagnostic_metrics +2025-05-26 19:39:08,672 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/*/*/ACCESS-ESM1-5/*/*/Ofx/areacello/gn/*/areacello_Ofx_ACCESS-ESM1-5_*_*_gn*.nc')] +2025-05-26 19:39:08,673 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, supplementaries: areacello, Ofx +2025-05-26 19:39:08,673 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_*_Ofx_areacello[_.]*nc')] +2025-05-26 19:39:08,673 UTC [9191] INFO esmvalcore.dataset:332 For Dataset: tos, Omon, OBS6, TROPFLUX, v1, supplementaries: areacello, *, *: ignoring supplementary variable 'areacello', unable to expand wildcards 'mip', 'version'. +2025-05-26 19:39:08,673 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,673 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable tos_patdiv1 in diagnostic diagnostic_metrics +2025-05-26 19:39:08,674 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/*/*/ACCESS-ESM1-5/*/*/Ofx/areacello/gn/*/areacello_Ofx_ACCESS-ESM1-5_*_*_gn*.nc')] +2025-05-26 19:39:08,674 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, supplementaries: areacello, Ofx +2025-05-26 19:39:08,674 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_*_Ofx_areacello[_.]*nc')] +2025-05-26 19:39:08,675 UTC [9191] INFO esmvalcore.dataset:332 For Dataset: tos, Omon, OBS6, TROPFLUX, v1, supplementaries: areacello, *, *: ignoring supplementary variable 'areacello', unable to expand wildcards 'mip', 'version'. +2025-05-26 19:39:08,675 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,675 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable tos_lifdur1 in diagnostic diagnostic_metrics +2025-05-26 19:39:08,675 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/*/*/ACCESS-ESM1-5/*/*/Ofx/areacello/gn/*/areacello_Ofx_ACCESS-ESM1-5_*_*_gn*.nc')] +2025-05-26 19:39:08,676 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, supplementaries: areacello, Ofx +2025-05-26 19:39:08,676 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_*_Ofx_areacello[_.]*nc')] +2025-05-26 19:39:08,676 UTC [9191] INFO esmvalcore.dataset:332 For Dataset: tos, Omon, OBS6, TROPFLUX, v1, supplementaries: areacello, *, *: ignoring supplementary variable 'areacello', unable to expand wildcards 'mip', 'version'. +2025-05-26 19:39:08,676 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,676 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable tos_lifdurdiv2 in diagnostic diagnostic_metrics +2025-05-26 19:39:08,676 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:39:08,676 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,676 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:360 Populating list of datasets for variable tos_pat2 in diagnostic diagnostic_metrics +2025-05-26 19:39:08,677 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn +2025-05-26 19:39:08,677 UTC [9191] DEBUG esmvalcore._recipe.to_datasets:386 Found Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,677 UTC [9191] DEBUG esmvalcore._recipe.recipe:879 Retrieving diagnostics from recipe +2025-05-26 19:39:08,677 UTC [9191] DEBUG esmvalcore._recipe.recipe:909 Setting script for diagnostic diagnostic_metrics +2025-05-26 19:39:08,678 UTC [9191] INFO esmvalcore._recipe.recipe:1119 Creating tasks from recipe +2025-05-26 19:39:08,678 UTC [9191] INFO esmvalcore._recipe.recipe:1128 Creating tasks for diagnostic diagnostic_metrics +2025-05-26 19:39:08,678 UTC [9191] INFO esmvalcore._recipe.recipe:1041 Creating diagnostic task diagnostic_metrics/plot_script +2025-05-26 19:39:08,678 UTC [9191] DEBUG esmvalcore._task:397 No local diagnostic script found. Attempting to load the script from the base repository. +2025-05-26 19:39:08,678 UTC [9191] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/tos_seas_asym +2025-05-26 19:39:08,678 UTC [9191] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'enso_seas_asym' task for variable 'tos_seas_asym' +2025-05-26 19:39:08,681 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,682 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/*/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,683 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +with files for supplementary variable areacello: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:08,683 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115, supplementaries: areacello, Ofx +2025-05-26 19:39:08,684 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:39:08,685 UTC [9191] WARNING esmvalcore._recipe.check:232 Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset: +{'diagnostic': 'diagnostic_metrics', + 'variable_group': 'tos_seas_asym', + 'dataset': 'TROPFLUX', + 'project': 'OBS6', + 'mip': 'Omon', + 'short_name': 'tos', + 'alias': 'OBS6', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'modeling_realm': ['ocean'], + 'original_short_name': 'tos', + 'preprocessor': 'enso_seas_asym', + 'recipe_dataset_index': 1, + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'version': 'v1'} +session: 'recipe_20250526_193908'. +2025-05-26 19:39:08,685 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:08,685 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,686 UTC [9191] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/tos_seas_asym created. +2025-05-26 19:39:08,686 UTC [9191] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/tos_seas_asym will create the files: +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:08,687 UTC [9191] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/tos_amp +2025-05-26 19:39:08,687 UTC [9191] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'enso_amplitude' task for variable 'tos_amp' +2025-05-26 19:39:08,691 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +2025-05-26 19:39:08,691 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +2025-05-26 19:39:08,692 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,692 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/*/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,693 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +with files for supplementary variable areacello: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:08,693 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115, supplementaries: areacello, Ofx +2025-05-26 19:39:08,697 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +2025-05-26 19:39:08,697 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +2025-05-26 19:39:08,697 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:39:08,698 UTC [9191] WARNING esmvalcore._recipe.check:232 Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset: +{'diagnostic': 'diagnostic_metrics', + 'variable_group': 'tos_amp', + 'dataset': 'TROPFLUX', + 'project': 'OBS6', + 'mip': 'Omon', + 'short_name': 'tos', + 'alias': 'OBS6', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'modeling_realm': ['ocean'], + 'original_short_name': 'tos', + 'preprocessor': 'enso_amplitude', + 'recipe_dataset_index': 1, + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'version': 'v1'} +session: 'recipe_20250526_193908'. +2025-05-26 19:39:08,698 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:08,698 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,699 UTC [9191] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/tos_amp created. +2025-05-26 19:39:08,699 UTC [9191] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/tos_amp will create the files: +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:08,699 UTC [9191] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/tos_patdiv1 +2025-05-26 19:39:08,699 UTC [9191] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'ssta_dec_area' task for variable 'tos_patdiv1' +2025-05-26 19:39:08,702 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,702 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/*/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,703 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +with files for supplementary variable areacello: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:08,703 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115, supplementaries: areacello, Ofx +2025-05-26 19:39:08,706 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:39:08,706 UTC [9191] WARNING esmvalcore._recipe.check:232 Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset: +{'diagnostic': 'diagnostic_metrics', + 'variable_group': 'tos_patdiv1', + 'dataset': 'TROPFLUX', + 'project': 'OBS6', + 'mip': 'Omon', + 'short_name': 'tos', + 'alias': 'OBS6', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'modeling_realm': ['ocean'], + 'original_short_name': 'tos', + 'preprocessor': 'ssta_dec_area', + 'recipe_dataset_index': 1, + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'version': 'v1'} +session: 'recipe_20250526_193908'. +2025-05-26 19:39:08,706 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:08,706 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,708 UTC [9191] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/tos_patdiv1 created. +2025-05-26 19:39:08,708 UTC [9191] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/tos_patdiv1 will create the files: +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:08,708 UTC [9191] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/tos_lifdur1 +2025-05-26 19:39:08,708 UTC [9191] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'ssta_ninoarea' task for variable 'tos_lifdur1' +2025-05-26 19:39:08,710 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,711 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/*/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,711 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +with files for supplementary variable areacello: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:08,711 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115, supplementaries: areacello, Ofx +2025-05-26 19:39:08,714 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:39:08,714 UTC [9191] WARNING esmvalcore._recipe.check:232 Preprocessor function area_statistics works best when at least one supplementary variable of ['areacella', 'areacello'] is defined in the recipe for Dataset: +{'diagnostic': 'diagnostic_metrics', + 'variable_group': 'tos_lifdur1', + 'dataset': 'TROPFLUX', + 'project': 'OBS6', + 'mip': 'Omon', + 'short_name': 'tos', + 'alias': 'OBS6', + 'frequency': 'mon', + 'long_name': 'Sea Surface Temperature', + 'modeling_realm': ['ocean'], + 'original_short_name': 'tos', + 'preprocessor': 'ssta_ninoarea', + 'recipe_dataset_index': 1, + 'standard_name': 'sea_surface_temperature', + 'tier': 2, + 'type': 'reanaly', + 'units': 'degC', + 'version': 'v1'} +session: 'recipe_20250526_193908'. +2025-05-26 19:39:08,714 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:08,714 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,716 UTC [9191] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/tos_lifdur1 created. +2025-05-26 19:39:08,716 UTC [9191] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/tos_lifdur1 will create the files: +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:08,716 UTC [9191] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/tos_lifdurdiv2 +2025-05-26 19:39:08,716 UTC [9191] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'ssta_meridional' task for variable 'tos_lifdurdiv2' +2025-05-26 19:39:08,718 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,719 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:08,719 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:39:08,722 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:39:08,722 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:08,722 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,723 UTC [9191] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/tos_lifdurdiv2 created. +2025-05-26 19:39:08,723 UTC [9191] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/tos_lifdurdiv2 will create the files: +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:08,723 UTC [9191] INFO esmvalcore._recipe.recipe:1103 Creating preprocessor task diagnostic_metrics/tos_pat2 +2025-05-26 19:39:08,723 UTC [9191] INFO esmvalcore._recipe.recipe:739 Creating preprocessor 'ssta_pattern2' task for variable 'tos_pat2' +2025-05-26 19:39:08,726 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/*/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn*.nc')] +2025-05-26 19:39:08,726 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset CMIP6: + /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:08,726 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, CMIP6, ACCESS-ESM1-5, CMIP, historical, r1i1p1f1, gn, v20191115 +2025-05-26 19:39:08,729 UTC [9191] DEBUG esmvalcore.local:445 Looking for files matching [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos[_.]*nc')] +2025-05-26 19:39:08,729 UTC [9191] DEBUG esmvalcore._recipe.recipe:313 Using input files for variable tos of dataset OBS6: + /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:08,729 UTC [9191] INFO esmvalcore._recipe.recipe:597 Found input files for Dataset: tos, Omon, OBS6, TROPFLUX, v1 +2025-05-26 19:39:08,731 UTC [9191] INFO esmvalcore._recipe.recipe:766 PreprocessingTask diagnostic_metrics/tos_pat2 created. +2025-05-26 19:39:08,731 UTC [9191] DEBUG esmvalcore._recipe.recipe:767 PreprocessingTask diagnostic_metrics/tos_pat2 will create the files: +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:08,731 UTC [9191] DEBUG esmvalcore._recipe.recipe:962 Linking tasks for diagnostic diagnostic_metrics script plot_script +2025-05-26 19:39:08,731 UTC [9191] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/tos_seas_asym matches ['diagnostic_metrics/tos_seas_asym'] +2025-05-26 19:39:08,731 UTC [9191] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/tos_amp matches ['diagnostic_metrics/tos_amp'] +2025-05-26 19:39:08,731 UTC [9191] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/tos_patdiv1 matches ['diagnostic_metrics/tos_patdiv1'] +2025-05-26 19:39:08,731 UTC [9191] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/tos_lifdur1 matches ['diagnostic_metrics/tos_lifdur1'] +2025-05-26 19:39:08,732 UTC [9191] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/tos_lifdurdiv2 matches ['diagnostic_metrics/tos_lifdurdiv2'] +2025-05-26 19:39:08,732 UTC [9191] DEBUG esmvalcore._recipe.recipe:975 Pattern diagnostic_metrics/tos_pat2 matches ['diagnostic_metrics/tos_pat2'] +2025-05-26 19:39:08,732 UTC [9191] INFO esmvalcore._recipe.recipe:1171 These tasks will be executed: diagnostic_metrics/plot_script, diagnostic_metrics/tos_lifdur1, diagnostic_metrics/tos_pat2, diagnostic_metrics/tos_seas_asym, diagnostic_metrics/tos_lifdurdiv2, diagnostic_metrics/tos_patdiv1, diagnostic_metrics/tos_amp +2025-05-26 19:39:08,734 UTC [9191] DEBUG esmvalcore._main:133 Recipe summary: +DiagnosticTask: diagnostic_metrics/plot_script +script: enso_metrics/enso_diag1metrics.py +settings: +{'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'log_level': 'info', + 'output_file_type': 'png', + 'plot_dir': '/executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script', + 'profile_diagnostic': False, + 'recipe': PosixPath('recipe.yml'), + 'run_dir': '/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script', + 'script': 'plot_script', + 'version': '2.12.0', + 'work_dir': '/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script'} +ancestors: + PreprocessingTask: diagnostic_metrics/tos_seas_asym + order: ['extract_region', 'convert_units', 'anomalies', 'area_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'area_statistics': {'operator': 'mean'}, + 'convert_units': {'units': 'degC'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 240.0, + 'start_latitude': -5.0, + 'start_longitude': 190.0}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'area_statistics': {'operator': 'mean'}, + 'convert_units': {'units': 'degC'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 240.0, + 'start_latitude': -5.0, + 'start_longitude': 190.0}, + 'remove_supplementary_variables': {}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/tos_amp + order: ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'area_statistics', 'climate_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'area_statistics': {'operator': 'mean'}, + 'climate_statistics': {'operator': 'std_dev', 'period': 'full'}, + 'convert_units': {'units': 'degC'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 240.0, + 'start_latitude': -5.0, + 'start_longitude': 190.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'area_statistics': {'operator': 'mean'}, + 'climate_statistics': {'operator': 'std_dev', 'period': 'full'}, + 'convert_units': {'units': 'degC'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 240.0, + 'start_latitude': -5.0, + 'start_longitude': 190.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/tos_patdiv1 + order: ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'area_statistics', 'extract_month', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'area_statistics': {'operator': 'mean'}, + 'convert_units': {'units': 'degC'}, + 'extract_month': {'month': 12}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 240.0, + 'start_latitude': -5.0, + 'start_longitude': 190.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'area_statistics': {'operator': 'mean'}, + 'convert_units': {'units': 'degC'}, + 'extract_month': {'month': 12}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 240.0, + 'start_latitude': -5.0, + 'start_longitude': 190.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/tos_lifdur1 + order: ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'area_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'area_statistics': {'operator': 'mean'}, + 'convert_units': {'units': 'degC'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 240.0, + 'start_latitude': -5.0, + 'start_longitude': 190.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'area_statistics': {'operator': 'mean'}, + 'convert_units': {'units': 'degC'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 240.0, + 'start_latitude': -5.0, + 'start_longitude': 190.0}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/tos_lifdurdiv2 + order: ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'meridional_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'convert_units': {'units': 'degC'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'convert_units': {'units': 'degC'}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + ancestors: + None + + PreprocessingTask: diagnostic_metrics/tos_pat2 + order: ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'extract_month', 'meridional_statistics', 'remove_supplementary_variables', 'save'] + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + input files: [LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'convert_units': {'units': 'degC'}, + 'extract_month': {'month': 12}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')}} + + PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + input files: [LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] + settings: {'anomalies': {'period': 'monthly'}, + 'convert_units': {'units': 'degC'}, + 'extract_month': {'month': 12}, + 'extract_region': {'end_latitude': 5.0, + 'end_longitude': 270.0, + 'start_latitude': -5.0, + 'start_longitude': 150.0}, + 'meridional_statistics': {'operator': 'mean'}, + 'regrid': {'scheme': 'linear', 'target_grid': '1x1'}, + 'remove_supplementary_variables': {}, + 'rolling_window_statistics': {'coordinate': 'time', + 'operator': 'mean', + 'window_length': 5}, + 'save': {'compress': False, + 'compute': False, + 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')}} + ancestors: + None + +2025-05-26 19:39:08,746 UTC [9191] INFO esmvalcore._recipe.recipe:1238 Wrote recipe with version numbers and wildcards to: +file:///executions/recipe_20250526_193908/run/recipe_filled.yml +2025-05-26 19:39:08,746 UTC [9191] DEBUG esmvalcore.config._dask:170 Using Dask profile 'local_distributed' +2025-05-26 19:39:08,747 UTC [9191] DEBUG esmvalcore.config._dask:174 Using additional Dask settings {} +2025-05-26 19:39:08,747 UTC [9191] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:39:10,084 UTC [9191] DEBUG esmvalcore.config._dask:192 Using Dask cluster LocalCluster(84db1529, 'tcp://127.0.0.1:45651', workers=2, threads=4, memory=8.00 GiB) +2025-05-26 19:39:10,087 UTC [9191] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:39:10,098 UTC [9191] INFO esmvalcore.config._dask:205 Using Dask distributed scheduler (address: tcp://127.0.0.1:45651, dashboard link: http://127.0.0.1:8787/status) +2025-05-26 19:39:10,098 UTC [9191] INFO esmvalcore._task:844 Running 7 tasks sequentially +2025-05-26 19:39:10,098 UTC [9191] INFO esmvalcore._task:289 Starting task diagnostic_metrics/tos_seas_asym in process [9191] +2025-05-26 19:39:10,130 UTC [9191] DEBUG esmvalcore.preprocessor:716 Running block ['extract_region', 'convert_units', 'anomalies', 'area_statistics'] +2025-05-26 19:39:10,131 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:10,131 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:10,132 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:10,133 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_seas_asym', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_seas_asym', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:10,135 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:10,135 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:10,135 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:10,186 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:10,186 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:10,190 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_seas_asym', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_seas_asym', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:10,190 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:10,190 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:11,245 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:11,247 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:11,248 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:11,249 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:12,299 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:39:12,301 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:39:12,320 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:12,322 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_seas_asym', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_seas_asym', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:12,322 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:12,324 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:12,324 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:12,325 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/areacello_Ofx_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:12,326 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:12,326 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:12,326 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:12,348 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:12,348 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:12,352 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:12,352 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc) +2025-05-26 19:39:12,352 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc) +2025-05-26 19:39:12,394 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:12,396 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:12,396 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:12,398 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Ofx', +frequency = 'fx', +short_name = 'areacello' +2025-05-26 19:39:12,457 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:12,459 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:12,460 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:12,461 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Ofx', +frequency = 'fx', +short_name = 'areacello' +2025-05-26 19:39:12,462 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:12,465 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:12,465 UTC [9191] DEBUG esmvalcore.preprocessor._supplementary_vars:97 Added areacello as cell measure in cube of tos. +2025-05-26 19:39:12,466 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:12,467 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +start_longitude = 190.0, +end_longitude = 240.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:12,549 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:12,551 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:12,552 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:12,554 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:12,645 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step area_statistics +2025-05-26 19:39:12,648 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'area_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:12,675 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:12,676 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:39:12,677 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 1980) + Dimension coordinates: + time x + Scalar coordinates: + cell index along first dimension 13, bound=(11, 15) + cell index along second dimension 14, bound=(13, 15) + latitude +bound + longitude +bound + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 latitude: longitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:12,768 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:12,769 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:12,769 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:12,770 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_seas_asym', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_seas_asym', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:12,771 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:12,771 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:12,771 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:12,798 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:12,798 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:12,801 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_seas_asym', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_seas_asym', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:12,802 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:12,804 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:12,804 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:12,805 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:12,808 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:12,810 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_seas_asym', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_seas_asym', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:12,810 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:12,811 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:12,812 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:12,813 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:12,813 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:12,814 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 190.0, +end_longitude = 240.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:12,820 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:12,821 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:12,822 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:12,823 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:12,873 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step area_statistics +2025-05-26 19:39:12,874 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'area_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:12,876 UTC [9191] DEBUG esmvalcore.preprocessor._shared:459 Found no cell measure 'cell_area' in cube sea_surface_temperature / (degC) (time: 480; latitude: 10; longitude: 50). Check availability of supplementary variables +2025-05-26 19:39:12,876 UTC [9191] DEBUG esmvalcore.preprocessor._shared:464 Attempting to calculate grid cell area +2025-05-26 19:39:12,876 UTC [9191] DEBUG esmvalcore.preprocessor._shared:478 Calculating grid cell areas for regular grid +2025-05-26 19:39:12,884 UTC [9191] DEBUG esmvalcore.preprocessor._shared:527 Using DEFAULT_SPHERICAL_EARTH_RADIUS. while computing area weights of the following cube: +sea_surface_temperature / (degC) (time: 480; latitude: 10; longitude: 50) + Dimension coordinates: + time x - - + latitude - x - + longitude - - x + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +2025-05-26 19:39:12,896 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:12,897 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc') +2025-05-26 19:39:12,897 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 480) + Dimension coordinates: + time x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + longitude 215.0 degrees_east, bound=(190.0, 240.0) degrees_east + Cell methods: + 0 latitude: longitude: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:12,914 UTC [9191] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/tos_seas_asym +2025-05-26 19:39:12,933 UTC [9191] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:39:15,134 UTC [9191] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/tos_seas_asym (priority 1) in 0:00:05.035248 +2025-05-26 19:39:15,134 UTC [9191] INFO esmvalcore._task:289 Starting task diagnostic_metrics/tos_amp in process [9191] +2025-05-26 19:39:15,180 UTC [9191] DEBUG esmvalcore.preprocessor:716 Running block ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'area_statistics', 'climate_statistics'] +2025-05-26 19:39:15,180 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:15,180 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:15,181 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:15,182 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_amplitude', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_amp', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:15,182 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:15,182 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:15,183 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:15,228 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:15,228 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:15,231 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_amplitude', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_amp', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:15,231 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:15,231 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:15,278 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:15,281 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:15,281 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:15,283 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:15,353 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:39:15,355 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:39:15,372 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:15,375 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_amplitude', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_amp', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:15,375 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:15,376 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:15,377 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:15,378 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/areacello_Ofx_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:15,378 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:15,378 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:15,378 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:15,394 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:15,394 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:15,396 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:15,397 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc) +2025-05-26 19:39:15,397 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc) +2025-05-26 19:39:15,434 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:15,436 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:15,436 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:15,437 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Ofx', +frequency = 'fx', +short_name = 'areacello' +2025-05-26 19:39:15,492 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:15,495 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:15,496 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:15,497 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Ofx', +frequency = 'fx', +short_name = 'areacello' +2025-05-26 19:39:15,498 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:15,502 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:15,503 UTC [9191] DEBUG esmvalcore.preprocessor._supplementary_vars:97 Added areacello as cell measure in cube of tos. +2025-05-26 19:39:15,503 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:15,505 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:15,506 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:15,507 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:15,511 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None) +2025-05-26 19:39:16,294 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:16,295 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +start_longitude = 190.0, +end_longitude = 240.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:16,303 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:16,305 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:16,316 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:16,319 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:16,321 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:16,413 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step area_statistics +2025-05-26 19:39:16,416 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'area_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:16,418 UTC [9191] DEBUG esmvalcore.preprocessor._shared:459 Found no cell measure 'cell_area' in cube sea_surface_temperature / (degC) (time: 1976; latitude: 10; longitude: 50). Check availability of supplementary variables +2025-05-26 19:39:16,418 UTC [9191] DEBUG esmvalcore.preprocessor._shared:464 Attempting to calculate grid cell area +2025-05-26 19:39:16,418 UTC [9191] DEBUG esmvalcore.preprocessor._shared:478 Calculating grid cell areas for regular grid +2025-05-26 19:39:16,425 UTC [9191] DEBUG esmvalcore.preprocessor._shared:527 Using DEFAULT_SPHERICAL_EARTH_RADIUS. while computing area weights of the following cube: +sea_surface_temperature / (degC) (time: 1976; latitude: 10; longitude: 50) + Dimension coordinates: + time x - - + latitude - x - + longitude - - x + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +2025-05-26 19:39:16,436 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:39:16,437 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +operator = 'std_dev', +period = 'full' +2025-05-26 19:39:16,438 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +2025-05-26 19:39:16,439 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +2025-05-26 19:39:16,443 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:16,445 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:39:16,445 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (scalar cube) + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + longitude 215.0 degrees_east, bound=(190.0, 240.0) degrees_east + time 1932-07-02 12:00:00, bound=(1850-01-16 12:00:00, 2014-12-16 12:00:00) + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + 3 latitude: longitude: mean + 4 time: standard_deviation + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:16,475 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:16,475 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:16,475 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:16,476 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_amplitude', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_amp', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:16,476 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:16,476 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:16,476 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:16,492 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:16,493 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:16,494 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_amplitude', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_amp', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:16,495 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:16,496 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:16,496 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:16,497 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:16,499 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:16,501 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'enso_amplitude', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_amp', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:16,501 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:16,502 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:16,502 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:16,503 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:16,503 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:16,503 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:16,504 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:16,505 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:16,506 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:39:16,512 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:16,513 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 190.0, +end_longitude = 240.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:16,516 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:16,517 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:16,525 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:16,527 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:16,529 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:16,596 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step area_statistics +2025-05-26 19:39:16,598 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'area_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:16,600 UTC [9191] DEBUG esmvalcore.preprocessor._shared:459 Found no cell measure 'cell_area' in cube sea_surface_temperature / (degC) (time: 476; latitude: 10; longitude: 50). Check availability of supplementary variables +2025-05-26 19:39:16,600 UTC [9191] DEBUG esmvalcore.preprocessor._shared:464 Attempting to calculate grid cell area +2025-05-26 19:39:16,600 UTC [9191] DEBUG esmvalcore.preprocessor._shared:478 Calculating grid cell areas for regular grid +2025-05-26 19:39:16,609 UTC [9191] DEBUG esmvalcore.preprocessor._shared:527 Using DEFAULT_SPHERICAL_EARTH_RADIUS. while computing area weights of the following cube: +sea_surface_temperature / (degC) (time: 476; latitude: 10; longitude: 50) + Dimension coordinates: + time x - - + latitude - x - + longitude - - x + Cell methods: + 0 time: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +2025-05-26 19:39:16,626 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step climate_statistics +2025-05-26 19:39:16,626 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'climate_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'std_dev', +period = 'full' +2025-05-26 19:39:16,628 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/ma/core.py:5528: RuntimeWarning: Degrees of freedom <= 0 for slice + ret = super().var(axis=axis, dtype=dtype, out=out, ddof=ddof, + +2025-05-26 19:39:16,628 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/numpy/_core/_methods.py:216: RuntimeWarning: invalid value encountered in divide + ret = um.true_divide( + +2025-05-26 19:39:16,633 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:16,634 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc') +2025-05-26 19:39:16,634 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (scalar cube) + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + longitude 215.0 degrees_east, bound=(190.0, 240.0) degrees_east + time 1998-12-30 18:00:00.000040, bound=(1979-01-15 00:00:00.000080, 2018-12-15 12:00:00) + Cell methods: + 0 time: mean + 1 latitude: longitude: mean + 2 time: standard_deviation + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:16,659 UTC [9191] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/tos_amp +2025-05-26 19:39:16,681 UTC [9191] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:39:19,891 UTC [9191] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/tos_amp (priority 2) in 0:00:04.756806 +2025-05-26 19:39:19,891 UTC [9191] INFO esmvalcore._task:289 Starting task diagnostic_metrics/tos_patdiv1 in process [9191] +2025-05-26 19:39:19,930 UTC [9191] DEBUG esmvalcore.preprocessor:716 Running block ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'area_statistics', 'extract_month'] +2025-05-26 19:39:19,930 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:19,930 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:19,931 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:19,933 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_dec_area', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_patdiv1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:19,933 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:19,933 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:19,933 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:19,975 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:19,975 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:19,977 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_dec_area', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_patdiv1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:19,977 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:19,977 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:20,022 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:20,025 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:20,025 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:20,026 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:20,105 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:39:20,106 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:39:20,123 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:20,125 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_dec_area', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_patdiv1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:20,126 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:20,127 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:20,127 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:20,129 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/areacello_Ofx_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:20,129 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:20,129 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:20,129 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:20,151 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:20,151 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:20,154 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:20,155 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc) +2025-05-26 19:39:20,155 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc) +2025-05-26 19:39:20,195 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:20,198 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:20,198 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:20,199 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Ofx', +frequency = 'fx', +short_name = 'areacello' +2025-05-26 19:39:20,259 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:20,262 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:20,262 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:20,264 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Ofx', +frequency = 'fx', +short_name = 'areacello' +2025-05-26 19:39:20,264 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:20,267 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:20,267 UTC [9191] DEBUG esmvalcore.preprocessor._supplementary_vars:97 Added areacello as cell measure in cube of tos. +2025-05-26 19:39:20,268 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:20,269 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:20,271 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:20,272 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:20,275 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None) +2025-05-26 19:39:21,017 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:21,019 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +start_longitude = 190.0, +end_longitude = 240.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:21,026 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:21,028 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:21,037 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:21,042 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:21,044 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:21,144 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step area_statistics +2025-05-26 19:39:21,148 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'area_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:21,150 UTC [9191] DEBUG esmvalcore.preprocessor._shared:459 Found no cell measure 'cell_area' in cube sea_surface_temperature / (degC) (time: 1976; latitude: 10; longitude: 50). Check availability of supplementary variables +2025-05-26 19:39:21,151 UTC [9191] DEBUG esmvalcore.preprocessor._shared:464 Attempting to calculate grid cell area +2025-05-26 19:39:21,151 UTC [9191] DEBUG esmvalcore.preprocessor._shared:478 Calculating grid cell areas for regular grid +2025-05-26 19:39:21,161 UTC [9191] DEBUG esmvalcore.preprocessor._shared:527 Using DEFAULT_SPHERICAL_EARTH_RADIUS. while computing area weights of the following cube: +sea_surface_temperature / (degC) (time: 1976; latitude: 10; longitude: 50) + Dimension coordinates: + time x - - + latitude - x - + longitude - - x + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +2025-05-26 19:39:21,173 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_month +2025-05-26 19:39:21,174 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_month' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +month = 12 +2025-05-26 19:39:21,183 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:21,184 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:39:21,184 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 164) + Dimension coordinates: + time x + Auxiliary coordinates: + month_number x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + longitude 215.0 degrees_east, bound=(190.0, 240.0) degrees_east + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + 3 latitude: longitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:21,216 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:21,216 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:21,216 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:21,217 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_dec_area', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_patdiv1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:21,217 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:21,217 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:21,217 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:21,234 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:21,234 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:21,236 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_dec_area', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_patdiv1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:21,237 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:21,238 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:21,238 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:21,238 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:21,241 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:21,243 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_dec_area', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_patdiv1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:21,243 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:21,243 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:21,244 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:21,244 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:21,245 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:21,245 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:21,246 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:21,247 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:21,248 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:39:21,253 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:21,254 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 190.0, +end_longitude = 240.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:21,257 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:21,258 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:21,266 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:21,269 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:21,270 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:21,337 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step area_statistics +2025-05-26 19:39:21,338 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'area_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:21,340 UTC [9191] DEBUG esmvalcore.preprocessor._shared:459 Found no cell measure 'cell_area' in cube sea_surface_temperature / (degC) (time: 476; latitude: 10; longitude: 50). Check availability of supplementary variables +2025-05-26 19:39:21,340 UTC [9191] DEBUG esmvalcore.preprocessor._shared:464 Attempting to calculate grid cell area +2025-05-26 19:39:21,340 UTC [9191] DEBUG esmvalcore.preprocessor._shared:478 Calculating grid cell areas for regular grid +2025-05-26 19:39:21,348 UTC [9191] DEBUG esmvalcore.preprocessor._shared:527 Using DEFAULT_SPHERICAL_EARTH_RADIUS. while computing area weights of the following cube: +sea_surface_temperature / (degC) (time: 476; latitude: 10; longitude: 50) + Dimension coordinates: + time x - - + latitude - x - + longitude - - x + Cell methods: + 0 time: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +2025-05-26 19:39:21,359 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_month +2025-05-26 19:39:21,360 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_month' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +month = 12 +2025-05-26 19:39:21,364 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:21,365 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc') +2025-05-26 19:39:21,366 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 39) + Dimension coordinates: + time x + Auxiliary coordinates: + month_number x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + longitude 215.0 degrees_east, bound=(190.0, 240.0) degrees_east + Cell methods: + 0 time: mean + 1 latitude: longitude: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:21,390 UTC [9191] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/tos_patdiv1 +2025-05-26 19:39:21,419 UTC [9191] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:39:24,930 UTC [9191] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/tos_patdiv1 (priority 3) in 0:00:05.038929 +2025-05-26 19:39:24,930 UTC [9191] INFO esmvalcore._task:289 Starting task diagnostic_metrics/tos_lifdur1 in process [9191] +2025-05-26 19:39:24,976 UTC [9191] DEBUG esmvalcore.preprocessor:716 Running block ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'area_statistics'] +2025-05-26 19:39:24,976 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:24,976 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:24,976 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:24,978 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_ninoarea', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_lifdur1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:24,978 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:24,978 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:24,978 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:25,027 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:25,027 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:25,029 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_ninoarea', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_lifdur1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:25,030 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:25,030 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:25,072 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:25,074 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:25,075 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:25,076 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:25,147 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:39:25,149 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:39:25,165 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:25,168 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_ninoarea', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_lifdur1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:25,168 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:25,170 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:25,170 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:25,171 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/areacello_Ofx_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:25,172 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:25,172 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:25,172 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:25,193 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc +2025-05-26 19:39:25,193 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:25,196 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:25,197 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc) +2025-05-26 19:39:25,197 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc) +2025-05-26 19:39:25,237 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:25,239 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:25,239 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:25,241 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Ofx', +frequency = 'fx', +short_name = 'areacello' +2025-05-26 19:39:25,297 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:25,300 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'areacello', +mip = 'Ofx', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +original_short_name = 'areacello', +standard_name = 'cell_area', +long_name = 'Grid-Cell Area for Ocean Variables', +units = 'm2', +modeling_realm = ['ocean'], +frequency = 'fx', +version = 'v20191115' +2025-05-26 19:39:25,300 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:25,302 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Ofx', +frequency = 'fx', +short_name = 'areacello' +2025-05-26 19:39:25,302 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:25,305 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:25,305 UTC [9191] DEBUG esmvalcore.preprocessor._supplementary_vars:97 Added areacello as cell measure in cube of tos. +2025-05-26 19:39:25,306 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:25,307 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:25,308 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:25,310 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:25,312 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None) +2025-05-26 19:39:26,071 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:26,072 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +start_longitude = 190.0, +end_longitude = 240.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:26,079 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:26,082 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:26,090 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:26,094 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:26,096 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:26,207 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step area_statistics +2025-05-26 19:39:26,210 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'area_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:26,213 UTC [9191] DEBUG esmvalcore.preprocessor._shared:459 Found no cell measure 'cell_area' in cube sea_surface_temperature / (degC) (time: 1976; latitude: 10; longitude: 50). Check availability of supplementary variables +2025-05-26 19:39:26,213 UTC [9191] DEBUG esmvalcore.preprocessor._shared:464 Attempting to calculate grid cell area +2025-05-26 19:39:26,213 UTC [9191] DEBUG esmvalcore.preprocessor._shared:478 Calculating grid cell areas for regular grid +2025-05-26 19:39:26,223 UTC [9191] DEBUG esmvalcore.preprocessor._shared:527 Using DEFAULT_SPHERICAL_EARTH_RADIUS. while computing area weights of the following cube: +sea_surface_temperature / (degC) (time: 1976; latitude: 10; longitude: 50) + Dimension coordinates: + time x - - + latitude - x - + longitude - - x + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +2025-05-26 19:39:26,239 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:26,240 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc'), + LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Ofx/areacello/gn/v20191115/areacello_Ofx_ACCESS-ESM1-5_historical_r1i1p1f1_gn.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:39:26,241 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 1976) + Dimension coordinates: + time x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + longitude 215.0 degrees_east, bound=(190.0, 240.0) degrees_east + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + 3 latitude: longitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:26,273 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:26,273 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:26,273 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:26,274 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_ninoarea', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_lifdur1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:26,274 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:26,274 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:26,274 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:26,290 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:26,290 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:26,292 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_ninoarea', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_lifdur1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:26,293 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:26,294 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:26,294 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:26,295 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:26,297 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:26,299 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_ninoarea', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_lifdur1', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:26,299 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:26,300 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:26,300 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:26,300 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:26,301 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:26,301 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:26,302 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:26,303 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:26,304 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:39:26,309 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:26,310 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 190.0, +end_longitude = 240.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:26,314 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:26,314 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:26,322 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:26,324 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:26,326 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:26,394 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step area_statistics +2025-05-26 19:39:26,395 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'area_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:26,397 UTC [9191] DEBUG esmvalcore.preprocessor._shared:459 Found no cell measure 'cell_area' in cube sea_surface_temperature / (degC) (time: 476; latitude: 10; longitude: 50). Check availability of supplementary variables +2025-05-26 19:39:26,397 UTC [9191] DEBUG esmvalcore.preprocessor._shared:464 Attempting to calculate grid cell area +2025-05-26 19:39:26,397 UTC [9191] DEBUG esmvalcore.preprocessor._shared:478 Calculating grid cell areas for regular grid +2025-05-26 19:39:26,404 UTC [9191] DEBUG esmvalcore.preprocessor._shared:527 Using DEFAULT_SPHERICAL_EARTH_RADIUS. while computing area weights of the following cube: +sea_surface_temperature / (degC) (time: 476; latitude: 10; longitude: 50) + Dimension coordinates: + time x - - + latitude - x - + longitude - - x + Cell methods: + 0 time: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +2025-05-26 19:39:26,416 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:26,417 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc') +2025-05-26 19:39:26,417 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 476) + Dimension coordinates: + time x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + longitude 215.0 degrees_east, bound=(190.0, 240.0) degrees_east + Cell methods: + 0 time: mean + 1 latitude: longitude: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:26,439 UTC [9191] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/tos_lifdur1 +2025-05-26 19:39:26,458 UTC [9191] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:39:29,676 UTC [9191] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/tos_lifdur1 (priority 4) in 0:00:04.745158 +2025-05-26 19:39:29,676 UTC [9191] INFO esmvalcore._task:289 Starting task diagnostic_metrics/tos_lifdurdiv2 in process [9191] +2025-05-26 19:39:29,709 UTC [9191] DEBUG esmvalcore.preprocessor:716 Running block ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'meridional_statistics'] +2025-05-26 19:39:29,709 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:29,709 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:29,709 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:29,710 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_meridional', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_lifdurdiv2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:29,711 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:29,711 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:29,711 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:29,768 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:29,768 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:29,772 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_meridional', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_lifdurdiv2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:29,772 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:29,772 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:29,824 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:29,827 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:29,827 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:29,828 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:29,904 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:39:29,906 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:39:29,921 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:29,923 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_meridional', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_lifdurdiv2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:29,923 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:29,925 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:29,925 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:29,927 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:29,927 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:29,928 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:29,929 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:29,931 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:29,933 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None) +2025-05-26 19:39:30,693 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:30,694 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:30,702 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:30,705 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:30,714 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:30,718 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:30,720 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:30,834 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:39:30,837 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:30,838 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:39:30,842 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:30,843 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:39:30,843 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 1976; longitude: 120) + Dimension coordinates: + time x - + longitude - x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + 3 latitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:30,871 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:30,872 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:30,872 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:30,873 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_meridional', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_lifdurdiv2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:30,873 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:30,873 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:30,873 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:30,889 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:30,889 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:30,891 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_meridional', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_lifdurdiv2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:30,892 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:30,893 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:30,893 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:30,893 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:30,896 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:30,898 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_meridional', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_lifdurdiv2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:30,898 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:30,899 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:30,899 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:30,900 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:30,900 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:30,900 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:30,901 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:30,902 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:30,903 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:39:30,908 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:30,909 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:30,913 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:30,913 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:30,923 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:30,925 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:30,926 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:31,003 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:39:31,004 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:31,006 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:39:31,010 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:31,011 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc') +2025-05-26 19:39:31,011 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 476; longitude: 120) + Dimension coordinates: + time x - + longitude - x + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + Cell methods: + 0 time: mean + 1 latitude: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:31,032 UTC [9191] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/tos_lifdurdiv2 +2025-05-26 19:39:31,057 UTC [9191] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:39:34,274 UTC [9191] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/tos_lifdurdiv2 (priority 5) in 0:00:04.598465 +2025-05-26 19:39:34,275 UTC [9191] INFO esmvalcore._task:289 Starting task diagnostic_metrics/tos_pat2 in process [9191] +2025-05-26 19:39:34,314 UTC [9191] DEBUG esmvalcore.preprocessor:716 Running block ['convert_units', 'regrid', 'extract_region', 'rolling_window_statistics', 'anomalies', 'extract_month', 'meridional_statistics'] +2025-05-26 19:39:34,314 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:34,314 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:34,314 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:34,316 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_CMIP6_ACCESS-ESM1-5_CMIP_historical_r1i1p1f1_gn_v20191115_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_pattern2', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_pat2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:34,316 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:34,316 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc') +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:34,316 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:34,366 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc +2025-05-26 19:39:34,367 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:34,369 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_pattern2', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_pat2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:34,369 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional longitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'longitude' to 'lon' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:34,369 UTC [9191] DEBUG esmvalcore.cmor._fixes.fix.genericfix:412 Multidimensional latitude coordinate is not set in CMOR standard, ESMValTool will change the original value of 'latitude' to 'lat' to match the one-dimensional case +(for file /climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc) +2025-05-26 19:39:34,412 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:34,415 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:34,415 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:34,417 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:34,484 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step clip_timerange +2025-05-26 19:39:34,486 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'clip_timerange' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +timerange = '18500116T120000/20141216T120000' +2025-05-26 19:39:34,505 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:34,508 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_pattern2', +project = 'CMIP6', +activity = 'CMIP', +dataset = 'ACCESS-ESM1-5', +ensemble = 'r1i1p1f1', +institute = 'CSIRO', +exp = 'historical', +grid = 'gn', +timerange = '18500116T120000/20141216T120000', +variable_group = 'tos_pat2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 0, +alias = 'CMIP6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon', +version = 'v20191115' +2025-05-26 19:39:34,508 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:34,509 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +check_level = , +cmor_table = 'CMIP6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:34,510 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:34,511 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:34,511 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:34,513 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:34,514 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:34,516 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:34,518 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme IrisESMFRegrid(method='bilinear', use_src_mask=True, use_tgt_mask=True, collapse_src_mask_along=('Z',), collapse_tgt_mask_along=('Z',), tgt_location=None, mdtol=None) +2025-05-26 19:39:35,226 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:35,228 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:35,236 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:35,238 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:35,247 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:35,250 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:35,252 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:35,358 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_month +2025-05-26 19:39:35,361 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_month' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +month = 12 +2025-05-26 19:39:35,370 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:39:35,371 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:35,372 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:39:35,377 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:35,378 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/climate_data/CMIP6/CMIP/CSIRO/ACCESS-ESM1-5/historical/r1i1p1f1/Omon/tos/gn/v20191115/tos_Omon_ACCESS-ESM1-5_historical_r1i1p1f1_gn_185001-201412.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc') +2025-05-26 19:39:35,378 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 164; longitude: 120) + Dimension coordinates: + time x - + longitude - x + Auxiliary coordinates: + month_number x - + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + Cell methods: + 0 area: mean where sea + 1 time: mean + 2 time: mean + 3 latitude: mean + Attributes: + Conventions 'CF-1.7 CMIP-6.2' + activity_id 'CMIP' + branch_method 'standard' + branch_time_in_child np.float64(0.0) + branch_time_in_parent np.int64(-616894) + cmor_version '3.4.0' + data_specs_version '01.00.30' + experiment 'all-forcing simulation of the recent past' + experiment_id 'historical' + external_variables 'areacello' + forcing_index np.int32(1) + frequency 'mon' + further_info_url 'https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.no ...' + grid 'native atmosphere N96 grid (145x192 latxlon)' + grid_label 'gn' + initialization_index np.int32(1) + institution 'Commonwealth Scientific and Industrial Research Organisation, Aspendale, ...' + institution_id 'CSIRO' + license 'CMIP6 model data produced by CSIRO is licensed under a Creative Commons ...' + mip_era 'CMIP6' + nominal_resolution '250 km' + notes "Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst'])" + parent_activity_id 'CMIP' + parent_experiment_id 'piControl' + parent_mip_era 'CMIP6' + parent_source_id 'ACCESS-ESM1-5' + parent_time_units 'days since 1850-1-1 00:00:00' + parent_variant_label 'r1i1p1f1' + physics_index np.int32(1) + product 'model-output' + realization_index np.int32(1) + realm 'ocean' + run_variant 'forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, ...' + source 'ACCESS-ESM1.5 (2019): \naerosol: CLASSIC (v1.0)\natmos: HadGAM2 (r1.1, ...' + source_id 'ACCESS-ESM1-5' + source_type 'AOGCM' + sub_experiment 'none' + sub_experiment_id 'none' + table_id 'Omon' + table_info 'Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371' + title 'ACCESS-ESM1-5 output prepared for CMIP6' + variable_id 'tos' + variant_label 'r1i1p1f1' + version 'v20191115' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc +2025-05-26 19:39:35,410 UTC [9191] DEBUG esmvalcore.preprocessor:724 Applying single-model steps to PreprocessorFile: /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:35,410 UTC [9191] DEBUG esmvalcore.esgf._download:560 All required data is available locally, not downloading anything. +2025-05-26 19:39:35,411 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_file +2025-05-26 19:39:35,411 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_file' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +output_dir = PosixPath('/executions/recipe_20250526_193908/preproc/fixed_files/tos_Omon_OBS6_TROPFLUX_v1_'), +add_unique_suffix = True, +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_pattern2', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_pat2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:35,412 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step load +2025-05-26 19:39:35,412 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'load' on the data +LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc') +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +ignore_warnings = None +2025-05-26 19:39:35,412 UTC [9191] DEBUG esmvalcore.preprocessor._io:103 Loading: +/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:35,428 UTC [9191] DEBUG esmvalcore.preprocessor._io:151 Done with loading /home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc +2025-05-26 19:39:35,428 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_metadata +2025-05-26 19:39:35,430 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_metadata' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_pattern2', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_pat2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:35,431 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step concatenate +2025-05-26 19:39:35,432 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'concatenate' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = +2025-05-26 19:39:35,432 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_metadata +2025-05-26 19:39:35,432 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_metadata' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:35,435 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step fix_data +2025-05-26 19:39:35,436 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'fix_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +session = Session({'auxiliary_data_dir': PosixPath('/home/bandela/auxiliary_data'), + 'check_level': , + 'compress_netcdf': False, + 'config_developer_file': PosixPath('/home/bandela/src/esmvalgroup/esmvaltool/config-developer.yml'), + 'dask': {'profiles': {'debug': {'scheduler': 'synchronous'}, + 'local_distributed': {'cluster': {'memory_limit': '4GiB', + 'n_workers': 2, + 'threads_per_worker': 2, + 'type': 'distributed.LocalCluster'}}, + 'local_threaded': {'scheduler': 'threads'}, + 'threaded': {'num_workers': 2}}, + 'use': 'local_distributed'}, + 'diagnostics': None, + 'download_dir': PosixPath('/home/bandela/climate_data'), + 'drs': {'CMIP3': 'ESGF', + 'CMIP5': 'ESGF', + 'CMIP6': 'ESGF', + 'CORDEX': 'ESGF', + 'OBS': 'default', + 'OBS6': 'default', + 'native6': 'default', + 'obs4MIPs': 'ESGF'}, + 'exit_on_warning': False, + 'extra_facets_dir': [], + 'log_level': 'info', + 'logging': {'log_progress_interval': 0.0}, + 'max_datasets': None, + 'max_parallel_tasks': 1, + 'max_years': None, + 'output_dir': PosixPath('/executions'), + 'output_file_type': 'png', + 'profile_diagnostic': False, + 'remove_preproc_dir': True, + 'resume_from': [], + 'rootpath': {'CMIP6': [PosixPath('/climate_data')], + 'OBS': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'OBS6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/OBS')], + 'default': [PosixPath('/home/bandela/climate_data')], + 'native6': [PosixPath('/home/bandela/.cache/climate_ref/ESMValTool/RAWOBS')], + 'obs4MIPs': [PosixPath('/climate_data'), + PosixPath('/home/bandela/.cache/climate_ref/ESMValTool')]}, + 'run_diagnostic': True, + 'save_intermediary_cubes': False, + 'search_esgf': 'never', + 'skip_nonexistent': False, + 'write_ncl_interface': False}), +short_name = 'tos', +mip = 'Omon', +preprocessor = 'ssta_pattern2', +dataset = 'TROPFLUX', +version = 'v1', +project = 'OBS6', +type = 'reanaly', +tier = 2, +variable_group = 'tos_pat2', +diagnostic = 'diagnostic_metrics', +recipe_dataset_index = 1, +alias = 'OBS6', +original_short_name = 'tos', +standard_name = 'sea_surface_temperature', +long_name = 'Sea Surface Temperature', +units = 'degC', +modeling_realm = ['ocean'], +frequency = 'mon' +2025-05-26 19:39:35,437 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step cmor_check_data +2025-05-26 19:39:35,437 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'cmor_check_data' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +check_level = , +cmor_table = 'OBS6', +mip = 'Omon', +frequency = 'mon', +short_name = 'tos' +2025-05-26 19:39:35,438 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step add_supplementary_variables +2025-05-26 19:39:35,438 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'add_supplementary_variables' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +supplementary_cubes = [] +2025-05-26 19:39:35,438 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step convert_units +2025-05-26 19:39:35,439 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'convert_units' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +units = 'degC' +2025-05-26 19:39:35,440 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step regrid +2025-05-26 19:39:35,441 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'regrid' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +target_grid = '1x1', +scheme = 'linear' +2025-05-26 19:39:35,441 UTC [9191] DEBUG esmvalcore.preprocessor._regrid:634 Loaded regridding scheme Linear('mask') +2025-05-26 19:39:35,447 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_region +2025-05-26 19:39:35,448 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_region' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +start_longitude = 150.0, +end_longitude = 270.0, +start_latitude = -5.0, +end_latitude = 5.0 +2025-05-26 19:39:35,452 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step rolling_window_statistics +2025-05-26 19:39:35,453 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'rolling_window_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +coordinate = 'time', +operator = 'mean', +window_length = 5 +2025-05-26 19:39:35,461 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4881: IrisIgnoringBoundsWarning: The bounds of coordinate 'time' were ignored in the rolling window operation. + warnings.warn( + +2025-05-26 19:39:35,463 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step anomalies +2025-05-26 19:39:35,465 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'anomalies' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +period = 'monthly' +2025-05-26 19:39:35,544 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step extract_month +2025-05-26 19:39:35,546 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'extract_month' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +month = 12 +2025-05-26 19:39:35,551 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step meridional_statistics +2025-05-26 19:39:35,552 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'meridional_statistics' on the data + +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +operator = 'mean' +2025-05-26 19:39:35,553 UTC [9191] WARNING py.warnings:109 /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/iris/cube.py:4330: IrisUserWarning: Collapsing spatial coordinate 'latitude' without weighting + warnings.warn( + +2025-05-26 19:39:35,557 UTC [9191] DEBUG esmvalcore.preprocessor:411 Running preprocessor step save +2025-05-26 19:39:35,558 UTC [9191] DEBUG esmvalcore.preprocessor:358 Running preprocessor function 'save' on the data +[] +loaded from original input file(s) +[LocalFile('/home/bandela/.cache/climate_ref/ESMValTool/OBS/Tier2/TROPFLUX/OBS6_TROPFLUX_reanaly_v1_Omon_tos_197901-201812.nc')] +with function argument(s) +compress = False, +compute = False, +filename = PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc') +2025-05-26 19:39:35,558 UTC [9191] DEBUG esmvalcore.preprocessor._io:497 Saving cube: +sea_surface_temperature / (degC) (time: 39; longitude: 120) + Dimension coordinates: + time x - + longitude - x + Auxiliary coordinates: + month_number x - + Scalar coordinates: + latitude 0.0 degrees_north, bound=(-5.0, 5.0) degrees_north + Cell methods: + 0 time: mean + 1 latitude: mean + Attributes: + Conventions 'CF-1.7' + host 'gadi-cpu-clx-0539.gadi.nci.org.au' + mip 'Omon' + modeling_realm 'reanaly' + project_id 'OBS6' + reference 'doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4' + source 'https://incois.gov.in/tropflux/' + tier '2' + title 'TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb' + user 'fc6164' + version 'v1' +with lazy data to /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc +2025-05-26 19:39:35,582 UTC [9191] INFO esmvalcore.preprocessor:747 Computing and saving data for preprocessing task diagnostic_metrics/tos_pat2 +2025-05-26 19:39:35,601 UTC [9191] DEBUG asyncio:64 Using selector: EpollSelector +2025-05-26 19:39:38,994 UTC [9191] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/tos_pat2 (priority 6) in 0:00:04.718676 +2025-05-26 19:39:38,994 UTC [9191] INFO esmvalcore._task:289 Starting task diagnostic_metrics/plot_script in process [9191] +2025-05-26 19:39:38,997 UTC [9191] INFO esmvalcore._task:564 Running command ['/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python', '/home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/enso_diag1metrics.py', '/executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/settings.yml'] +2025-05-26 19:39:38,997 UTC [9191] DEBUG esmvalcore._task:565 in environment +{'MPLBACKEND': 'Agg'} +2025-05-26 19:39:38,997 UTC [9191] DEBUG esmvalcore._task:567 in current working directory: /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script +2025-05-26 19:39:38,998 UTC [9191] INFO esmvalcore._task:568 Writing output to /executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script +2025-05-26 19:39:38,998 UTC [9191] INFO esmvalcore._task:569 Writing plots to /executions/recipe_20250526_193908/plots/diagnostic_metrics/plot_script +2025-05-26 19:39:38,998 UTC [9191] INFO esmvalcore._task:570 Writing log to /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/log.txt +2025-05-26 19:39:38,998 UTC [9191] INFO esmvalcore._task:580 To re-run this diagnostic script, run: +cd /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script; MPLBACKEND="Agg" /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/bin/python /home/bandela/src/Climate-REF/climate-ref/.ref/software/conda/esmvaltool-9776cff81b525ef5fc839c1b70ccfa40943cee1d/lib/python3.12/site-packages/esmvaltool/diag_scripts/enso_metrics/enso_diag1metrics.py /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/settings.yml +2025-05-26 19:40:58,390 UTC [9191] INFO esmvalcore._task:141 Maximum memory used (estimate): 0.5 GB +2025-05-26 19:40:58,392 UTC [9191] INFO esmvalcore._task:144 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +2025-05-26 19:40:58,393 UTC [9191] DEBUG esmvalcore._task:657 Script enso_metrics/enso_diag1metrics.py completed successfully +2025-05-26 19:40:58,393 UTC [9191] DEBUG esmvalcore._task:682 Collecting provenance from /executions/recipe_20250526_193908/run/diagnostic_metrics/plot_script/diagnostic_provenance.yml +2025-05-26 19:40:58,568 UTC [9191] DEBUG urllib3.connectionpool:1051 Starting new HTTPS connection (1): cera-www.dkrz.de:443 +2025-05-26 19:40:58,736 UTC [9191] DEBUG urllib3.connectionpool:546 https://cera-www.dkrz.de:443 "GET /WDCC/ui/cerasearch/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 302 280 +2025-05-26 19:40:58,757 UTC [9191] DEBUG urllib3.connectionpool:546 https://cera-www.dkrz.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 302 282 +2025-05-26 19:40:58,760 UTC [9191] DEBUG urllib3.connectionpool:1051 Starting new HTTPS connection (1): www.wdc-climate.de:443 +2025-05-26 19:40:58,860 UTC [9191] DEBUG urllib3.connectionpool:546 https://www.wdc-climate.de:443 "GET /ui/cerarest/exportcmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical HTTP/11" 200 12025 +2025-05-26 19:40:58,886 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:40:58,886 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:40:58,886 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:40:58,886 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:40:59,325 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:40:59,326 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:40:59,326 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:40:59,326 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:40:59,663 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:40:59,663 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:40:59,663 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:40:59,663 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:40:59,958 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:40:59,958 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:40:59,958 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:40:59,958 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:41:00,271 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:41:00,271 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:41:00,271 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:41:00,271 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:41:00,572 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:41:00,572 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:41:00,572 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:41:00,572 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:41:00,885 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IHDR' 16 13 +2025-05-26 19:41:00,885 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'tEXt' 41 58 +2025-05-26 19:41:00,885 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'pHYs' 111 9 +2025-05-26 19:41:00,886 UTC [9191] DEBUG PIL.PngImagePlugin:198 STREAM b'IDAT' 132 65536 +2025-05-26 19:41:01,489 UTC [9191] DEBUG esmvalcore._task:770 Collecting provenance of task diagnostic_metrics/plot_script took 3.1 seconds +2025-05-26 19:41:01,489 UTC [9191] INFO esmvalcore._task:295 Successfully completed task diagnostic_metrics/plot_script (priority 0) in 0:01:22.495462 +2025-05-26 19:41:01,967 UTC [9191] INFO esmvalcore._recipe.recipe:1201 Wrote recipe with version numbers and wildcards to: +file:///executions/recipe_20250526_193908/run/recipe_filled.yml +2025-05-26 19:41:02,082 UTC [9191] INFO esmvalcore.experimental.recipe_output:280 Wrote recipe output to: +file:///executions/recipe_20250526_193908/index.html +2025-05-26 19:41:02,082 UTC [9191] INFO esmvalcore._main:138 Ending the Earth System Model Evaluation Tool at time: 2025-05-26 19:41:02 UTC +2025-05-26 19:41:02,082 UTC [9191] INFO esmvalcore._main:142 Time for running the recipe was: 0:01:53.434597 +2025-05-26 19:41:03,087 UTC [9191] INFO esmvalcore._task:141 Maximum memory used (estimate): 2.2 GB +2025-05-26 19:41:03,087 UTC [9191] INFO esmvalcore._task:144 Sampled every second. It may be inaccurate if short but high spikes in memory consumption occur. +2025-05-26 19:41:03,088 UTC [9191] INFO esmvalcore._main:518 Removing `preproc` directory containing preprocessed data +2025-05-26 19:41:03,089 UTC [9191] INFO esmvalcore._main:521 If this data is further needed, then set `remove_preproc_dir` to `false` in your configuration +2025-05-26 19:41:03,091 UTC [9191] INFO esmvalcore._main:496 Run was successful diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/recipe.yml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/recipe.yml new file mode 100644 index 000000000..82a878dbc --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/recipe.yml @@ -0,0 +1,134 @@ +documentation: + description: ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for + use in REF + title: Reproducing basic ENSO characteristics metrics + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + - planton_yann + maintainer: + - chun_felicity + +datasets: + ## one CMIP6 model for REF ## +- project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + mip: Omon + timerange: 18500116T120000/20141216T120000 +- dataset: TROPFLUX + version: v1 + project: OBS6 + type: reanaly + tier: 2 +preprocessors: + ssta_enso: &base_enso + # pattern, lifecycle w/o month, duration, diversity + custom_order: true + convert_units: + units: degC + regrid: + target_grid: 1x1 + scheme: linear + extract_region: &nino34 + start_longitude: 190. + end_longitude: 240. + start_latitude: -5. + end_latitude: 5. + rolling_window_statistics: + coordinate: time + operator: mean + window_length: 5 + anomalies: + period: monthly + + ssta_ninoarea: # lifecycle duration + <<: *base_enso + area_statistics: + operator: mean + + ssta_dec_area: # pattern diversity + <<: *base_enso + area_statistics: + operator: mean + extract_month: + month: 12 + + ssta_meridional: # diversity, lifecycle duration + <<: *base_enso + extract_region: &eqp + start_longitude: 150. + end_longitude: 270. + start_latitude: -5. + end_latitude: 5. + meridional_statistics: + operator: mean + + ssta_pattern2: # pattern + <<: *base_enso + extract_region: + <<: *eqp + extract_month: + month: 12 + meridional_statistics: + operator: mean + + enso_amplitude: + <<: *base_enso + area_statistics: + operator: mean + climate_statistics: + operator: std_dev + period: full + + enso_seas_asym: + custom_order: true + extract_region: + <<: *nino34 + convert_units: + units: degC + anomalies: + period: monthly + area_statistics: + operator: mean + + +diagnostics: + diagnostic_metrics: + description: run preprocessors on variables for ENSO metrics + variables: + tos_seas_asym: # seasonality and asymmetry + short_name: tos + mip: Omon + preprocessor: enso_seas_asym + + tos_amp: # amplitude + short_name: tos + mip: Omon + preprocessor: enso_amplitude + + tos_patdiv1: # pattern diversity pt1 + short_name: tos + mip: Omon + preprocessor: ssta_dec_area + tos_lifdur1: # lifecycle duration pt1 + short_name: tos + mip: Omon + preprocessor: ssta_ninoarea + tos_lifdurdiv2: # pt2 diversity lifecycle duration + short_name: tos + mip: Omon + preprocessor: ssta_meridional + tos_pat2: # pt2 pattern + short_name: tos + mip: Omon + preprocessor: ssta_pattern2 + + scripts: + plot_script: + script: enso_metrics/enso_diag1metrics.py diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/recipe_filled.yml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/recipe_filled.yml new file mode 100644 index 000000000..8cb6dcca2 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/recipe_filled.yml @@ -0,0 +1,260 @@ +documentation: + description: ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for + use in REF + title: Reproducing basic ENSO characteristics metrics + authors: + - chun_felicity + - beucher_romain + - sullivan_arnold + - planton_yann + maintainer: + - chun_felicity +preprocessors: + ssta_enso: + custom_order: true + convert_units: + units: degC + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 190.0 + end_longitude: 240.0 + start_latitude: -5.0 + end_latitude: 5.0 + rolling_window_statistics: + coordinate: time + operator: mean + window_length: 5 + anomalies: + period: monthly + ssta_ninoarea: + custom_order: true + convert_units: + units: degC + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 190.0 + end_longitude: 240.0 + start_latitude: -5.0 + end_latitude: 5.0 + rolling_window_statistics: + coordinate: time + operator: mean + window_length: 5 + anomalies: + period: monthly + area_statistics: + operator: mean + ssta_dec_area: + custom_order: true + convert_units: + units: degC + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 190.0 + end_longitude: 240.0 + start_latitude: -5.0 + end_latitude: 5.0 + rolling_window_statistics: + coordinate: time + operator: mean + window_length: 5 + anomalies: + period: monthly + area_statistics: + operator: mean + extract_month: + month: 12 + ssta_meridional: + custom_order: true + convert_units: + units: degC + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 150.0 + end_longitude: 270.0 + start_latitude: -5.0 + end_latitude: 5.0 + rolling_window_statistics: + coordinate: time + operator: mean + window_length: 5 + anomalies: + period: monthly + meridional_statistics: + operator: mean + ssta_pattern2: + custom_order: true + convert_units: + units: degC + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 150.0 + end_longitude: 270.0 + start_latitude: -5.0 + end_latitude: 5.0 + rolling_window_statistics: + coordinate: time + operator: mean + window_length: 5 + anomalies: + period: monthly + extract_month: + month: 12 + meridional_statistics: + operator: mean + enso_amplitude: + custom_order: true + convert_units: + units: degC + regrid: + target_grid: 1x1 + scheme: linear + extract_region: + start_longitude: 190.0 + end_longitude: 240.0 + start_latitude: -5.0 + end_latitude: 5.0 + rolling_window_statistics: + coordinate: time + operator: mean + window_length: 5 + anomalies: + period: monthly + area_statistics: + operator: mean + climate_statistics: + operator: std_dev + period: full + enso_seas_asym: + custom_order: true + extract_region: + start_longitude: 190.0 + end_longitude: 240.0 + start_latitude: -5.0 + end_latitude: 5.0 + convert_units: + units: degC + anomalies: + period: monthly + area_statistics: + operator: mean + default: {} +diagnostics: + diagnostic_metrics: + description: run preprocessors on variables for ENSO metrics + variables: + tos_seas_asym: + short_name: tos + mip: Omon + preprocessor: enso_seas_asym + additional_datasets: + - project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + timerange: 18500116T120000/20141216T120000 + version: v20191115 + supplementary_variables: + - short_name: areacello + mip: Ofx + tos_amp: + short_name: tos + mip: Omon + preprocessor: enso_amplitude + additional_datasets: + - project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + timerange: 18500116T120000/20141216T120000 + version: v20191115 + supplementary_variables: + - short_name: areacello + mip: Ofx + tos_patdiv1: + short_name: tos + mip: Omon + preprocessor: ssta_dec_area + additional_datasets: + - project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + timerange: 18500116T120000/20141216T120000 + version: v20191115 + supplementary_variables: + - short_name: areacello + mip: Ofx + tos_lifdur1: + short_name: tos + mip: Omon + preprocessor: ssta_ninoarea + additional_datasets: + - project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + timerange: 18500116T120000/20141216T120000 + version: v20191115 + supplementary_variables: + - short_name: areacello + mip: Ofx + tos_lifdurdiv2: + short_name: tos + mip: Omon + preprocessor: ssta_meridional + additional_datasets: + - project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + timerange: 18500116T120000/20141216T120000 + version: v20191115 + tos_pat2: + short_name: tos + mip: Omon + preprocessor: ssta_pattern2 + additional_datasets: + - project: CMIP6 + activity: CMIP + dataset: ACCESS-ESM1-5 + ensemble: r1i1p1f1 + institute: CSIRO + exp: historical + grid: gn + timerange: 18500116T120000/20141216T120000 + version: v20191115 + scripts: + plot_script: + script: enso_metrics/enso_diag1metrics.py +datasets: +- dataset: TROPFLUX + version: v1 + project: OBS6 + type: reanaly + tier: 2 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/resource_usage.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/resource_usage.txt new file mode 100644 index 000000000..c73e259a3 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/run/resource_usage.txt @@ -0,0 +1,112 @@ +Date and time (UTC) Real time (s) CPU time (s) CPU (%) Memory (GB) Memory (%) Disk read (GB) Disk write (GB) +2025-05-26 19:39:09.377924 1.0 5.9 0 0.5 3 0.0 0.0 +2025-05-26 19:39:10.388595 2.0 7.6 20 0.7 5 0.0 0.0 +2025-05-26 19:39:11.396379 3.0 8.9 10 0.9 6 0.0 0.0 +2025-05-26 19:39:12.438431 4.1 10.2 20 1.0 7 0.0 0.0 +2025-05-26 19:39:13.479363 5.1 12.1 89 1.1 7 0.0 0.0 +2025-05-26 19:39:14.497343 6.1 14.7 63 1.1 7 0.0 0.0 +2025-05-26 19:39:15.557247 7.2 16.8 64 1.1 7 0.0 0.0 +2025-05-26 19:39:16.788012 8.4 18.5 96 1.1 8 0.0 0.0 +2025-05-26 19:39:17.799649 9.4 22.4 16 1.5 10 0.0 0.0 +2025-05-26 19:39:18.833446 10.5 25.2 43 1.2 8 0.0 0.0 +2025-05-26 19:39:19.844803 11.5 27.6 60 1.2 8 0.0 0.0 +2025-05-26 19:39:20.852808 12.5 29.1 87 1.2 8 0.0 0.0 +2025-05-26 19:39:21.861364 13.5 31.2 75 2.0 13 0.0 0.0 +2025-05-26 19:39:22.877081 14.5 35.1 23 1.8 12 0.001 0.0 +2025-05-26 19:39:23.926976 15.6 37.5 56 1.2 8 0.001 0.0 +2025-05-26 19:39:24.972863 16.6 39.8 56 1.2 8 0.001 0.0 +2025-05-26 19:39:25.981203 17.6 41.3 92 1.2 8 0.001 0.0 +2025-05-26 19:39:26.993008 18.6 43.6 63 1.9 13 0.001 0.0 +2025-05-26 19:39:28.007167 19.6 47.5 25 1.7 11 0.001 0.0 +2025-05-26 19:39:29.045098 20.7 50.0 53 1.2 8 0.001 0.0 +2025-05-26 19:39:30.068521 21.7 52.0 64 1.2 8 0.001 0.0 +2025-05-26 19:39:31.174704 22.8 53.6 102 1.2 8 0.001 0.0 +2025-05-26 19:39:32.185802 23.8 57.0 16 1.7 12 0.001 0.0 +2025-05-26 19:39:33.221051 24.9 60.4 42 1.3 9 0.001 0.0 +2025-05-26 19:39:34.236631 25.9 63.0 63 1.2 8 0.001 0.0 +2025-05-26 19:39:35.413889 27.0 64.6 94 1.2 8 0.001 0.0 +2025-05-26 19:39:36.423407 28.1 67.4 54 2.2 15 0.001 0.0 +2025-05-26 19:39:37.436438 29.1 71.0 26 1.7 11 0.001 0.0 +2025-05-26 19:39:38.462060 30.1 73.5 57 1.3 9 0.001 0.0 +2025-05-26 19:39:39.473946 31.1 75.4 37 1.3 9 0.001 0.0 +2025-05-26 19:39:40.482172 32.1 76.8 9 1.4 10 0.001 0.0 +2025-05-26 19:39:41.490912 33.1 78.1 8 1.6 11 0.001 0.0 +2025-05-26 19:39:42.512493 34.1 79.5 9 1.6 11 0.001 0.0 +2025-05-26 19:39:43.538636 35.2 81.1 40 1.6 11 0.001 0.0 +2025-05-26 19:39:44.560769 36.2 82.7 42 1.6 11 0.001 0.0 +2025-05-26 19:39:45.580209 37.2 84.3 41 1.6 11 0.001 0.0 +2025-05-26 19:39:46.626765 38.3 85.9 43 1.6 11 0.001 0.0 +2025-05-26 19:39:47.649049 39.3 87.6 44 1.6 11 0.001 0.0 +2025-05-26 19:39:48.675801 40.3 89.2 43 1.6 11 0.001 0.0 +2025-05-26 19:39:49.695851 41.3 90.8 42 1.6 11 0.001 0.0 +2025-05-26 19:39:50.718422 42.3 92.3 20 1.7 11 0.001 0.0 +2025-05-26 19:39:51.734623 43.4 93.8 27 1.7 11 0.001 0.0 +2025-05-26 19:39:52.743077 44.4 95.3 27 1.7 11 0.001 0.0 +2025-05-26 19:39:53.758168 45.4 96.8 28 1.7 11 0.001 0.0 +2025-05-26 19:39:54.776202 46.4 98.3 26 1.7 11 0.001 0.0 +2025-05-26 19:39:55.797831 47.4 99.9 30 1.7 11 0.001 0.0 +2025-05-26 19:39:56.828138 48.5 101.6 27 1.7 11 0.001 0.0 +2025-05-26 19:39:57.835971 49.5 103.1 25 1.7 11 0.002 0.0 +2025-05-26 19:39:58.859557 50.5 104.5 17 1.7 12 0.002 0.0 +2025-05-26 19:39:59.869237 51.5 105.9 12 1.7 12 0.002 0.0 +2025-05-26 19:40:00.889231 52.5 107.5 23 1.6 11 0.002 0.0 +2025-05-26 19:40:01.901795 53.5 109.0 27 1.6 11 0.002 0.0 +2025-05-26 19:40:02.917991 54.5 110.6 30 1.6 11 0.002 0.0 +2025-05-26 19:40:03.932562 55.6 112.2 29 1.6 11 0.002 0.0 +2025-05-26 19:40:04.943774 56.6 113.8 28 1.6 11 0.002 0.0 +2025-05-26 19:40:05.959510 57.6 115.2 28 1.6 11 0.002 0.0 +2025-05-26 19:40:06.973955 58.6 116.7 24 1.6 11 0.002 0.0 +2025-05-26 19:40:07.983159 59.6 118.4 30 1.6 11 0.002 0.0 +2025-05-26 19:40:08.999530 60.6 119.8 13 1.7 11 0.002 0.0 +2025-05-26 19:40:10.033531 61.7 121.5 47 1.7 11 0.002 0.0 +2025-05-26 19:40:11.049632 62.7 123.1 44 1.7 11 0.002 0.0 +2025-05-26 19:40:12.066184 63.7 124.7 44 1.7 11 0.002 0.0 +2025-05-26 19:40:13.109240 64.7 126.4 48 1.7 11 0.002 0.0 +2025-05-26 19:40:14.133878 65.8 128.0 44 1.7 11 0.002 0.0 +2025-05-26 19:40:15.154205 66.8 129.7 42 1.7 11 0.002 0.0 +2025-05-26 19:40:16.180019 67.8 131.3 44 1.7 11 0.002 0.0 +2025-05-26 19:40:17.198061 68.8 133.0 43 1.7 11 0.002 0.0 +2025-05-26 19:40:18.219292 69.8 134.6 45 1.7 11 0.002 0.0 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12 0.002 0.0 +2025-05-26 19:40:53.931505 105.6 189.6 40 1.7 12 0.002 0.0 +2025-05-26 19:40:54.957343 106.6 191.3 44 1.7 12 0.002 0.0 +2025-05-26 19:40:55.974858 107.6 192.9 41 1.7 12 0.002 0.0 +2025-05-26 19:40:56.982872 108.6 194.4 23 1.7 12 0.002 0.0 +2025-05-26 19:40:57.995106 109.6 194.8 8 1.2 8 0.003 0.0 +2025-05-26 19:40:59.007118 110.6 195.6 42 1.2 8 0.003 0.0 +2025-05-26 19:41:00.015584 111.6 197.0 106 1.2 8 0.003 0.0 +2025-05-26 19:41:01.023253 112.7 198.4 107 1.2 9 0.003 0.0 +2025-05-26 19:41:02.087320 113.7 199.0 63 0.6 4 0.003 0.0 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern.nc new file mode 100644 index 000000000..bae6a54c7 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_provenance.xml new file mode 100644 index 000000000..35fa0a4d0 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_09pattern_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Zonal structure of sea surface temperature anomalies in the equatorial Pacific (averaged between 5°S and 5°N). + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle.nc new file mode 100644 index 000000000..82651b4f3 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_provenance.xml new file mode 100644 index 000000000..6be85f6f2 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_10lifecycle_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + Temporal evolution of sea surface temperature anomalies in the central equatorial Pacific (Niño 3.4 region average), illustrating the ENSO-associated variability. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality.nc new file mode 100644 index 000000000..97abbbeff Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_provenance.xml new file mode 100644 index 000000000..7e8f8a58d --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_12seasonality_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + Ratio of winter to spring standard deviation of sea surface temperature anomalies in the central equatorial Pacific, illustrating the seasonal timing of SSTA. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry.nc new file mode 100644 index 000000000..094a06131 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_provenance.xml new file mode 100644 index 000000000..e7d2622a2 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_13asymmetry_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + Skewness of sea surface temperature anomalies in the central equatorial Pacific, illustrating the expected asymmetry where positive SSTA values should typically be larger than negative SSTA values (usually close to 0). + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration.nc new file mode 100644 index 000000000..0620bd57d Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_provenance.xml new file mode 100644 index 000000000..c69c8ab95 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_14duration_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + Duration of the ENSO life cycle where SSTA exceeds 0.25, illustrating the 'duration' of the SSTA event. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity.nc new file mode 100644 index 000000000..9b7a4621a Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_provenance.xml new file mode 100644 index 000000000..f60a7b8f0 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/ACCESS-ESM1-5_15diversity_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + + Width of the zonal location of maximum (minimum) SSTA during all El Niño (La Niña) events, illustrating the 'diversity' of ENSO events. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern.nc new file mode 100644 index 000000000..5da363fa9 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_provenance.xml new file mode 100644 index 000000000..58877b7b5 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_09pattern_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + Zonal structure of sea surface temperature anomalies in the equatorial Pacific (averaged between 5°S and 5°N). + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle.nc new file mode 100644 index 000000000..402c5be0b Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_provenance.xml new file mode 100644 index 000000000..ddf4ce387 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_10lifecycle_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Temporal evolution of sea surface temperature anomalies in the central equatorial Pacific (Niño 3.4 region average), illustrating the ENSO-associated variability. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality.nc new file mode 100644 index 000000000..808e9a24b Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_provenance.xml new file mode 100644 index 000000000..404cdfc9d --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_12seasonality_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + Ratio of winter to spring standard deviation of sea surface temperature anomalies in the central equatorial Pacific, illustrating the seasonal timing of SSTA. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry.nc new file mode 100644 index 000000000..e6399fa57 Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_provenance.xml new file mode 100644 index 000000000..3e533490b --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_13asymmetry_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + Skewness of sea surface temperature anomalies in the central equatorial Pacific, illustrating the expected asymmetry where positive SSTA values should typically be larger than negative SSTA values (usually close to 0). + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + + + + + + + + + + + + + + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration.nc new file mode 100644 index 000000000..b17e3904f Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_provenance.xml new file mode 100644 index 000000000..f467cb542 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_14duration_provenance.xml @@ -0,0 +1,761 @@ + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + Duration of the ENSO life cycle where SSTA exceeds 0.25, illustrating the 'duration' of the SSTA event. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity.nc b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity.nc new file mode 100644 index 000000000..fafe33e5a Binary files /dev/null and b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity.nc differ diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_provenance.xml new file mode 100644 index 000000000..7c832f5d4 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/TROPFLUX_15diversity_provenance.xml @@ -0,0 +1,761 @@ + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + + + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Width of the zonal location of maximum (minimum) SSTA during all El Niño (La Niña) events, illustrating the 'diversity' of ENSO events. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix.csv b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix.csv new file mode 100644 index 000000000..cad099cec --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix.csv @@ -0,0 +1,7 @@ +ACCESS-ESM1-5,09pattern,0.19973162944429323 +ACCESS-ESM1-5,10lifecycle,0.15919778822950595 +ACCESS-ESM1-5,11amplitude,7.509807934001442 +ACCESS-ESM1-5,12seasonality,64.42112276886938 +ACCESS-ESM1-5,13asymmetry,176.8532610925655 +ACCESS-ESM1-5,14duration,15.384615384615385 +ACCESS-ESM1-5,15diversity,51.24999999999999 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_citation.bibtex b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_citation.bibtex new file mode 100644 index 000000000..8e9baa4d6 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_citation.bibtex @@ -0,0 +1,37 @@ +@article{righi20gmd, + doi = {10.5194/gmd-13-1179-2020}, + url = {https://doi.org/10.5194/gmd-13-1179-2020}, + year = {2020}, + month = mar, + publisher = {Copernicus {GmbH}}, + volume = {13}, + number = {3}, + pages = {1179--1199}, + author = {Mattia Righi and Bouwe Andela and Veronika Eyring and Axel Lauer and Valeriu Predoi and Manuel Schlund and Javier Vegas-Regidor and Lisa Bock and Bj"{o}rn Br"{o}tz and Lee de Mora and Faruk Diblen and Laura Dreyer and Niels Drost and Paul Earnshaw and Birgit Hassler and Nikolay Koldunov and Bill Little and Saskia Loosveldt Tomas and Klaus Zimmermann}, + title = {Earth System Model Evaluation Tool (ESMValTool) v2.0 -- technical overview}, + journal = {Geoscientific Model Development} +} + +@article{planton2021, + title = {Evaluating Climate Models with the CLIVAR 2020 ENSO Metrics Package}, + volume = {102}, + ISSN = {1520-0477}, + url = {http://dx.doi.org/10.1175/BAMS-D-19-0337.1}, + DOI = {10.1175/bams-d-19-0337.1}, + number = {2}, + journal = {Bulletin of the American Meteorological Society}, + publisher = {American Meteorological Society}, + author = {Planton, Yann Y. and Guilyardi, Eric and Wittenberg, Andrew T. and Lee, Jiwoo and Gleckler, Peter J. and Bayr, Tobias and McGregor, Shayne and McPhaden, Michael J. and Power, Scott and Roehrig, Romain and Vialard, Jér\^ome and Voldoire, Aurore}, + year = {2021}, + month = feb, + pages = {E193–E217} +} + +@misc{https://doi.org/10.22033/ESGF/CMIP6.4272, + url = {https://doi.org/10.22033/ESGF/CMIP6.4272}, + title = {CSIRO ACCESS-ESM1.5 model output prepared for CMIP6 CMIP historical}, + publisher = {Earth System Grid Federation}, + year = 2019, + author = {Ziehn, Tilo and Chamberlain, Matthew and Lenton, Andrew and Law, Rachel and Bodman, Roger and Dix, Martin and Wang, Yingping and Dobrohotoff, Peter and Srbinovsky, Jhan and Stevens, Lauren and Vohralik, Peter and Mackallah, Chloe and Sullivan, Arnold and O'Farrell, Siobhan and Druken, Kelsey}, + doi = {10.22033/ESGF/CMIP6.4272}, +} diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_data_citation_info.txt b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_data_citation_info.txt new file mode 100644 index 000000000..c0df12298 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_data_citation_info.txt @@ -0,0 +1,5 @@ +Follow the links below to find more information about CMIP6 data: +- https://cera-www.dkrz.de/WDCC/ui/cerasearch/cmip6?input=CMIP6.CMIP.CSIRO.ACCESS-ESM1-5.historical + +Additional data citation information was found, for which no entry is available in the bibtex file: +- doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_provenance.xml b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_provenance.xml new file mode 100644 index 000000000..b2f952e81 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250526_193908/work/diagnostic_metrics/plot_script/matrix_provenance.xml @@ -0,0 +1,761 @@ + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T15:21:42Z + 01.00.30 + all-forcing simulation of the recent past + historical + areacello + 1 + mon + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T15:21:42Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: tos (['sst']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Omon + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/02850fcc-be64-40de-b7ca-9b8aa6e688a0 + tos + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_patdiv1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + CF-1.7 + '' + + Created on 2025-02-27 02:47:38 + gadi-cpu-clx-0539.gadi.nci.org.au + Omon + reanaly + OBS6 + doi:10.1007/s00382-011-1115-0, doi:10.1007/s00382-012-1455-4 + https://incois.gov.in/tropflux/ + 2 + TROPFLUX data reformatted for ESMValTool v2.12.0.dev40+gf6c682ffb + fc6164 + v1 + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdurdiv2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_seas_asym + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + CF-1.7 CMIP-6.2 + CMIP + standard + 0.0 + 21915.0 + 3.4.0 + 2019-11-15T14:46:52Z + 01.00.30 + all-forcing simulation of the recent past + historical + 1 + fx + https://furtherinfo.es-doc.org/CMIP6.CSIRO.ACCESS-ESM1-5.historical.none.r1i1p1f1 + native atmosphere N96 grid (145x192 latxlon) + gn + 2019-11-15T14:46:52Z ; CMOR rewrote data to be consistent with CMIP6, CF-1.7 CMIP-6.2 and CF standards. + 1 + Commonwealth Scientific and Industrial Research Organisation, Aspendale, Victoria 3195, Australia + CSIRO + CMIP6 model data produced by CSIRO is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/). Consult https://pcmdi.llnl.gov/CMIP6/TermsOfUse for terms of use governing CMIP6 output, including citation requirements and proper acknowledgment. Further information about this data, including some limitations, can be found via the further_info_url (recorded as a global attribute in this file). The data producers and data providers make no warranty, either express or implied, including, but not limited to, warranties of merchantability and fitness for a particular purpose. All liabilities arising from the supply of the information (including any liability arising in negligence) are excluded to the fullest extent permitted by law. + CMIP6 + 250 km + Exp: ESM-historical; Local ID: HI-05; Variable: areacello (['area_t', 'ht']) + CMIP + piControl + CMIP6 + ACCESS-ESM1-5 + days since 0101-1-1 + r1i1p1f1 + 1 + model-output + 1 + ocean + forcing: GHG, Oz, SA, Sl, Vl, BC, OC, (GHG = CO2, N2O, CH4, CFC11, CFC12, CFC113, HCFC22, HFC125, HFC134a) + ACCESS-ESM1.5 (2019): +aerosol: CLASSIC (v1.0) +atmos: HadGAM2 (r1.1, N96; 192 x 145 longitude/latitude; 38 levels; top level 39255 m) +atmosChem: none +land: CABLE2.4 +landIce: none +ocean: ACCESS-OM2 (MOM5, tripolar primarily 1deg; 360 x 300 longitude/latitude; 50 levels; top grid cell 0-10 m) +ocnBgchem: WOMBAT (same grid as ocean) +seaIce: CICE4.1 (same grid as ocean) + ACCESS-ESM1-5 + AOGCM + none + none + Ofx + Creation Date:(30 April 2019) MD5:e14f55f257cceafb2523e41244962371 + ACCESS-ESM1-5 output prepared for CMIP6 + hdl:21.14100/fd041f03-fb0f-4c94-9e15-21733dceac88 + areacello + r1i1p1f1 + v20191115 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + List of metric values. + ('equatorial',) + ('line plot',) + ['planton2021'] + tcp://127.0.0.1:45651 + plot_script + enso_metrics/enso_diag1metrics.py + ('anomaly',) + + + rbeucher + ACCESS-NRI, Australia + https://orcid.org/0000-0003-3891-5444 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_meridional + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdurdiv2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdurdiv2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + CSIRO, Australia + https://orcid.org/0000-0002-5712-6195 + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_lifdur1 + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_pat2 + v20191115 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc + mon + gn + CSIRO + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + CMIP6 + 0 + tos + sea_surface_temperature + 1850 + 18500116T120000/20141216T120000 + degC + tos_amp + v20191115 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_ninoarea + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_lifdur1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_lifdur1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton - basic ENSO characteristics for use in REF + [] + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_amplitude + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_amp + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'operator': 'std_dev', 'period': 'full'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_amp/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + enso_seas_asym + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_seas_asym + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_seas_asym/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_pattern2 + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_pat2 + v1 + {'period': 'monthly'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 150.0, 'end_longitude': 270.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'operator': 'mean'} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_pat2/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc + mon + Sea Surface Temperature + Omon + ['ocean'] + tos + ssta_dec_area + OBS6 + 1 + tos + sea_surface_temperature + 2 + reanaly + degC + tos_patdiv1 + v1 + {'period': 'monthly'} + {'operator': 'mean'} + {'units': 'degC'} + {'month': 12} + {'start_longitude': 190.0, 'end_longitude': 240.0, 'start_latitude': -5.0, 'end_latitude': 5.0} + {'target_grid': '1x1', 'scheme': 'linear'} + {} + {'coordinate': 'time', 'operator': 'mean', 'window_length': 5} + {'compress': False, 'compute': False, 'filename': PosixPath('/executions/recipe_20250526_193908/preproc/diagnostic_metrics/tos_patdiv1/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/out.log b/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/out.log new file mode 100644 index 000000000..e69de29bb diff --git a/tests/test-data/regression/esmvaltool/enso-characteristics/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/output.json 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