From 816b923a170c5dd77c6d34211f29db537cf45ae8 Mon Sep 17 00:00:00 2001 From: Bouwe Andela Date: Wed, 21 May 2025 11:15:19 +0200 Subject: [PATCH 01/13] Add ENSO diagnostics --- .../dataset_registry/data.txt | 2 + .../diagnostics/__init__.py | 2 + .../diagnostics/enso_basic_climatology.py | 54 +++++++++++++++++++ 3 files changed, 58 insertions(+) create mode 100644 packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso_basic_climatology.py 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..d4f9f0e0a 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 @@ -84,3 +84,5 @@ 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 d178a93ab..87e9c1086 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 @@ -8,10 +8,12 @@ from climate_ref_esmvaltool.diagnostics.tcr import TransientClimateResponse from climate_ref_esmvaltool.diagnostics.tcre import TransientClimateResponseEmissions from climate_ref_esmvaltool.diagnostics.zec import ZeroEmissionCommitment +from climate_ref_esmvaltool.diagnostics.enso_basic_climatology import ENSOBasicClimatology __all__ = [ "ClimateAtGlobalWarmingLevels", "CloudRadiativeEffects", + "ENSOBasicClimatology", "EquilibriumClimateSensitivity", "GlobalMeanTimeseries", "SeaIceAreaSeasonalCycle", diff --git a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso_basic_climatology.py b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso_basic_climatology.py new file mode 100644 index 000000000..b18e9f80e --- /dev/null +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso_basic_climatology.py @@ -0,0 +1,54 @@ +import pandas + +from climate_ref_core.constraints import ( + RequireContiguousTimerange, + RequireFacets, + RequireOverlappingTimerange, +) +from climate_ref_core.datasets import FacetFilter, SourceDatasetType +from climate_ref_core.diagnostics import DataRequirement +from climate_ref_esmvaltool.diagnostics.base import ESMValToolDiagnostic +from climate_ref_esmvaltool.recipe import dataframe_to_recipe +from climate_ref_esmvaltool.types import Recipe + + +class ENSOBasicClimatology(ESMValToolDiagnostic): + """ + Calculate the ENSO CLIVAR metrics - background climatology. + """ + + name = "ENSO Basic Climatology" + slug = "enso-basic-climatology" + base_recipe = "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=("instance_id",), + 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["datasets"] = recipe_variables["pr"]["additional_datasets"] From a6ec7be3e34dd96a9686df085040fe334b3db855 Mon Sep 17 00:00:00 2001 From: Bouwe Andela Date: Fri, 23 May 2025 12:00:06 +0200 Subject: [PATCH 02/13] Fix enso basic climatology --- .../climate_ref_esmvaltool/diagnostics/__init__.py | 2 +- .../src/climate_ref_esmvaltool/diagnostics/base.py | 12 +++++++++--- .../diagnostics/enso_basic_climatology.py | 11 ++++++++--- .../src/climate_ref_esmvaltool/recipe.py | 4 ++-- .../src/climate_ref_esmvaltool/recipes.txt | 2 ++ 5 files changed, 22 insertions(+), 9 deletions(-) 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 87e9c1086..d1a1b6246 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 @@ -3,12 +3,12 @@ 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_basic_climatology import ENSOBasicClimatology from climate_ref_esmvaltool.diagnostics.example import GlobalMeanTimeseries from climate_ref_esmvaltool.diagnostics.sea_ice_area_seasonal_cycle import SeaIceAreaSeasonalCycle from climate_ref_esmvaltool.diagnostics.tcr import TransientClimateResponse from climate_ref_esmvaltool.diagnostics.tcre import TransientClimateResponseEmissions from climate_ref_esmvaltool.diagnostics.zec import ZeroEmissionCommitment -from climate_ref_esmvaltool.diagnostics.enso_basic_climatology import ENSOBasicClimatology __all__ = [ "ClimateAtGlobalWarmingLevels", 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_basic_climatology.py b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso_basic_climatology.py index b18e9f80e..70864c46b 100644 --- a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso_basic_climatology.py +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/diagnostics/enso_basic_climatology.py @@ -19,7 +19,7 @@ class ENSOBasicClimatology(ESMValToolDiagnostic): name = "ENSO Basic Climatology" slug = "enso-basic-climatology" - base_recipe = "recipe_enso_basicclimatology.yml" + base_recipe = "ref/recipe_enso_basicclimatology.yml" variables = ( "pr", @@ -37,7 +37,7 @@ class ENSOBasicClimatology(ESMValToolDiagnostic): }, ), ), - group_by=("instance_id",), + group_by=("source_id", "member_id", "grid_label"), constraints=( RequireFacets("variable_id", variables), RequireContiguousTimerange(group_by=("instance_id",)), @@ -51,4 +51,9 @@ class ENSOBasicClimatology(ESMValToolDiagnostic): def update_recipe(recipe: Recipe, input_files: pandas.DataFrame) -> None: """Update the recipe.""" recipe_variables = dataframe_to_recipe(input_files) - recipe["datasets"] = recipe_variables["pr"]["additional_datasets"] + 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"] + ) diff --git a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipe.py b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipe.py index 192ce4059..74872f6b0 100644 --- a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipe.py +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipe.py @@ -115,8 +115,8 @@ def dataframe_to_recipe(files: pd.DataFrame) -> dict[str, Any]: return variables -_ESMVALTOOL_COMMIT = "a759ce46d5185e3784997ce38a3956e39322cdac" -_ESMVALTOOL_VERSION = f"2.13.0.dev27+g{_ESMVALTOOL_COMMIT[:9]}" +_ESMVALTOOL_COMMIT = "58fd0b8ece981bc97c4fbd213b11f2228d90db28" +_ESMVALTOOL_VERSION = f"2.13.0.dev65+g{_ESMVALTOOL_COMMIT[:9]}" _RECIPES = pooch.create( path=pooch.os_cache("climate_ref_esmvaltool"), 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 6a607d19c..1fcea2b0b 100644 --- a/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipes.txt +++ b/packages/climate-ref-esmvaltool/src/climate_ref_esmvaltool/recipes.txt @@ -6,3 +6,5 @@ recipe_tcre.yml 4668e357e00c515a8264ac75cb319ce558289689e10189e6f9e98 recipe_zec.yml b0af7f789b7610ab3f29a6617124aa40c40866ead958204fc199eaf82863de51 ref/recipe_ref_cre.yml 4f35d9639f1008be3b5382a5bd8933a855cb5368ccf5d04a1c70227172e2e82c ref/recipe_ref_sea_ice_area_basic.yml 552e282a16ec355778b06f33897e1b8ba8388e5f8a5f814c4c42d91f63007457 +ref/recipe_enso_basicclimatology.yml 9ea7deb7ee668e39ac44618b96496d898bd82285c22dcee4fce4695e0c9fa82b +ref/recipe_enso_characteristics.yml 34c2518b138068ac96d212910b979d54a8fcedee2c0089b5acd56a42c41dc3e4 From 48b0c76fe1214622d036e90a55c1946912e3ebe5 Mon Sep 17 00:00:00 2001 From: Bouwe Andela Date: Fri, 23 May 2025 12:00:43 +0200 Subject: [PATCH 03/13] Improve explanation limit argument --- packages/climate-ref/src/climate_ref/cli/datasets.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) 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 From f62bada174f8394e8ae9c117b5b70e446750c812 Mon Sep 17 00:00:00 2001 From: Bouwe Andela Date: Fri, 23 May 2025 12:02:37 +0200 Subject: [PATCH 04/13] Add missing dataset --- .../src/climate_ref_esmvaltool/dataset_registry/data.txt | 1 + 1 file changed, 1 insertion(+) 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 d4f9f0e0a..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 From 7e1eca143ea49feff6a6a21b96f41454664b2204 Mon Sep 17 00:00:00 2001 From: Bouwe Andela Date: Fri, 23 May 2025 12:07:28 +0200 Subject: [PATCH 05/13] Add regression test data --- .../config/config.yml | 18 + .../diagnostic.json | 9 + .../recipe_20250523_100357/index.html | 868 ++ 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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_20250523_100357/index.html b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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 +

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zeofw4DJ~U|(1cHIg}qK?j&X|^@2;T`vLLEZ`a#VbPX#mbm^&}>hl>cDimeLGQf*-0 zF&Uod$gvL89Mpe{d^*6o>Le#2Jv_rX0Z`nNFq#lcc&`&z&0N=dlo*j^6Zz^C^0;-( zd@U!{XKh+pX&nFY9;sM`nFq-@`wT zH_=2yGHOFR5uI%GUuaZVNZu^Xw($CZl9}=lUa<43s;Uc{&==qUwAtc0Hy@R^L5#H- zMhFkco^hMNm!srsdb`RpJ>oDZtLW&EIzW={ys(1kZ*Up?X;)VzPPdwx8lh>_N`J&c z|LJz>>|1-iD+b3dME7JFx$_J^ah`KZ1GtuCm;ra$>?7N7x7il7opPNyA`|MM_X5 z{4TQ&fV_|Ydo5>wTwcVx?>hT8-lP9FnM|+7|I+F+VeX&*o7L@?ujzukijAd%MeYvo Glm7upEZp<} literal 0 HcmV?d00001 diff --git a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_sea_cyclel2_provenance.xml new file mode 100644 index 000000000..60be0405a --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.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 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + 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 + + + + + + + + + + + + + + + + + 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 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + 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 + + + Bias in the amplitude of the mean seasonal cycle of precipitation in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:36525 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/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 + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250523_100357/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': 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a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tauu_map_bias_level2_provenance.xml new file mode 100644 index 000000000..54c56a138 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.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 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.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 + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + 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 + + + + + + + + + + + + + Time-mean zonal wind stress bias in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:36525 + plot_script + enso_metrics/climatology_diagnosticlevel2.py + + + 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 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + 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 + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/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 + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + diff --git 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a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_tos_map_bias_level2_provenance.xml new file mode 100644 index 000000000..c1b46e43e --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.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 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + Time-mean sea surface temperature bias in the equatorial Pacific. + ['planton2021'] + tcp://127.0.0.1:36525 + 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 + + + + + + + + + + + + + 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 + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + 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 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/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 + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + 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b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_bias_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.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 + + + + + + + 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 + + + + + + + + + + + + + + + + + + + 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 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + 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://127.0.0.1:36525 + plot_script + enso_metrics/climatology_diagnostic1.py + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + 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_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.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 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/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 + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + 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_20250523_100357/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, 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a/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_provenance.xml new file mode 100644 index 000000000..4fb3e6636 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/plots/diagnostic_metrics/plot_script/png/ACCESS-ESM1-5_eq_pr_seacycle_provenance.xml @@ -0,0 +1,984 @@ + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_tauu_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_sst_seacycle/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_tauu_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_tauu_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/pr_double_seacycle/obs4MIPs_GPCP-V2.3_pr_1979-2017.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 + + + + + + + + + + + + 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 + + + + + + + + + + + + + + + + + + + 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 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/pr_double_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_pr_bias/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://127.0.0.1:36525 + plot_script + enso_metrics/climatology_diagnostic1.py + + + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/pr_double/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + {'operator': 'mean'} + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos_1979-2018.nc')} + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + + + + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/pr_double/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + {'operator': 'mean'} + + + + + + + + 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_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_sst_seacycle/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + OBS6 + TROPFLUX + diagnostic_metrics + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_tauu_seacycle/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.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 + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_metrics + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_metrics/eq_pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_metrics + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/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 + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + + + + + + + + + + + + + + + + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + 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_20250523_100357/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': 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b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/plots/diagnostic_level2/plot_script/png/ACCESS-ESM1-5_pr_map_bias_level2_provenance.xml new file mode 100644 index 000000000..15b3736d5 --- /dev/null +++ b/tests/test-data/regression/esmvaltool/enso-basic-climatology/cmip6_gn_r1i1p1f1_ACCESS-ESM1-5/executions/recipe_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_bias/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + 2018 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/tauu_bias/OBS6_TROPFLUX_reanaly_v1_Amon_tauu_1979-2018.nc')} + + + + + + + + + + + + Time-mean precipitation bias in the equatorial Pacific, primarily highlighting the double intertropical convergence zone (ITCZ) bias. + ['planton2021'] + tcp://127.0.0.1:36525 + 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 + 2019-11-15T04:32:57Z + 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 + + + flicj191 + ACCESS-NRI, Australia + https://orcid.org/0009-0007-0845-0953 + + + + + + + + + + + + + + + + + + + + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/sst_bias/CMIP6_ACCESS-ESM1-5_Omon_historical_r1i1p1f1_tos_gn_18500116T120000-20141216T120000.nc')} + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_bias/obs4MIPs_GPCP-V2.3_pr_1979-2017.nc')} + + + + + + + + + + + + + + + + + + Monash University + https://orcid.org/0000-0002-9664-8180 + + + + + + + + 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 + + + + + + + + + + + + + + + + + + + + + + + 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 + + + CMIP + CMIP6 + ACCESS-ESM1-5 + diagnostic_level2 + 2014 + r1i1p1f1 + historical + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/pr_seacycle/CMIP6_ACCESS-ESM1-5_Amon_historical_r1i1p1f1_pr_gn_18500116T120000-20141216T120000.nc')} + + + 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 + + + ENSO CLIVAR metrics by Yann Planton, background climatology for REF + [] + + + + + + + + + + + + obs4MIPs + GPCP-V2.3 + diagnostic_level2 + 2017 + /executions/recipe_20250523_100357/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_20250523_100357/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 + + + + + + + + + + + + + OBS6 + TROPFLUX + diagnostic_level2 + /executions/recipe_20250523_100357/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_20250523_100357/preproc/diagnostic_level2/sst_bias/OBS6_TROPFLUX_reanaly_v1_Omon_tos.nc')} + + + CF-1.7 + '' + + Created on 2025-04-16 01:36:30 + gadi-cpu-clx-2121.gadi.nci.org.au + Amon + reanaly + down + OBS6 + 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