diff --git a/.gitattributes b/.gitattributes
index 6b1749a8..ea3eec13 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1,4 +1,6 @@
*.pt filter=lfs diff=lfs merge=lfs -text
*.geoh5 filter=lfs diff=lfs merge=lfs -text
*.h5 filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
*.min.js filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 77100a3f..71da0753 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -77,6 +77,7 @@ repos:
- id: check-toml
- id: check-yaml
- id: check-added-large-files
+ exclude: (\.ipynb)$
- id: check-case-conflict
- id: check-merge-conflict
- id: debug-statements
diff --git a/devtools/sync_files.py b/devtools/sync_files.py
deleted file mode 100644
index ad5c6829..00000000
--- a/devtools/sync_files.py
+++ /dev/null
@@ -1,48 +0,0 @@
-# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-# Copyright (c) 2024-2025 Mira Geoscience Ltd. '
-# '
-# This file is part of simpeg-drivers package. '
-# '
-# simpeg-drivers is distributed under the terms and conditions of the MIT License '
-# (see LICENSE file at the root of this source code package). '
-# '
-# '''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''''
-#
-# This file is part of python-training.
-
-import os
-import sys
-from pathlib import Path
-
-
-CONVERT = {"ipynb": ".py", "py": ".ipynb"}
-
-
-def update_files(ext):
- doc_path = Path(__file__).parent.parent / "docs"
- for directory, _, files in os.walk(doc_path):
- if (
- ".ipynb_checkpoints" in directory
- or "_build" in directory
- or "__pycache__" in directory
- ):
- continue
-
- for file in files:
- path = Path(file)
-
- if path.suffix != CONVERT[ext] or "__init__" in file:
- continue
-
- os.system(
- f"jupytext --output {Path(directory) / (path.stem + '.' + ext)} {Path(directory) / path}"
- )
-
-
-if __name__ == "__main__":
- if len(sys.argv) == 1 or sys.argv[1] not in ["py", "ipynb"]:
- raise UserWarning("Input argument should be one of 'py' or 'ipynb'.")
-
- ext = sys.argv[1]
-
- update_files(ext)
diff --git a/docs/_config.yml b/docs/_config.yml
index 3fc67b19..13814dbb 100644
--- a/docs/_config.yml
+++ b/docs/_config.yml
@@ -8,7 +8,8 @@ logo: images/GA-Python_2.png
# Force re-execution of notebooks on each build.
# See https://jupyterbook.org/content/execute.html
execute:
- execute_notebooks: force
+ execute_notebooks: auto
+ exclude_patterns: [case_studies/Forrestania/python_code/*,]
# Define the name of the latex output file for PDF builds
latex:
diff --git a/docs/_toc.yml b/docs/_toc.yml
index 18bb7317..ce48025c 100644
--- a/docs/_toc.yml
+++ b/docs/_toc.yml
@@ -12,13 +12,23 @@ chapters:
- file: inversion/mesh_design
- file: inversion/joint_inversion
- file: inversion/depth_of_investigation
-- file: case_study/introduction
+ - file: inversion/optimization
+- file: tutorials/introduction
sections:
- - file: case_study/background
- - file: case_study/magnetic
- - file: case_study/gravity
- - file: case_study/dc_resistivity
- - file: case_study/tipper
- - file: case_study/airborne_tem
- - file: case_study/joint_inversion
+ - file: tutorials/background
+ - file: tutorials/magnetic
+ - file: tutorials/gravity
+ - file: tutorials/dc_resistivity
+ - file: tutorials/tipper
+ - file: tutorials/airborne_tem
+ - file: tutorials/joint_inversion
+- file: case_studies/index
+ sections:
+ - file: case_studies/Forrestania/forrestania
+ sections:
+ - file: case_studies/Forrestania/open_code
+ sections:
+ - file: case_studies/Forrestania/python_code/unconstrained_gravity_inv_training
+ - file: case_studies/Forrestania/python_code/unconstrained_magnetics_inv_training
+ - file: case_studies/Forrestania/python_code/joint_grav_mag
- file: THIRD_PARTY_SOFTWARE
diff --git a/docs/case_studies/Forrestania/forrestania.ipynb b/docs/case_studies/Forrestania/forrestania.ipynb
new file mode 100644
index 00000000..952c5ebd
--- /dev/null
+++ b/docs/case_studies/Forrestania/forrestania.ipynb
@@ -0,0 +1,442 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "34c04eea-4ec5-468f-90aa-0f4bea2b44f3",
+ "metadata": {},
+ "source": [
+ "(forrestania)=\n",
+ "\n",
+ "# Forrestania: Joint grav/mag\n",
+ "\n",
+ "```{figure} ./images/landing.png\n",
+ "---\n",
+ "scale: 30%\n",
+ "align: right\n",
+ "---\n",
+ "```\n",
+ "\n",
+ "This case study focuses on the standalone and joint inversion of airborne magnetic data and synthetic gravity data. The magnetic data were downloaded from the [Geoscience Australia GADDS Portal](https://portal.ga.gov.au/persona/gadds), while the gravity data were generated via forward modelling specifically for this exercise based on a derived iso-shell from magnetic inversion results. We cover the following steps:\n",
+ "\n",
+ "- [Data imports and pre-processing](forrestania-data)\n",
+ "- [Standalone inversion of gravity data](forrestania-gravity)\n",
+ "- [Standalone inversion of magnetic data](forrestania-magnetics)\n",
+ "- [Joint cross-gradient inversion](forrestania-joint)\n",
+ "- [K-means clustering analysis](forrestania-kmeans)\n",
+ "\n",
+ "```{note}\n",
+ "The following sections show how to run the same process using only open-source packages\n",
+ "\n",
+ "- [Gravity](gravity-code)\n",
+ "- [Magnetics](magnetics-code)\n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4638415a-bea8-4c31-b467-79cb864aeba9",
+ "metadata": {},
+ "source": [
+ "(forrestania-geology)=\n",
+ "\n",
+ "## Geological setting\n",
+ "\n",
+ "The **Forrestania Greenstone Belt**, located in the *Youanmi Terrane* of the **Eastern Yilgarn Craton**, is known for its significant **Ni-Cu-PGE mineralisation**, primarily hosted within **komatiitic units** (Frost, 2003; Collins et al., 2012).\n",
+ "\n",
+ "The belt features a **structurally complex architecture**, including:\n",
+ "- Synclines \n",
+ "- Faults \n",
+ "- Shear zones \n",
+ "...that play a major role in sulphide localisation.\n",
+ "\n",
+ "It is:\n",
+ "- Bounded by **granitic and gneissic basement** \n",
+ "- Intruded by **monzogranite** and **granodiorite** \n",
+ "- Transected by **Proterozoic dolerite dykes** (Perring et al., 1995)\n",
+ "\n",
+ "Multiple deformation events have **remobilised nickel sulphides** into:\n",
+ "- Footwall sediments \n",
+ "- Granitic intrusions \n",
+ "\n",
+ "→ Resulting in both **typical** (ultramafic-hosted) and **atypical** (granite-hosted) mineralisation (Collins et al., 2012).\n",
+ "\n",
+ "---\n",
+ "\n",
+ "The study area is largely underlain by **granitic basement**, adjacent to the **Parker-Range–Hatters Hill greenstone belt** to the east.\n",
+ "\n",
+ "This **north–south-trending belt** is the regional host of:\n",
+ "- **Nickel sulphide deposits** in narrow **ultramafic units**\n",
+ "- Hosted within Archaean **metabasalts** and **sulphidic sediments**\n",
+ "\n",
+ "🟡 **Nearby deposits include**:\n",
+ "- Beautiful Sunday \n",
+ "- Flying Fox \n",
+ "- New Morning\n",
+ "\n",
+ "---\n",
+ "\n",
+ "A **prominent magnetic anomaly**, trending **E-W to ENE-WSW**, is located just west of the greenstone belt. \n",
+ "Its:\n",
+ "- Strong magnetic response \n",
+ "- Orientation \n",
+ "- Coincident **nickel-in-soil geochemistry** \n",
+ "\n",
+ "...suggest the presence of a **mafic intrusion**, making it a **key geophysical target**.\n",
+ "\n",
+ "```{figure} ./images/Forrestania_case_study_Anomaly.jpg\n",
+ "---\n",
+ "name: Geological map\n",
+ "---\n",
+ "Figure: Magnetic anomaly near the Greenstone belt interpreted as a potential mafic intrusion.\n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7463eea7-04b6-466a-aa35-58269605c353",
+ "metadata": {},
+ "source": [
+ "(forrestania-data)=\n",
+ "## Data\n",
+ "\n",
+ "[Download the data package here](https://github.com/MiraGeoscience/simpeg-drivers/raw/refs/heads/GEOPY-2297/simpeg_drivers-assets/Case%20studies/Forrestania_SRTM1%20Australia_MGA50.zip?download=)\n",
+ "\n",
+ "We first need to consolidate the data into a usable format. We use [Geoscience ANALYST](https://www.mirageoscience.com/mining-industry-software/geoscience-analyst/) to import and convert the original files into the `geoh5` format. The data bundle includes\n",
+ "\n",
+ " - Airborne magnetic survey: `60472_AOI4.gdb`\n",
+ " - Ground gravity survey: `Forrestania_Gravity_Station_trim_.csv`\n",
+ " *Note: this is a synthetic dataset generated for inversion testing purposes.*\n",
+ " - Digital Elevation Model (DEM): `Forrestania_SRTM1 Australia_MGA50.ers`\n",
+ "\n",
+ "This can be done with a simple `drag & drop` to the viewport, or one at a time through the import menu. Once imported, the data can be activated for visualization. \n",
+ "\n",
+ "```{figure} ./images/data_import.png\n",
+ "---\n",
+ "name: data_import\n",
+ "---\n",
+ "Data imported from their original format to `geoh5` for visualization.\n",
+ "```\n",
+ "\n",
+ "### Processing\n",
+ "\n",
+ "Note that both the DEM and airborne magnetic survey were imported at an arbitrary 0 m elevation and do not reflect the true position.\n",
+ "We first need to modify our object such that the data is accurately located in 3D space. \n",
+ "\n",
+ "#### Step 1: Convert the 2D DEM into a 3D surface\n",
+ "```{figure} ./images/create_surface.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n",
+ "#### Step 2a: Transfer the DEM data onto the airborne survey (curve). \n",
+ "```{figure} ./images/transfer_dem.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n",
+ "#### Step 2b: Re-assign the Z channel to the DEM + radar height.\n",
+ "```{figure} ./images/drape_mag.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "dd15a36f",
+ "metadata": {},
+ "source": [
+ "(forrestania-gravity)=\n",
+ "## Gravity\n",
+ "\n",
+ "We begin our analysis with the gravity dataset. As the publicly available ground gravity data in this region do not have the resolution required to image the target anomaly, we used **synthetic data** for this exercise.\n",
+ "\n",
+ "The gravity response was generated by forward modelling an iso-shell derived from one of the completed magnetic inversion models. Random noise were added to make the synthetic dataset more realistic and challenging for inversion.\n",
+ "\n",
+ "### Inputs\n",
+ "\n",
+ "Gravity data are sensitive to variations in the density of rocks. The gravity dataset, being synthetic, was generated in the form of terrain-corrected (2.67 g/cc) residual data. We can therefore proceed directly to the inversion phase. \n",
+ "\n",
+ "```{figure} ./images/gravity_data.png\n",
+ "```\n",
+ "\n",
+ "### Inversion options\n",
+ "\n",
+ "The following options are set for the inversion.\n",
+ "\n",
+ "```{figure} ./images/gravity_setup.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "- Assign the data uncertainty to a quarter of the standard deviation (0.05 mGal). This is a somewhat conservative estimate that takes into account both the instrumental and numerical noise.\n",
+ "- Use a `0 g/cc` reference value for the model. This assumes that the signal from the background density was accurately subtracted from the data.\n",
+ "- Leave the `Mesh` option unchecked. We will let the code create an octree mesh based on the average data separation and extent.\n",
+ "\n",
+ "### Results\n",
+ "\n",
+ "After completion of the inversion, we load the results and assess convergence and data fit.\n",
+ "\n",
+ "```{figure} ./images/grav_predicted.png\n",
+ "```\n",
+ "\n",
+ "We note the following:\n",
+ "\n",
+ " - It took 13 iterations to converge to the target misfit.\n",
+ " - The following 12 iterations have increased the model complexity ($phi_m$) but preserved the data fit ($phi_d$).\n",
+ " - Most of the important gravity anomalies appear to be reproduced by the final model.\n",
+ "\n",
+ "#### Smooth solution (L2-norm)\n",
+ "\n",
+ "```{figure} ./images/grav_l2_model.png\n",
+ "```\n",
+ "\n",
+ "The smooth solution (iteration 13) indicates the presence of a dense anomaly extending at depth with density contrasts ranging from [-0.02, 0.05] g/cc. The negative density contrasts appear to be localized around the main positive anomaly, likely due to the smoothness constraint and the lack of `bound` constraints. Some smaller \"fuzzy\" anomalies are visible at the margins. \n",
+ "\n",
+ "#### Compact solution (L0-norm)\n",
+ "\n",
+ "```{figure} ./images/grav_lp_model.png\n",
+ "```\n",
+ "\n",
+ "As an alternative solution, the compact model (iteration 25) recovers a well-defined dense body within a mostly uniform background. Density contrasts have substantially increased in the range of [0.0, 0.56] g/cc.\n",
+ "\n",
+ ""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "20c39e9c-c7a5-4610-9c60-cac1e955fb19",
+ "metadata": {},
+ "source": [
+ "(forrestania-magnetics)=\n",
+ "## Magnetics\n",
+ "\n",
+ "We follow up with the processing of the airborne magnetic data.\n",
+ "\n",
+ "### Inputs\n",
+ "\n",
+ "The source of the magnetic signal can generally be attributed to the presence or destruction of magnetic minerals in rocks (mainly magnetite). Magnetometers measure the Total Magnetic Intensity (TMI), which includes both the primary (source) field and secondary fields (signal) from the local geology. \n",
+ "\n",
+ "#### Step 1: Residual data\n",
+ "\n",
+ "The inversion routine requires Residual Magnetic Intensity (RMI). The first step is to compute and remove the primary field (IGRF) at the time and location of acquisition. The survey was conducted between February and March 1988.\n",
+ "\n",
+ "##### Step 1a: Set the coordinate system of the survey\n",
+ "\n",
+ "Before computing the IGRF, we need to locate the survey in world coordinates. This specific project is referenced to the `MGA zone 50` coordinate system.\n",
+ "\n",
+ "```{figure} ./images/mag_coordinates.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n",
+ "##### Step 1b: Lookup/remove IGRF \n",
+ "\n",
+ "```{figure} ./images/mag_igrf.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n",
+ "The **inducing field parameters** at the time and location of the survey are\n",
+ "\n",
+ "- Magnitude: 59127 nT\n",
+ "- Inclination: -66.9$\\degree$\n",
+ "- Declination: -1.05$\\degree$ \n",
+ "\n",
+ "#### Step 2: Detrend\n",
+ "The local background field appears to be slightly lower (~112 nT) than the computed IGRF model, as most of the data away from the main anomaly are below 0. To avoid modelling this background trend, we can remove the median value. \n",
+ "\n",
+ "```{figure} ./images/mag_detrend.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n",
+ "#### Step 3: Downsampling\n",
+ "\n",
+ "We can downsample the data along lines to reduce the computation cost of the inversion. Since the average flight height of this survey was 60 m, we can confidently downsample the lines by the same amount without affecting the wavelengths contained in the data.\n",
+ "\n",
+ "```{figure} ./images/mag_downsample.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n",
+ "### Create a mesh\n",
+ "\n",
+ "This time, we will create a mesh using the [Octree Mesh Creation](mesh-design) application. In preparation for the joint inversion, we will simply modify the gravity mesh parameters. By doing so, we guarantee that the extent and base cell size remain the same, only the refinements will be optimized to the magnetic survey.\n",
+ "\n",
+ "```{figure} ./images/mag_mesh.png\n",
+ "```\n",
+ "\n",
+ "#### Step 1: Load the octree parameters\n",
+ "Inspect the files attached to the gravity mesh object and load the `ui.json`.\n",
+ "\n",
+ "#### Step 2: Modify the refinements\n",
+ "Change the input object for `Refinement A` for the curve object of the magnetic survey.\n",
+ "\n",
+ "#### Step 3: Run and load the results\n",
+ "\n",
+ " \n",
+ "### Inversion options\n",
+ "\n",
+ "The following options are set for the inversion.\n",
+ "\n",
+ "```{figure} ./images/mag_setup.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n",
+ "- Set the inducing field parameters as described above.\n",
+ "- Assign the data uncertainty to a quarter of the standard deviation (125 nT).\n",
+ "- Use a `0 SI` reference value for the model. This assumes that we removed all background signal from the data.\n",
+ "- Assign the newly created octree mesh object.\n",
+ "- Leave the default lower bound value to 0 SI (non-negative). \n",
+ "\n",
+ "### Results\n",
+ "\n",
+ "After completion of the inversion, we load the results and assess convergence and data fit.\n",
+ "\n",
+ "```{figure} ./images/mag_predicted.png\n",
+ "```\n",
+ "\n",
+ "We note the following:\n",
+ "\n",
+ " - It took 5 iterations to converge to the target misfit.\n",
+ " - The following 21 iterations have increased the model complexity ($phi_m$) while preserving the data fit ($phi_d$).\n",
+ " - Small anomalies are under-fitted, which could warrant a second inversion with lower uncertainties.\n",
+ "\n",
+ "#### Smooth solution (L2-norm)\n",
+ "\n",
+ "```{figure} ./images/mag_l2_model.png\n",
+ "```\n",
+ "\n",
+ "The smooth solution (iteration 5) indicates the presence of a susceptible body at depth. The shape and location of the anomaly resemble the solution obtained with the gravity modelling, including the presence of smaller \"fuzzy\" anomalies at the margins. \n",
+ "\n",
+ "#### Compact solution (L0-norm)\n",
+ "\n",
+ "```{figure} ./images/mag_lp_model.png\n",
+ "```\n",
+ "\n",
+ "As an alternative solution, the compact model (iteration 21) recovers a well-defined dense body within a mostly uniform background. Susceptibility contrasts have substantially increased in the range of [0.0, 2.0] SI.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bfabe262-1769-450a-bd8d-4a48de0ea408",
+ "metadata": {},
+ "source": [
+ "(forrestania-joint)=\n",
+ "## Joint cross-gradient\n",
+ "\n",
+ "After inverting the gravity and magnetic data independently, and recovering anomalies with similar shapes and positions in both, the next step is to invert both datasets jointly. We are going to employ the cross-gradient constraint to promote alignment of edges in the density and susceptibility models. \n",
+ "\n",
+ "### Inversion options\n",
+ "\n",
+ "The following options are set for the inversion.\n",
+ "\n",
+ "```{figure} ./images/joint_setup.png\n",
+ "---\n",
+ "scale: 10%\n",
+ "---\n",
+ "[Click to enlarge]\n",
+ "```\n",
+ "\n",
+ "- Select the two existing inversion groups (magnetic and gravity) to Group A and B.\n",
+ "- Leave the mesh option empty. The routine will generate *an inversion mesh* based on the best resolution from both the gravity and magnetic problems.\n",
+ "- Set the topography\n",
+ "\n",
+ "### Results\n",
+ "\n",
+ "After completion of the inversion, we load the results\n",
+ "\n",
+ "```{figure} ./images/joint_lp_model.png\n",
+ "```\n",
+ "\n",
+ "We note the following:\n",
+ "\n",
+ "- The shape of the density and magnetic susceptibility models match closely near the main anomaly.\n",
+ "- Some of the smaller anomalies, as well as an extension to the north-east, are only seen in the density model.\n",
+ "\n",
+ "(forrestania-kmeans)=\n",
+ "## Analysis\n",
+ "\n",
+ "The joint inversion results highlight a few features that could be distinguished by their physical property contrasts.\n",
+ "After running a K-means clustering on the final models, we recover the following simplified petrophysical model with 4 units.\n",
+ "\n",
+ "```{figure} ./images/joint_kmeans.png\n",
+ "```\n",
+ "\n",
+ "This table summarizes the different units based on their mean density and susceptibility values. \n",
+ "\n",
+ "```{table} Summary of expected physical properties\n",
+ "| Unit | Susceptibility | Density |\n",
+ "| :--- | :--- | :---- |\n",
+ "| background | low | low |\n",
+ "| A | high | high |\n",
+ "| B | low | high |\n",
+ "| C | high | low |\n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5d4d7ea6-cfc7-4e4a-9eb5-4125cc972250",
+ "metadata": {},
+ "source": [
+ "## Summary\n",
+ "\n",
+ "- We have inverted publicly available data over the Forrestania geological province.\n",
+ "\n",
+ "- The joint cross-gradient method was successful in promoting similarities between the different physical properties wherever possible.\n",
+ "\n",
+ "- Our results suggest the presence of different geological units with distinct density and magnetic susceptibility signatures.\n",
+ "\n",
+ "## References\n",
+ "\n",
+ "Collins, J. E., Hagemann, S. G., McCuaig, T. C., & Frost, K. M. (2012). Structural controls on sulfide mobilization at the high-grade Flying Fox Ni-Cu-PGE sulfide deposit, Forrestania Greenstone Belt, Western Australia. *Economic Geology*, 107(7), 1433–1455. https://doi.org/10.2113/econgeo.107.7.1433\n",
+ "\n",
+ "Frost, K. M. (2003). Geology and nickel sulfide deposits of the Forrestania Greenstone Belt, Western Australia. *Mineralium Deposita*, 38(6), 648–663.\n",
+ "\n",
+ "Perring, C. S., Barnes, S. J., & Hill, R. E. T. (1995). The Widgiemooltha dike suite: Geochemistry, emplacement, and implications for the evolution of the Eastern Goldfields Province, Western Australia. *Australian Journal of Earth Sciences*, 42(5), 489–502.\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "34c04eea-4ec5-468f-90aa-0f4bea2b44f3",
+ "metadata": {},
+ "source": [
+ "# Open-source code\n",
+ "\n",
+ "```{figure} ./images/open_code.png\n",
+ "---\n",
+ "scale: 30%\n",
+ "align: right\n",
+ "---\n",
+ "```\n",
+ "\n",
+ "This section demonstrates the processing and inversion of the Forrestania datasets using purely open-source packages. For an equivalent and streamlined version, see the parent [Forrestania](#Forrestania) case study.\n",
+ "\n",
+ "- [Gravity inversion](gravity-code)\n",
+ "- [Magnetics inversion](magnetics-code)\n",
+ "- [Joint inversion](joint-grav-mag-code)\n",
+ "\n",
+ "```{note}\n",
+ "The steps taken in this tutorial are strongly based on the official [SimPEG Tutorials](https://simpeg.xyz/user-tutorials/).\n",
+ "```"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/case_studies/Forrestania/python_code/joint_grav_mag.ipynb b/docs/case_studies/Forrestania/python_code/joint_grav_mag.ipynb
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@@ -0,0 +1,1372 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "34c04eea-4ec5-468f-90aa-0f4bea2b44f3",
+ "metadata": {},
+ "source": [
+ "(joint-grav-mag-code)= \n",
+ "\n",
+ "# Joint Cross-Gradient Inversion of Gravity and Magnetic Data\n",
+ "\n",
+ "In this example, we demonstrate the **joint inversion** of gravity and magnetic datasets from the Forrestania Greenstone Belt using a **cross-gradient structural constraint** to encourage structural similarity.\n",
+ "\n",
+ "For a streamlined version of this workflow, see the parent case study: \n",
+ "👉 [Forrestania Case Study](https://mirageoscience-simpeg-drivers.readthedocs-hosted.com/en/geopy-2297/case_studies/Forrestania/forrestania.html#forrestania)\n",
+ "\n",
+ "**In this tutorial, we will:**\n",
+ "- Define gravity and magnetic surveys from `xyz`-formatted datasets.\n",
+ "- Build an adaptive octree mesh using survey geometry and topography.\n",
+ "- Use topography to define active cells for inversion.\n",
+ "- Formulate a **joint inversion** with:\n",
+ " - A single data misfit term (sum of gravity and magnetics misfits).\n",
+ " - A single regularization term combining:\n",
+ " - Weighted gravity and magnetics regularizations.\n",
+ " - A weighted cross-gradient coupling term to enforce structural similarity.\n",
+ " - Weights controlling the relative influence of each term in the total regularization.\n",
+ " - A shared trade-off parameter (β) balancing misfit and regularization.\n",
+ " - An optimization strategy for model updates.\n",
+ "- Specify inversion directives to guide the process.\n",
+ "- Visualize the recovered models and the data misfit.\n",
+ "\n",
+ "While this tutorial focuses on gravity and magnetic anomaly data, the approach can be extended to **gradiometry data**, **electromagnetics**, and other types of geophysical data.\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> This workflow closely follows the methodology and structure of the official [SimPEG Tutorials](https://simpeg.xyz/user-tutorials/).\n",
+ "\n",
+ "```{figure} ../images/open_code.png\n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "dcbc3883-3166-46bf-8ac8-40b5766cc030",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Import necessary Python libraries for data handling and visualization\n",
+ "import os\n",
+ "import zipfile\n",
+ "from pathlib import Path\n",
+ "from tempfile import mkdtemp\n",
+ "\n",
+ "# Import CET colormaps\n",
+ "import colorcet as cc\n",
+ "import discretize\n",
+ "import matplotlib as mpl\n",
+ "import matplotlib.colors as mcolors\n",
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "import pandas\n",
+ "import scipy as sp\n",
+ "import simpeg\n",
+ "from geoh5py import Workspace, objects\n",
+ "from matplotlib import gridspec\n",
+ "from matplotlib.colors import TwoSlopeNorm\n",
+ "from PIL import Image\n",
+ "from scipy.interpolate import griddata\n",
+ "\n",
+ "# Import SimPEG library\n",
+ "from simpeg import (\n",
+ " dask, # Parallel version of the code\n",
+ " maps,\n",
+ " potential_fields,\n",
+ ")\n",
+ "from simpeg.maps import InjectActiveCells\n",
+ "from simpeg.utils import plot2Ddata\n",
+ "\n",
+ "# Mira Geoscience specific libraries\n",
+ "from simpeg_drivers import assets_path"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4638415a-bea8-4c31-b467-79cb864aeba9",
+ "metadata": {},
+ "source": [
+ "## Geological Setting\n",
+ "\n",
+ "See the [Forrestania - Geology](forrestania-geology) section for more details."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7463eea7-04b6-466a-aa35-58269605c353",
+ "metadata": {},
+ "source": [
+ "## Data Preparation\n",
+ "\n",
+ "For this joint inversion example, we load preprocessed data directly from NumPy arrays included in the [simpeg-drivers repository](https://github.com/MiraGeoscience/simpeg-drivers).\n",
+ "\n",
+ "Readers are invited to read the preprocessing steps performed in the unconstrained gravity and magnetic notebooks that culminated in these arrays.\n",
+ "\n",
+ "- [Unconstrained Gravity Inversion notebook](gravity-code) \n",
+ "- [Unconstrained Magnetic Inversion notebook](magnetics-code)\n",
+ "\n",
+ "The zipped dataset includes the following files:\n",
+ "\n",
+ "- **Ground gravity survey** 📍 \n",
+ " `Forrestania_Gravity_Station_trim_.csv` \n",
+ " \n",
+ "- **Airborne magnetic survey** ✈️ \n",
+ " `60472_AOI4.csv`\n",
+ "- **Digital Elevation Model (DEM)** 🗺️ \n",
+ " `Forrestania_SRTM1 Australia_MGA50.tiff`\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "f2e41088-e8ae-4507-a4be-b449b9abbdbc",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Loaded gravity data: (992, 4)\n",
+ "Loaded magnetic data: (2500, 4)\n",
+ "Loaded DEM data: (738446, 3)\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Load preprocessed datasets from local assets in simpeg-drivers\n",
+ "grav_array = np.load(assets_path() / \"Case studies\" / \"gravity.npy\")\n",
+ "print(f\"Loaded gravity data: {grav_array.shape}\")\n",
+ "\n",
+ "mag_array = np.load(assets_path() / \"Case studies\" / \"magnetic.npy\")\n",
+ "print(f\"Loaded magnetic data: {mag_array.shape}\")\n",
+ "\n",
+ "dem = np.load(assets_path() / \"Case studies\" / \"dem.npy\")\n",
+ "print(f\"Loaded DEM data: {dem.shape}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "bb347061",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot DEM, gravity and magnetic data\n",
+ "\n",
+ "# Define common extents for all plots from gravity data\n",
+ "extent_x = [grav_array[:, 0].min(), grav_array[:, 0].max()]\n",
+ "extent_y = [grav_array[:, 1].min(), grav_array[:, 1].max()]\n",
+ "\n",
+ "# Mask DEM within extent and compute local elevation range for better colormap scaling\n",
+ "dem_mask = (\n",
+ " (dem[:, 0] >= extent_x[0])\n",
+ " & (dem[:, 0] <= extent_x[1])\n",
+ " & (dem[:, 1] >= extent_y[0])\n",
+ " & (dem[:, 1] <= extent_y[1])\n",
+ ")\n",
+ "dem_local = dem[dem_mask]\n",
+ "vmin, vmax = dem_local[:, 2].min(), dem_local[:, 2].max()\n",
+ "\n",
+ "# Set up custom GridSpec layout for enabling centralized DEM\n",
+ "fig = plt.figure(figsize=(14, 12))\n",
+ "gs = gridspec.GridSpec(2, 2, height_ratios=[1.2, 1], hspace=0.25)\n",
+ "\n",
+ "# DEM (top, centered)\n",
+ "ax_dem = fig.add_subplot(gs[0, :])\n",
+ "sc1 = ax_dem.scatter(\n",
+ " dem_local[:, 0],\n",
+ " dem_local[:, 1],\n",
+ " c=dem_local[:, 2],\n",
+ " cmap=\"terrain\",\n",
+ " s=20,\n",
+ " vmin=vmin,\n",
+ " vmax=vmax,\n",
+ ")\n",
+ "ax_dem.set(\n",
+ " title=\"Digital Elevation Model\",\n",
+ " xlabel=\"Easting (MGA50)\",\n",
+ " ylabel=\"Northing (MGA50)\",\n",
+ " xlim=extent_x,\n",
+ " ylim=extent_y,\n",
+ " aspect=\"equal\",\n",
+ ")\n",
+ "cb1 = fig.colorbar(sc1, ax=ax_dem, orientation=\"horizontal\", shrink=0.4)\n",
+ "cb1.set_label(\"Elevation (m)\")\n",
+ "\n",
+ "# Gravity anomaly (bottom-left)\n",
+ "ax_grav = fig.add_subplot(gs[1, 0])\n",
+ "sc2 = ax_grav.scatter(\n",
+ " grav_array[:, 0], grav_array[:, 1], c=grav_array[:, 3], cmap=\"RdBu_r\", s=20\n",
+ ")\n",
+ "ax_grav.set(\n",
+ " title=\"Terrain corrected (2.67 g/cc) Gravity Anomaly\",\n",
+ " xlabel=\"Easting (MGA50)\",\n",
+ " ylabel=\"Northing (MGA50)\",\n",
+ " xlim=extent_x,\n",
+ " ylim=extent_y,\n",
+ " aspect=\"equal\",\n",
+ ")\n",
+ "cb2 = fig.colorbar(sc2, ax=ax_grav, orientation=\"horizontal\", shrink=0.8)\n",
+ "cb2.set_label(\"Gravity (mGal)\")\n",
+ "\n",
+ "# Magnetic data (bottom-right)\n",
+ "ax_mag = fig.add_subplot(gs[1, 1])\n",
+ "sc3 = ax_mag.scatter(\n",
+ " mag_array[:, 0], mag_array[:, 1], c=mag_array[:, 3], cmap=\"RdBu_r\", s=20\n",
+ ")\n",
+ "ax_mag.set(\n",
+ " title=\"Detrended RMI downsampled at 60m\",\n",
+ " xlabel=\"Easting (MGA50)\",\n",
+ " ylabel=\"Northing (MGA50)\",\n",
+ " xlim=extent_x,\n",
+ " ylim=extent_y,\n",
+ " aspect=\"equal\",\n",
+ ")\n",
+ "cb3 = fig.colorbar(sc3, ax=ax_mag, orientation=\"horizontal\", shrink=0.8)\n",
+ "cb3.set_label(\"Magnetics (nT)\")\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "20c39e9c-c7a5-4610-9c60-cac1e955fb19",
+ "metadata": {},
+ "source": [
+ "## Inversion\n",
+ "\n",
+ "We proceed with the inversion of both datasets **jointly**. Our goal is to model the **3D geometry of geologic units** based on correlated density and magnetic susceptibility contrasts. \n",
+ "\n",
+ "When applying a **cross-gradient** constraint, the recovered density and magnetic susceptibility models are supposed to have structural similarities.\n",
+ "\n",
+ "---\n",
+ "\n",
+ "### Create Meshes\n",
+ "\n",
+ "To perform the inversion, we must **discretize the subsurface into a 3D mesh**. This mesh must:\n",
+ "\n",
+ "- Use **as few cells as possible** to remain computationally efficient\n",
+ "- Ensure **high resolution** in target areas to capture small features\n",
+ "\n",
+ "We meet both goals using an **adaptive octree mesh**, which refines only where needed.\n",
+ "\n",
+ "Following the meshing strategy used in the unconstrained inversion notebooks:\n",
+ "\n",
+ "- We define the **smallest cell size** as **30 m**, which is half the magnetic survey’s average flight height \n",
+ "- We **merge the observation locations** (gravity + magnetic) to guide mesh refinement around data points for both surveys\n",
+ "\n",
+ "This ensures focused resolution where the data are most sensitive, while keeping the overall mesh size manageable.\n",
+ "\n",
+ "> 💡 **Note** \n",
+ "> For brevity, we will **skip plotting the generated Octree mesh** in this notebook. \n",
+ "> If you're interested in how to visualize or verify the mesh structure, refer to the relevant steps in the \n",
+ "> [Unconstrained Gravity Inversion](unconstrained_gravity_inv_training.ipynb) and [Unconstrained Magnetics Inversion](unconstrained_magnetics_inv_training.ipynb) notebooks. \n",
+ "> You can easily replicate the same plotting commands here if needed.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "42554318-435d-498d-950a-0a051c1c2378",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the base cell size in x, y, and z directions (in meters)\n",
+ "# Typically set to half the flight height or finest data resolution\n",
+ "dh = 30 # Base cell size in meters (in our case, the same in x, y, and z)\n",
+ "base_cells = [dh, dh, dh] # [dx, dy, dz] base mesh cell width in meters\n",
+ "\n",
+ "# Merge observation points from both dataset (gravity + magnetics)\n",
+ "all_locs = np.vstack([grav_array[:, :3], mag_array[:, :3]])\n",
+ "\n",
+ "# Create base TreeMesh (Octree) covering the full extent of the data\n",
+ "# Start with no refinements\n",
+ "octree = discretize.utils.mesh_builder_xyz(\n",
+ " all_locs, # Keep the same extent towards the joint\n",
+ " base_cells, # Base cell size in X, Y, and Z directions\n",
+ " mesh_type=\"tree\", # Use adaptive octree mesh option\n",
+ " depth_core=2000, # The mesh will be at least as deep as 2000 m\n",
+ " # padding_distance=[[2000,2000],[1750,1750],[2000,500]] # Padding (not used here, but can be specified for padding around the domain)\n",
+ ")\n",
+ "\n",
+ "# Refine the mesh around data locations with three levels of padding\n",
+ "# Function designed for points specifically\n",
+ "octree.refine_points(\n",
+ " all_locs, # Refine around both mag + grav data locations\n",
+ " level=-1, # Start at the (last) highest level, i.e., the base cell size.\n",
+ " padding_cells_by_level=[\n",
+ " 6,\n",
+ " 6,\n",
+ " 6,\n",
+ " ], # Number of cells at 30 m, 60 m and 120 m, i.e., 6 cells for each level 1, 2, and 3\n",
+ " finalize=False, # Don't finalize yet. We'll add refinement to topography.\n",
+ ")\n",
+ "\n",
+ "# Refine along the DEM surface at a coarser level\n",
+ "# Function designed for surfaces specifically\n",
+ "octree.refine_surface(\n",
+ " dem,\n",
+ " level=-3, # Start at level -3, i.e., only refine at 120 m around DEM.\n",
+ " padding_cells_by_level=[1], # Number of cells at 120 m, which is level -3\n",
+ " finalize=True, # Complete the mesh on our last call\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "89e4d5ff-ed79-474a-8ce3-06fb743cd523",
+ "metadata": {},
+ "source": [
+ "### Define Active Cells\n",
+ "\n",
+ "In gravity/magnetics modeling, **only cells below the Earth's surface** influence the simulated gravity response. These are called **active cells**. In contrast, **air cells** above the surface do not contribute and are excluded from the forward simulation and inversion.\n",
+ "\n",
+ "SimPEG uses a `boolean` mask to identify active versus inactive cells. This is typically done using the `discretize.utils.active_from_xyz` utility, which compares the mesh to the topography.\n",
+ "\n",
+ "- **Active cells**: below topography, used in forward simulation/inversion.\n",
+ "- **Inactive cells**: above topography, ignored to save computation.\n",
+ "\n",
+ "The result is a `bool` array (our object named `active`) the same size as the number of mesh cells, indicating which are active."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "8709eb9b-55c9-4583-91b0-19bd637b64c6",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Number of active (non-air) cells: 242855\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Identify active (subsurface) cells based on the DEM surface\n",
+ "# This flags all cells whose centers lie below the topography\n",
+ "active = discretize.utils.active_from_xyz(octree, dem)\n",
+ "\n",
+ "# Count the number of active (non-air) cells\n",
+ "n_actives = int(active.sum())\n",
+ "print(f\"Number of active (non-air) cells: {n_actives}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "3d87332b",
+ "metadata": {},
+ "source": [
+ "### Define Model Mapping for Joint Inversion\n",
+ "\n",
+ "There are different ways of mapping from model to active cells when inverting jointly with `SimPEG`.\n",
+ "\n",
+ "In our exercise, we will define a **single model vector** that combines both gravity and magnetic properties. To correctly associate each portion of this vector with its corresponding simulation, we use a combination of mapping tools:\n",
+ "\n",
+ "#### Step 1: `IdentityMap`\n",
+ "\n",
+ "Each simulation (gravity or magnetics) requires a model defined only on **active cells**, i.e., cells below topography. \n",
+ "We use `IdentityMap(nP=n_actives)` to link model parameters **directly** to physical properties in those cells, without any transformation (e.g. for EM sometimes log(property) is used).\n",
+ "\n",
+ "- For gravity, this maps model values to **density contrast**.\n",
+ "- For magnetics, this maps model values to **magnetic susceptibility**.\n",
+ "\n",
+ "#### Step 2: `Projection` Maps\n",
+ "\n",
+ "To support joint inversion, we stack both physical property models into a single vector of length `2 * n_actives`:\n",
+ "\n",
+ "- The **first half** contains density values.\n",
+ "- The **second half** contains susceptibility values.\n",
+ "\n",
+ "We use `Projection` maps to extract the appropriate slice for each simulation.\n",
+ "\n",
+ "These will be applied inside a `MetaSimulation` wrapper to ensure each simulation receives only the portion of the model it needs."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "62c038c7",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define mapping from model to active cells\n",
+ "model_map = maps.IdentityMap(\n",
+ " nP=n_actives\n",
+ ") # model consists of a value for each active cell\n",
+ "\n",
+ "# Number of Data types used in the joint simulation\n",
+ "n_data_type = 2\n",
+ "\n",
+ "# Define projection maps to associate the correct slice of model values to each simulation\n",
+ "# Expected inputs: (number of model parameters, indexes defining the projection from the model space)\n",
+ "proj_grav = maps.Projection(\n",
+ " n_data_type * n_actives, slice(0, n_actives)\n",
+ ") # Gravity: first half\n",
+ "proj_mag = maps.Projection(\n",
+ " n_data_type * n_actives, slice(n_actives, n_data_type * n_actives)\n",
+ ") # Magnetics: second half"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "30693683",
+ "metadata": {},
+ "source": [
+ "### Define the Reference and Starting Models"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "c90b7b1e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Joint Starting model\n",
+ "# We can use the same near-zero value for starting density contrast and magnetic susceptibility\n",
+ "# or choose more appropriately\n",
+ "m_start = np.ones(2 * n_actives) * 1e-4\n",
+ "\n",
+ "# Joint reference model\n",
+ "# We can use the same 0 reference for both gravity and magnetics\n",
+ "m_ref = np.zeros(2 * n_actives)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0e21b195",
+ "metadata": {},
+ "source": [
+ "### Gravity Setup\n",
+ "\n",
+ " Define the gravity portion of the joint inversion: survey, simulation, observed data, and its individual data misfit."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "2d7d1632",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# ~~~~ Defining the Survey ~~~~~\n",
+ "\n",
+ "# 1. Define receiver locations for gravity data\n",
+ "# The receiver list consists of (x, y, z) locations and specifies which field component is measured.\n",
+ "# Here we use \"gz\" (vertical component of the gravitational field).\n",
+ "grav_receiver_list = potential_fields.gravity.receivers.Point(\n",
+ " grav_array[:, :3], # XYZ locations of gravity stations\n",
+ " components=[\"gz\"], # Vertical component of gravity\n",
+ ")\n",
+ "\n",
+ "# 2. Define the gravity source field\n",
+ "# For gravity, the 'source' just connects the receivers; no inducing field parameters required like in magnetics.\n",
+ "grav_source_field = potential_fields.gravity.sources.SourceField(\n",
+ " receiver_list=grav_receiver_list\n",
+ ")\n",
+ "\n",
+ "# 3. Create the gravity survey object\n",
+ "# This survey bundles together the receivers and source for use in the forward simulation.\n",
+ "grav_survey = potential_fields.gravity.survey.Survey(grav_source_field)\n",
+ "\n",
+ "# ~~~~ Defining the Forward Simulation ~~~~\n",
+ "\n",
+ "# 4. Define the gravity forward simulation\n",
+ "# This is a 3D integral simulation, using:\n",
+ "# - The octree mesh\n",
+ "# - Active cells within the mesh\n",
+ "# - A mapping from the model vector to physical property values (IdentityMap)\n",
+ "grav_integral_simulation = potential_fields.gravity.simulation.Simulation3DIntegral(\n",
+ " survey=grav_survey,\n",
+ " mesh=octree,\n",
+ " active_cells=active,\n",
+ " rhoMap=model_map, # Maps active cells to density contrast values\n",
+ ")\n",
+ "\n",
+ "# 5. Wrap the simulation with a projection map\n",
+ "# This step tells SimPEG that the gravity simulation should only use the first half of the joint model vector.\n",
+ "grav_meta_simulation = simpeg.meta.MetaSimulation(\n",
+ " simulations=[grav_integral_simulation],\n",
+ " mappings=[proj_grav], # Extracts the gravity portion from the full joint model\n",
+ ")\n",
+ "\n",
+ "# ~~~~ Defining Data and Uncertainties ~~~~\n",
+ "\n",
+ "# 6. Create the gravity data object\n",
+ "# This links the survey, observations, and assumed noise level\n",
+ "\n",
+ "# Observed gravity data\n",
+ "# using right-handed coordinate system required in SimPEG\n",
+ "dobs_grav = grav_array[:, -1] * -1\n",
+ "\n",
+ "# Uncertainty\n",
+ "# Assumed uncertainty per datum\n",
+ "# A bit lower than the unconstrained exercise to allow for closer fit given coupling\n",
+ "grav_uncertainties = 0.015 # in mGal units\n",
+ "\n",
+ "\n",
+ "grav_data = simpeg.Data(\n",
+ " survey=grav_survey, # The survey object defining the survey geometry; i.e. sources, receivers, data type.\n",
+ " dobs=dobs_grav, # Observed gravity values (in mGal)\n",
+ " standard_deviation=grav_uncertainties, # Floor uncertainty\n",
+ ")\n",
+ "\n",
+ "# ~~~~ Defining Data Misfit ~~~~\n",
+ "\n",
+ "# 7. Define the Data misfit for gravity using a least-squre approach\n",
+ "# This quantifies how well a model reproduces the observed gravity data.\n",
+ "grav_misfit = simpeg.data_misfit.L2DataMisfit(\n",
+ " data=grav_data, simulation=grav_meta_simulation\n",
+ ")\n",
+ "grav_misfit.name = \"grav\""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5169f10e",
+ "metadata": {},
+ "source": [
+ "### Magnetic Setup\n",
+ "\n",
+ "Define the magnetic portion of the joint inversion: survey, simulation, observed data, and its individual data misfit."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "a2093b8c-cdb1-40d8-9a9f-7a5f650858c2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# ~~~~ Defining the Survey ~~~~~\n",
+ "\n",
+ "# 1. Define receiver locations for magnetic data\n",
+ "# Here we use the total magnetic intensity (TMI) component\n",
+ "mag_receiver_list = potential_fields.magnetics.receivers.Point(\n",
+ " mag_array[:, :3], # XYZ locations of magnetic observations\n",
+ " components=[\"tmi\"], # Measured component: Total Magnetic Intensity (residual)\n",
+ ")\n",
+ "\n",
+ "# 2. Define the inducing magnetic field\n",
+ "# Magnetic surveys require an inducing field (from IGRF) to define the primary field\n",
+ "mag_source_field = potential_fields.magnetics.sources.UniformBackgroundField(\n",
+ " receiver_list=mag_receiver_list,\n",
+ " amplitude=59294, # Total field strength in nT (from IGRF)\n",
+ " inclination=-67.1, # Inclination angle in degrees\n",
+ " declination=-0.89, # Declination angle in degrees\n",
+ ")\n",
+ "\n",
+ "# 3. Create the magnetic survey object\n",
+ "# This groups receivers and the source field into a survey used for simulation\n",
+ "mag_survey = potential_fields.magnetics.survey.Survey(mag_source_field)\n",
+ "\n",
+ "# ~~~~ Defining the Forward Simulation ~~~~\n",
+ "\n",
+ "# 4. Define the magnetic forward simulation\n",
+ "# Like gravity, we use the Simulation3DIntegral class for magnetic data\n",
+ "# It uses the mesh, active cells, and a map from model to susceptibility\n",
+ "mag_integral_simulation = potential_fields.magnetics.simulation.Simulation3DIntegral(\n",
+ " survey=mag_survey,\n",
+ " mesh=octree,\n",
+ " active_cells=active,\n",
+ " chiMap=model_map, # Maps active cells to susceptibility values\n",
+ ")\n",
+ "\n",
+ "# 5. Wrap the magnetic simulation with a projection map\n",
+ "# This extracts the magnetic portion of the combined model (second half of joint vector)\n",
+ "mag_meta_simulation = simpeg.meta.MetaSimulation(\n",
+ " simulations=[mag_integral_simulation],\n",
+ " mappings=[proj_mag], # Projection from joint model to magnetic model\n",
+ ")\n",
+ "\n",
+ "# ~~~~ Defining Data and Uncertainties ~~~~\n",
+ "\n",
+ "# Observed magnetic data\n",
+ "dobs_mag = mag_array[:, -1]\n",
+ "\n",
+ "# Uncertainty\n",
+ "# Assumed uncertainty per datum (~same as the unconstrained exercise)\n",
+ "mag_uncertainties = 60 # in SI units\n",
+ "\n",
+ "# 6. Create the magnetic data object\n",
+ "# This links the survey, observations, and assumed noise level\n",
+ "mag_data = simpeg.Data(\n",
+ " survey=mag_survey, # The survey object defining the survey geometry; i.e. sources, receivers, data type.\n",
+ " dobs=dobs_mag, # Observed residual magnetic values (in nT)\n",
+ " standard_deviation=mag_uncertainties, # Floor uncertainty\n",
+ ")\n",
+ "\n",
+ "# ~~~~ Defining Data Misfit ~~~~\n",
+ "\n",
+ "# 7. Define the magnetic data misfit using a least-squre approach\n",
+ "# Quantifies how well the predicted model reproduces the observed magnetic data\n",
+ "mag_misfit = simpeg.data_misfit.L2DataMisfit(\n",
+ " data=mag_data, simulation=mag_meta_simulation\n",
+ ")\n",
+ "mag_misfit.name = \"mag\""
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "49beb918",
+ "metadata": {},
+ "source": [
+ "### Joint Data Misfit\n",
+ "\n",
+ "Now we combine the individual data misfit terms from gravity and magnetic datasets into a **total data misfit** term for the objective function.\n",
+ "\n",
+ "- Each `L2DataMisfit` term quantifies the mismatch between observed and predicted data for one dataset.\n",
+ "- By summing them, we ensure that both gravity and magnetic data influence the inversion equally (or as weighted).\n",
+ "- This results in a unified misfit function for joint inversion:\n",
+ "\n",
+ "$$\\phi_d = \\phi_d^{\\text{grav}} + \\phi_d^{\\text{mag}}$$\n",
+ "\n",
+ "> 💡 **Note:** In practice, geophysical datasets often differ in scale and noise level. \n",
+ "> Later in this workflow, we will introduce a *misfit scaling* step in the inversion directives to automatically balance their influence."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "c75402b5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Combined data misfit\n",
+ "# A scaling factor for each misfit term (gravity and magnetics)\n",
+ "# will be introduced later in the inversion directives\n",
+ "data_misfit = grav_misfit + mag_misfit"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "08a89b80-5505-4a0e-8f73-673eec715002",
+ "metadata": {},
+ "source": [
+ "### Regularization Function\n",
+ "\n",
+ "To produce geologically meaningful models, we must impose additional constraints on the inversion through **regularization**. \n",
+ "Regularization controls the smoothness, sparsity, and structure of the recovered models, which is essential in underdetermined problems like geophysical inversion.\n",
+ "\n",
+ "In this joint inversion, we combine three weighted regularization terms:\n",
+ "\n",
+ "- **Gravity regularization** ($\\alpha_g \\, \\phi_m^{\\text{grav}}$): \n",
+ " Controls the spatial structure of the **density contrast** model.\n",
+ "- **Magnetic regularization** ($\\alpha_m \\, \\phi_m^{\\text{mag}}$): \n",
+ " Controls the spatial structure of the **magnetic susceptibility** model.\n",
+ "- **Cross-gradient constraint** ($\\alpha_{\\text{cg}} \\, \\phi_m^{\\text{cross-gradient}}$): \n",
+ " Encourages **structural similarity** between the two models by minimizing the angle between their gradients.\n",
+ "\n",
+ "The total regularization objective is:\n",
+ "\n",
+ "$$\n",
+ "\\phi_m = \\alpha_g \\, \\phi_m^{\\text{grav}} \\;+\\; \\alpha_m \\, \\phi_m^{\\text{mag}} \\;+\\; \\alpha_{\\text{cg}} \\, \\phi_m^{\\text{cross-gradient}}\n",
+ "$$\n",
+ "\n",
+ "where:\n",
+ "- $\\alpha_g$ and $\\alpha_m$ are weights controlling the influence of the individual gravity and magnetic regularizations.\n",
+ "- $\\alpha_{\\text{cg}}$ is the weight controlling the strength of the structural coupling between the two models.\n",
+ "\n",
+ "This formulation ensures that all components of the regularization can be tuned independently, allowing us to recover models that are consistent with the observed data, geologically coherent, and structurally aligned across physical property domains."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "f03eb65f-d8d1-4ef8-ad19-296b97050fb0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# 1. Regularize the gravity (density) model\n",
+ "# Use a sparse (L0/L1) regularization to promote compact features\n",
+ "den_reg = simpeg.regularization.Sparse(\n",
+ " mesh=octree,\n",
+ " active_cells=active,\n",
+ " reference_model=m_ref, # Assumed background density contrast model of 0 g/cc\n",
+ " norms=[0, 1, 1, 1], # Sparse model (L0 on model, L1 on gradients)\n",
+ " mapping=proj_grav, # Apply to the gravity (first half of joint model)\n",
+ ")\n",
+ "\n",
+ "# 2. Regularize the magnetic (susceptibility) model\n",
+ "mag_reg = simpeg.regularization.Sparse(\n",
+ " mesh=octree,\n",
+ " active_cells=active,\n",
+ " reference_model=m_ref, # Assumed background susceptibility model of 0 SI\n",
+ " norms=[0, 1, 1, 1], # Sparse model (L0 on model, L1 on gradients)\n",
+ " mapping=proj_mag, # Apply to the magnetic (second half of joint model)\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "c99d65f6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Cross-gradient coupling: Enforce structural similarity between models\n",
+ "\n",
+ "# Create Wires Map, i.e. define named slices using the same projection maps for better readability\n",
+ "# This allows us to refer to parts of the joint model by name in the future\n",
+ "wires = maps.Wires(\n",
+ " (\"density\", proj_grav), # First half: gravity\n",
+ " (\"susceptibility\", proj_mag), # Second half: magnetic\n",
+ ")\n",
+ "\n",
+ "# Define cross-gradient regularization\n",
+ "# Promotes structural similarity by minimizing the angle between gradients\n",
+ "# That is, where one model changes, the other is encouraged to change too\n",
+ "coupling = simpeg.regularization.CrossGradient(\n",
+ " octree, # Mesh\n",
+ " wires, # Wire Map\n",
+ " active_cells=active, # Active cells\n",
+ ")\n",
+ "\n",
+ "# Combine all regularization terms:\n",
+ "# - Sparse constraint on gravity\n",
+ "# - Sparse constraint on magnetics\n",
+ "# - Cross-gradient constraint between them\n",
+ "regularization = den_reg + mag_reg + coupling\n",
+ "\n",
+ "# Scale the coupling term\n",
+ "# A higher weight enforces stronger structural coupling to account for dimensionality\n",
+ "regularization.multipliers = [1, 1, dh**4] # Weights [grav, mag, coupling]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "544de5c6-b7b5-4874-8533-951165350403",
+ "metadata": {},
+ "source": [
+ "### Inversion Directives\n",
+ "\n",
+ "In `SimPEG`, **directives** are instructions that guide the inversion process. They allow us to control behavior such as:\n",
+ "\n",
+ "- **Beta scheduling** (trade-off between data misfit and model regularization)\n",
+ "- **Preconditioning** (for solver acceleration)\n",
+ "- **Saving output** (e.g., model iterations, diagnostics)\n",
+ "- **Stopping criteria** (e.g., misfit tolerance, max iterations)\n",
+ "\n",
+ "For joint inversion, we apply a shared set of directives across both data types. Directives are passed to the `Inversion` object as a list.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "f3adfe59-0b12-488d-992f-e6069290d50c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Defining directives\n",
+ "\n",
+ "# IRLS: Iteratively Reweighted Least Squares for sparse regularization.\n",
+ "# Allows compact or blocky model structure (based on chosen norms).\n",
+ "update_irls = simpeg.directives.UpdateIRLS(\n",
+ " # cooling_factor=2, # Default values, but you can decide if you want something different\n",
+ " # cooling_rate=1,\n",
+ " # chifact_start=1.0, # Multiplier for the chi-squared misfit\n",
+ " max_irls_iterations=20,\n",
+ " f_min_change=1e-3,\n",
+ ")\n",
+ "\n",
+ "# Balance the relative influence of multiple data misfits (gravity & magnetics)\n",
+ "# by scaling each one with the inverse of its largest eigenvalue (estimated via\n",
+ "# power iterations) and normalizing so their contributions sum to 1.\n",
+ "# This prevents one dataset from dominating the inversion purely due to scale differences.\n",
+ "scale_misfit = simpeg.directives.ScaleMisfitMultipliers()\n",
+ "\n",
+ "# Update model weights based on data sensitivity (helps balance updates).\n",
+ "sensitivity_weights = simpeg.directives.UpdateSensitivityWeights(every_iteration=False)\n",
+ "\n",
+ "# Estimate an appropriate starting trade-off parameter (beta) between data misfit and regularization.\n",
+ "# Estimate β₀ from largest eigenvalue of the Jacobian\n",
+ "starting_beta = simpeg.directives.BetaEstimate_ByEig(beta0_ratio=1.0)\n",
+ "\n",
+ "# Update the preconditioner matrix at each iteration to improve solver convergence.\n",
+ "update_jacobi = simpeg.directives.UpdatePreconditioner(update_every_iteration=True)\n",
+ "\n",
+ "# Track and save output at each iteration\n",
+ "# Saves in the current working directory\n",
+ "save_out = simpeg.directives.SaveOutputEveryIteration(name=\"iter_joint_inv\")\n",
+ "\n",
+ "# Inversion Directives\n",
+ "# A list of control directives that modify the inversion behavior during runtime.\n",
+ "directives_list = [\n",
+ " update_irls,\n",
+ " scale_misfit,\n",
+ " sensitivity_weights,\n",
+ " starting_beta,\n",
+ " update_jacobi,\n",
+ " save_out,\n",
+ "]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b7106e36-6c53-4cbe-bce8-573f7c40fc44",
+ "metadata": {},
+ "source": [
+ "### Defining the Inverse Problem and Running the Joint Inversion\n",
+ "\n",
+ "We now define and solve the joint inversion by combining all the building blocks:\n",
+ "\n",
+ "- **Objective function**: \n",
+ " The inversion seeks to minimize \n",
+ "\n",
+ " $\n",
+ " \\phi(m) = \\phi_d + \\beta \\, \\phi_m\n",
+ " $\n",
+ "\n",
+ " where: \n",
+ " - $\\phi_d = \\phi_d^{\\text{grav}} + \\phi_d^{\\text{mag}}$. \n",
+ " - $\\phi_m = \\alpha_g \\, \\phi_m^{\\text{grav}} \\;+\\; \\alpha_m \\, \\phi_m^{\\text{mag}} \\;+\\; \\alpha_{\\text{cg}} \\, \\phi_m^{\\text{cross-gradient}}$ \n",
+ " is the **composite regularization** term. \n",
+ " - $\\beta$ is the trade-off parameter balancing misfit and regularization.\n",
+ "\n",
+ "- **Optimization**: \n",
+ " We use `ProjectedGNCG`, a projected Gauss-Newton Conjugate Gradient method, with bounds: \n",
+ " - Density contrast $\\geq -0.5$ g/cc \n",
+ " - Magnetic susceptibility $\\geq 0$\n",
+ "\n",
+ "- **Inverse problem setup**: \n",
+ " Combines the total data misfit, composite regularization, and optimization strategy into a \n",
+ " `BaseInvProblem`.\n",
+ "\n",
+ "- **Execution**: \n",
+ " The inversion is wrapped in a `BaseInversion` object, which applies the configured directives \n",
+ " at each iteration, starting from the initial model `m_start`.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "5201e376-8873-47e2-9a33-8bc462f9701e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Running inversion with SimPEG v0.22.2.dev43+gcd269b4c1.d20241026\n",
+ "simpeg.InvProblem will set Regularization.reference_model to m0.\n",
+ "[########################################] | 100% Completed | 9.34 ss\n",
+ "[########################################] | 100% Completed | 100.25 s\n",
+ "simpeg.SaveOutputEveryIteration will save your inversion progress as: '###-iter_joint_inv-2025-08-11-09-36.txt'\n",
+ "model has any nan: 0\n",
+ "=============================== Projected GNCG ===============================\n",
+ " # beta phi_d phi_m f |proj(x-g)-x| LS Comment \n",
+ "-----------------------------------------------------------------------------\n",
+ "x0 has any nan: 0\n",
+ " 0 3.07e+01 6.74e+05 3.19e+00 6.75e+05 1.51e+06 0 \n",
+ " 1 1.53e+01 4.03e+05 2.78e+03 4.45e+05 1.43e+05 0 \n",
+ " 2 7.67e+00 2.94e+05 7.60e+03 3.52e+05 7.50e+04 0 Skip BFGS \n",
+ " 3 3.84e+00 2.13e+05 1.50e+04 2.70e+05 5.04e+04 0 Skip BFGS \n",
+ " 4 1.92e+00 1.41e+05 2.75e+04 1.93e+05 4.36e+04 0 Skip BFGS \n",
+ " 5 9.59e-01 8.87e+04 4.44e+04 1.31e+05 2.27e+04 0 Skip BFGS \n",
+ " 6 4.80e-01 4.92e+04 6.86e+04 8.21e+04 2.27e+04 0 Skip BFGS \n",
+ " 7 2.40e-01 2.47e+04 9.58e+04 4.77e+04 9.77e+03 0 Skip BFGS \n",
+ " 8 1.20e-01 1.39e+04 1.18e+05 2.80e+04 1.65e+04 0 Skip BFGS \n",
+ " 9 6.00e-02 1.11e+04 1.24e+05 1.85e+04 1.35e+04 0 \n",
+ " 10 3.00e-02 7.77e+03 1.39e+05 1.20e+04 1.33e+04 0 \n",
+ " 11 1.50e-02 6.08e+03 1.44e+05 8.25e+03 9.34e+03 0 \n",
+ " 12 7.49e-03 4.48e+03 1.57e+05 5.65e+03 1.07e+04 0 \n",
+ " 13 3.75e-03 3.54e+03 1.60e+05 4.14e+03 6.95e+03 0 \n",
+ "Reached starting chifact with l2-norm regularization: Start IRLS steps...\n",
+ "irls_threshold 0.11052511601189947\n",
+ "irls_threshold 0.2775089652637261\n",
+ " 14 3.75e-03 2.95e+03 3.07e+05 4.10e+03 6.30e+03 0 \n",
+ " 15 6.46e-03 2.41e+03 3.63e+05 4.76e+03 8.83e+03 0 \n",
+ " 16 1.17e-02 2.17e+03 4.07e+05 6.92e+03 2.73e+03 0 \n",
+ " 17 2.07e-02 2.26e+03 4.42e+05 1.14e+04 1.59e+03 1 \n",
+ " 18 3.27e-02 3.01e+03 4.58e+05 1.80e+04 1.29e+03 2 \n",
+ " 19 2.26e-02 5.53e+03 4.47e+05 1.56e+04 3.15e+03 2 \n",
+ " 20 1.62e-02 5.13e+03 4.79e+05 1.29e+04 2.39e+03 0 \n",
+ " 21 1.13e-02 5.38e+03 5.12e+05 1.12e+04 3.27e+03 0 \n",
+ " 22 8.76e-03 4.37e+03 5.76e+05 9.42e+03 1.74e+03 0 \n",
+ " 23 7.01e-03 4.10e+03 6.69e+05 8.79e+03 4.40e+03 0 \n",
+ " 24 7.01e-03 3.47e+03 6.96e+05 8.34e+03 1.55e+03 0 \n",
+ " 25 7.01e-03 3.48e+03 6.99e+05 8.38e+03 1.03e+03 1 \n",
+ " 26 5.66e-03 4.03e+03 6.98e+05 7.99e+03 2.08e+03 0 \n",
+ " 27 5.66e-03 3.55e+03 6.70e+05 7.35e+03 1.25e+03 0 \n",
+ " 28 5.66e-03 3.59e+03 6.32e+05 7.17e+03 2.22e+03 0 \n",
+ " 29 5.66e-03 3.52e+03 6.24e+05 7.05e+03 1.64e+03 0 \n",
+ " 30 5.66e-03 3.75e+03 5.95e+05 7.12e+03 2.38e+03 0 \n",
+ " 31 4.68e-03 3.87e+03 5.30e+05 6.35e+03 1.87e+03 0 \n",
+ " 32 4.68e-03 3.44e+03 4.90e+05 5.73e+03 1.65e+03 0 \n",
+ " 33 4.68e-03 3.32e+03 4.63e+05 5.49e+03 1.05e+03 0 \n",
+ "Reach maximum number of IRLS cycles: 20\n",
+ "------------------------- STOP! -------------------------\n",
+ "1 : |fc-fOld| = 0.0000e+00 <= tolF*(1+|f0|) = 6.7451e+04\n",
+ "0 : |xc-x_last| = 6.9116e-01 <= tolX*(1+|x0|) = 1.0697e-01\n",
+ "0 : |proj(x-g)-x| = 1.0497e+03 <= tolG = 1.0000e-01\n",
+ "0 : |proj(x-g)-x| = 1.0497e+03 <= 1e3*eps = 1.0000e-02\n",
+ "0 : maxIter = 40 <= iter = 34\n",
+ "------------------------- DONE! -------------------------\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Define the optimization algorithm used for solving the inverse problem.\n",
+ "optimizer = simpeg.optimization.ProjectedGNCG(\n",
+ " maxIter=40, # Maximum number of iterations\n",
+ " lower=np.r_[ # Lower bound constraints:\n",
+ " -np.ones(n_actives) * 0.4, # 1. Density contrast: Lower bound at -0.5 g/cc.\n",
+ " np.zeros(n_actives),\n",
+ " ], # 2. Susceptibility: Lower bound at 0,\n",
+ " # i.e. no negative susceptibilities allowed\n",
+ " maxIterLS=2, # Maximum number of line searches per iteration\n",
+ ")\n",
+ "\n",
+ "# Define the inverse problem object, bringing together:\n",
+ "# - The total data misfit\n",
+ "# - The composite regularization function\n",
+ "# - The optimization method\n",
+ "inv_problem = simpeg.inverse_problem.BaseInvProblem(\n",
+ " data_misfit,\n",
+ " regularization,\n",
+ " optimizer,\n",
+ ")\n",
+ "\n",
+ "# Wrap everything in a BaseInversion object, which handles execution\n",
+ "# and applies the directives during each iteration\n",
+ "inversion = simpeg.inversion.BaseInversion(inv_problem, directives_list)\n",
+ "\n",
+ "# Run the inversion starting from the initial model (m_start)\n",
+ "rec_model = inversion.run(m_start)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5f7c15d6",
+ "metadata": {},
+ "source": [
+ "## Results\n",
+ "\n",
+ "### Analysing Convergence\n",
+ "Plot data misfit and model norms at each iteration to assess convergence and stability. \n",
+ "\n",
+ "Keep it in mind that $\\phi(m) = \\phi_d + \\beta \\, \\phi_m$ and a beta cooling schedule is applied during the inversion.\n",
+ "\n",
+ "Also, $\\phi_d$ and $\\phi_m$ are a composite of the gravity and magnetics data misfit and regularization terms, with the coupling term inserted into the regularization composite as well."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "fc932082",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the data misfit and and model norm evolution across iterations\n",
+ "# Uses SimPEG plotting utilities (basic plotting)\n",
+ "save_out.plot_misfit_curves(dpi=300)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d99a6045",
+ "metadata": {},
+ "source": [
+ "The plot shows the evolution of **data misfit** ($\\phi_d$, black) and **model norm** ($\\phi_m$, red).\n",
+ "\n",
+ "- **Iterations 0-12 (L2 phase):** \n",
+ " $\\phi_d$ drops quickly to the target by ~iter 12. \n",
+ " $\\phi_m$ **slowly increases**, reflecting the gradual relaxation of $\\beta$ and the model taking on a bit more structure even under smooth L2 regularization.\n",
+ "\n",
+ "- **Iterations 12-end (IRLS phase):** \n",
+ " With the target met, IRLS promotes sparsity and sharper contrasts. \n",
+ " $\\phi_m$ does a little jump from here and rises as the model becomes compact/blocky, while $\\phi_d$ hovers near the target with mild oscillations from the reweighting.\n",
+ "\n",
+ "**Takeaway:** \n",
+ "The inversion first achieves an adequate data fit, then trades some model simplicity for sharper, geologically meaningful features, without materially sacrificing the misfit target."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b2d30ce8-689b-4d39-8846-a766dba5b774",
+ "metadata": {},
+ "source": [
+ "### Data fit\n",
+ "\n",
+ "Validating the data fit is a critical step before starting any interpratation. Without a good data fit, nothing conclusive can be said about the 3D density model. We want to make sure that most of the signal is captured, leaving only behind random noise (residuals)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "507f3655",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot gravity data points with black outlines\n",
+ "fig, ax = plt.subplots(figsize=(10, 10))\n",
+ "sc = ax.scatter(\n",
+ " grav_survey[:, 0], # Easting\n",
+ " grav_survey[:, 1], # Northing\n",
+ " c=grav_survey[:, -1], # Gravity values (mGal)\n",
+ " cmap=\"RdBu_r\",\n",
+ " s=50,\n",
+ " marker=\"o\",\n",
+ " edgecolors=\"black\", # Add black outline to each point\n",
+ " linewidth=0.3, # Optional: thinner edge line\n",
+ ")\n",
+ "\n",
+ "# Add colorbar for gravity values\n",
+ "cbar = plt.colorbar(sc, orientation=\"horizontal\", pad=0.1)\n",
+ "cbar.set_label(\"Gravity Data (mGal)\")\n",
+ "\n",
+ "# Plot styling\n",
+ "ax.set_aspect(\"equal\")\n",
+ "ax.set_title(\"Terrain-Corrected Gravity Anomaly (2.67 g/cc)\")\n",
+ "ax.set_xlabel(\"Easting (MGA50)\")\n",
+ "ax.set_ylabel(\"Northing (MGA50)\")\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "20c39e9c-c7a5-4610-9c60-cac1e955fb19",
+ "metadata": {},
+ "source": [
+ "## Inversion\n",
+ "\n",
+ "We now proceed with the inversion of the ground gravity data. \n",
+ "Our objective is to model the **shape and position** of subsurface geological units in 3D based on **density contrasts**.\n",
+ "\n",
+ "---\n",
+ "\n",
+ "### Create a Mesh\n",
+ "\n",
+ "To prepare for inversion, we need to discretize the subsurface into a 3D mesh (grid of cells) under the following constraints:\n",
+ "\n",
+ "- Use **as few cells as possible** to remain computationally efficient\n",
+ "- Ensure **high resolution** in target areas to capture small features\n",
+ "\n",
+ "We achieve both goals using an **adaptive octree mesh**, which allows finer resolution where needed and coarser discretization elsewhere.\n",
+ "\n",
+ "```{figure} ../images/octree_grid.png\n",
+ "Top-down view of the adaptive octree mesh. Smaller (refined) cells are usually concentrated around magnetic measurement points, where model resolution matters most.\n",
+ "```\n",
+ "\n",
+ "We will use the function `discretize.utils.mesh_builder_xyz` to create the **adaptive octree mesh** around our gravity stations and topography.\n",
+ "\n",
+ "This function builds a 3D mesh from a cloud of points (`xyz`) and a base cell size (`h`). It supports both tensor and tree (octree) meshes and handles padding, depth control, and expansion automatically.\n",
+ "\n",
+ "Function:\n",
+ "```python\n",
+ "discretize.utils.mesh_builder_xyz(xyz, h, padding_distance=None, base_mesh=None, depth_core=None, expansion_factor=1.3, mesh_type='tensor', tree_diagonal_balance=None)\n",
+ "```\n",
+ "Key parameters:\n",
+ "- `xyz`: Input point cloud (e.g., gravity stations)\n",
+ "- `h`: Base cell size in x, y, z\n",
+ "- `depth_core`: Depth of the high-resolution core\n",
+ "- `padding_distance`: `[[W, E], [N, S], [Down, Up]]` padding around the core (default: no padding)\n",
+ "- `mesh_type='tree'`: Use octree mesh type.\n",
+ "- `expansion_factor=1.3`: For tensor mesh type only.\n",
+ "\n",
+ "```{figure} ../images/diag_balance.png\n",
+ "TreeMesh with and without diagonal balance.\n",
+ "```\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> - Disabling **diagonal balance** allows abrupt transitions between octree levels (e.g., from 1 to 3), reducing cell count but potentially decreasing simulation accuracy when solving partial-differential equations. \n",
+ "> - **Padding** is usually added to capture *long-wavelength signals* and *minimize edge effects*. A common guideline is to pad by at least the lateral extent of the data coverage. Here, the target anomaly is well-centered and spectrally isolated, with no significant regional trends. Therefore, padding is omitted to reduce computational cost.\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "42554318-435d-498d-950a-0a051c1c2378",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the base cell size in x, y, and z directions (in meters)\n",
+ "# Typically set to half the survey flight height or data resolution.\n",
+ "# Here, we use 30 m (matching half the magnetic survey flight height)\n",
+ "# to ensure comparability of results between this and the magnetic inversion.\n",
+ "dh = 30 # Base cell size in meters (same in x, y, and z)\n",
+ "base_cells = [dh, dh, dh] # [dx, dy, dz] base mesh cell width in meters\n",
+ "\n",
+ "# Create base TreeMesh (Octree) covering the full extent of the data\n",
+ "# Start with no refinements\n",
+ "grav_octree = discretize.utils.mesh_builder_xyz(\n",
+ " grav_survey[:, :3], # Use gravity dataset coordinates for domain extent\n",
+ " base_cells, # Base cell size in X, Y, and Z directions\n",
+ " mesh_type=\"tree\", # Use adaptive octree mesh\n",
+ " depth_core=2000, # The mesh will be at least as deep as 2000 m\n",
+ " # padding_distance=[[2000,2000],[1750,1750],[2000,500]] # Padding (not used here, but can be specified for padding around the domain)\n",
+ ")\n",
+ "\n",
+ "# Refine the mesh around receiver locations (gravity stations)\n",
+ "# Function designed for points specifically\n",
+ "grav_octree.refine_points(\n",
+ " grav_survey[:, :3], # Refine around station points\n",
+ " level=-1, # Start at the (last) highest level, i.e., the base cell size.\n",
+ " padding_cells_by_level=[\n",
+ " 6,\n",
+ " 6,\n",
+ " 6,\n",
+ " ], # Number of cells at 30 m, 60 m and 120 m, i.e., 6 cells for each level 1, 2, and 3\n",
+ " finalize=False, # Don't finalize yet. We'll add refinement to topography.\n",
+ ")\n",
+ "\n",
+ "# Refine along topography\n",
+ "# Function designed for surfaces specifically\n",
+ "grav_octree.refine_surface(\n",
+ " dem,\n",
+ " level=-3, # Start at level -3, i.e., only refine at 120 m around DEM.\n",
+ " padding_cells_by_level=[1], # Number of cells at 120 m, which is level -3\n",
+ " finalize=True, # Complete the mesh on our last call\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "89e4d5ff-ed79-474a-8ce3-06fb743cd523",
+ "metadata": {},
+ "source": [
+ "### Define Active Cells\n",
+ "\n",
+ "In gravity modeling, **only cells below the Earth's surface** influence the simulated gravity response. These are called **active cells**. In contrast, **air cells** above the surface do not contribute and are excluded from the forward simulation and inversion.\n",
+ "\n",
+ "SimPEG uses a boolean mask to identify active versus inactive cells. This is typically done using the `discretize.utils.active_from_xyz` utility, which compares the mesh to the topography.\n",
+ "\n",
+ "- **Active cells**: below topography, used in forward simulation/inversion.\n",
+ "- **Inactive cells**: above topography, ignored to save computation.\n",
+ "\n",
+ "The result is a `bool` array (our object named `active`) the same size as the number of mesh cells, indicating which are active."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "8709eb9b-55c9-4583-91b0-19bd637b64c6",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Number of active (non-air) cells: 227387\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Identify active (subsurface) cells based on the DEM surface\n",
+ "# This flags all cells whose centers lie below the topography\n",
+ "active = discretize.utils.active_from_xyz(grav_octree, dem)\n",
+ "\n",
+ "# Count the number of active (non-air) cells\n",
+ "n_actives = int(active.sum())\n",
+ "print(f\"Number of active (non-air) cells: {n_actives}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "aa63de24",
+ "metadata": {},
+ "source": [
+ "### Plot a mesh slice "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "b2066fc5",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Cheking Y range of stations: min = 6415294.0, max = 6419225.5\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\n",
+ " f\"Cheking Y range of stations: min = {grav_survey[:, 1].min()}, max = {grav_survey[:, 1].max()}\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "eb4784b5",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Create a model with value 0 for active and -999 for inactive cells (as flag) for plotting the TreeMesh\n",
+ "# This will (only) be used to visualize the active cells in the mesh\n",
+ "\n",
+ "# grav_octree.nC returns the total number of cells, we create a mesh with -999 assigned to all cells\n",
+ "full_model = np.full(grav_octree.nC, -999.0)\n",
+ "\n",
+ "# Then we set value 0 for active cells only\n",
+ "full_model[active] = 0.0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "4e3df37b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot TreeMesh Y-slice with gravity stations near the slice\n",
+ "fig, ax = plt.subplots(figsize=(18, 8))\n",
+ "# Get index of slice closest to median Y of gravity data\n",
+ "y_slice_idx = np.argmin(\n",
+ " np.abs(grav_octree.cell_centers_y - np.median(grav_survey[:, 1]))\n",
+ ")\n",
+ "# Corresponding Y location for annotation\n",
+ "y_val = grav_octree.cell_centers_y[y_slice_idx]\n",
+ "\n",
+ "# Plot model slice\n",
+ "norm = mpl.colors.Normalize(vmin=-1.0, vmax=0.1)\n",
+ "cmap = mpl.cm.ocean\n",
+ "grav_octree.plot_slice(\n",
+ " full_model,\n",
+ " normal=\"Y\",\n",
+ " ind=y_slice_idx,\n",
+ " ax=ax,\n",
+ " grid=True,\n",
+ " pcolor_opts={\n",
+ " \"cmap\": cmap,\n",
+ " \"norm\": norm,\n",
+ " \"linewidth\": 0.1, # linewidth to show mesh grid\n",
+ " },\n",
+ ")\n",
+ "\n",
+ "# Add gravity stations near the slice\n",
+ "tol = grav_octree.h[1].min() # Minimum cell size in Y direction\n",
+ "mask = (\n",
+ " np.abs(grav_survey[:, 1] - y_val) < tol\n",
+ ") # Mask to select points within tolerance of the slice\n",
+ "ax.scatter(\n",
+ " grav_survey[mask, 0],\n",
+ " grav_survey[mask, 2],\n",
+ " s=60,\n",
+ " c=\"white\",\n",
+ " edgecolors=\"red\",\n",
+ " label=\"Gravity Stations\",\n",
+ ")\n",
+ "\n",
+ "ax.set(\n",
+ " title=f\"Model Slice at Y = {y_val:.1f} m\",\n",
+ " xlabel=\"Easting (m)\",\n",
+ " ylabel=\"Elevation (m)\",\n",
+ ")\n",
+ "ax.legend(loc=\"lower left\", fontsize=10)\n",
+ "\n",
+ "# Add colorbar\n",
+ "cbar = fig.colorbar(\n",
+ " mpl.cm.ScalarMappable(norm=norm, cmap=cmap),\n",
+ " ax=ax,\n",
+ " pad=0.02,\n",
+ " aspect=30,\n",
+ " label=\"Flag Value (0 = active, -999 = inactive)\",\n",
+ ")\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0dd74235",
+ "metadata": {},
+ "source": [
+ "### Define Mapping from the Model to Active Cells\n",
+ "\n",
+ "In SimPEG, the **model** refers to a set of parameters, which are *not always* the same as physical property values directly defined on the mesh. For example, the model might represent:\n",
+ "\n",
+ "- Logarithms of physical properties (e.g., `log(conductivity)`)\n",
+ "- Parametric shapes (e.g., layers, ellipsoids)\n",
+ "- Or, in our case, **density contrasts** in active cells.\n",
+ "\n",
+ "To connect these model parameters to the physical property values on the mesh, SimPEG uses **mappings**, defined through the `simpeg.maps` module.\n",
+ "\n",
+ "In this case, we are inverting for **density contrast values** directly within the active cells of the mesh. Therefore, we use an `IdentityMap`, i.e. a simple, one-to-one mapping between model parameters and active cell values."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "8629792f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define mapping from model to active cells. Our model consists of a density\n",
+ "# contrast value (to be defined) for each cell below the Earth's surface.\n",
+ "\n",
+ "model_map = simpeg.maps.IdentityMap(nP=n_actives)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f611db38",
+ "metadata": {},
+ "source": [
+ "### Define the Reference and Starting Models\n",
+ "\n",
+ "In SimPEG, we define two important models for inversion:\n",
+ "\n",
+ "\n",
+ "- **Starting model (`m_start`):** Provides an initial guess for the inversion but doesn't need to resemble the true subsurface. For gravity inversion using a `linear` integral formulation, the choice of starting model has minimal impact on the result. However, it **must not be all zeros**, as that would prevent gradient computation during the first iteration. A small constant value is often used.\n",
+ "\n",
+ "- **Reference model (`m_ref`):** Encodes prior geologic knowledge or expectations about the subsurface. If no such prior is available and background structures has been removed from the gravity data, the reference model is typically zero.\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> Both models are defined only over **active cells** (i.e., below surface) and must be 1D NumPy arrays with length equal to the `number of active cells`. \n",
+ "> Density contrast values are expressed in units of $g/cm^3$.\n",
+ "> In linear least-square problems, the inversion converges to a unique solution regardless of the starting point, unlike nonlinear cases where the starting model can affect convergence."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "cf9ba6ff",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Starting model shape (active cells): (227387,), with [0.0001 0.0001 0.0001 ... 0.0001 0.0001 0.0001] density contrast (g/cc) model\n",
+ "\n",
+ "Reference model shape (active cells): (227387,), with [0. 0. 0. ... 0. 0. 0.] density contrast (g/cc) model\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Reference model: zero density contrast (background assumption)\n",
+ "m_ref = np.zeros(n_actives)\n",
+ "\n",
+ "# Starting model: small uniform density contrast across all active cells as an initial guess\n",
+ "m_start = np.ones(active.sum()) * 1e-4\n",
+ "\n",
+ "# Print the starting model shape and values for verification\n",
+ "print(\n",
+ " f\"Starting model shape (active cells): {m_start.shape}, with {m_start} density contrast (g/cc) model\\n\"\n",
+ ")\n",
+ "\n",
+ "# Print the reference model shape and values for verification\n",
+ "print(\n",
+ " f\"Reference model shape (active cells): {m_ref.shape}, with {m_ref} density contrast (g/cc) model\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "619c00ec-eae0-4239-9272-9500df458634",
+ "metadata": {},
+ "source": [
+ "### Define the Survey\n",
+ "\n",
+ "Next, we define *survey configuration*. Gravity surveys are relatively straightforward to define. The setup includes three core objects:\n",
+ "\n",
+ "- **Receivers**: specify the 3D coordinates $[X, Y, Z]$ of each observation location and the physical quantity being measured (e.g., the vertical gravity component `gz`). We are not using gravity gradient data in this case. \n",
+ "- **Source field**: although gravity is a **passive method** (i.e., there’s no physical source injecting energy), SimPEG still uses a `SourceField` object to associated the receivers and measured component (e.g., `\"gz\"`) with the source field. \n",
+ "- **Survey**: brings the receivers and source together into a structure that the simulation uses. \n",
+ "\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> \n",
+ "> The `SourceField` object is required by the `potential_fields` simulation framework.\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "a2093b8c-cdb1-40d8-9a9f-7a5f650858c2",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Use the measured data locations and components to define receivers for the entire survey in one step\n",
+ "# The set of receivers, even if it's only 1, are organized within a list\n",
+ "receiver_list = potential_fields.gravity.receivers.Point(\n",
+ " grav_survey[:, :3], # [X, Y, Z] coordinates\n",
+ " components=[\n",
+ " \"gz\"\n",
+ " ], # Component(s) of the field we want to simulate as strings within a list\n",
+ ")\n",
+ "\n",
+ "# Defining the source - For gravity surveys, we simply need to specific the list of\n",
+ "# receivers associated with the source field\n",
+ "source_field = potential_fields.gravity.sources.SourceField(receiver_list=receiver_list)\n",
+ "\n",
+ "# Define the survey\n",
+ "survey = potential_fields.gravity.survey.Survey(source_field)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "ed7b1090",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Number of data points (nD): 992\n",
+ "\n",
+ "Source field object:\n",
+ "\n",
+ "\n",
+ "Receiver object:\n",
+ "[]\n",
+ "\n",
+ "First 5 receiver locations (X, Y, Z):\n",
+ "[[7.4815181e+05 6.4163205e+06 3.8031000e+02]\n",
+ " [7.4803416e+05 6.4163085e+06 3.8062000e+02]\n",
+ " [7.4799406e+05 6.4163130e+06 3.8057000e+02]\n",
+ " [7.4770900e+05 6.4163100e+06 3.8026000e+02]\n",
+ " [7.4741675e+05 6.4163100e+06 3.7574000e+02]]\n"
+ ]
+ }
+ ],
+ "source": [
+ "# check the characteristics of the survey\n",
+ "\n",
+ "print(f\"Number of data points (nD): {survey.nD}\")\n",
+ "print(\"\\nSource field object:\")\n",
+ "print(survey.source_field)\n",
+ "print(\"\\nReceiver object:\")\n",
+ "print(survey.source_field.receiver_list)\n",
+ "print(\"\\nFirst 5 receiver locations (X, Y, Z):\")\n",
+ "print(receiver_list.locations[:5, :])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "afe5978c",
+ "metadata": {},
+ "source": [
+ "### Define the Forward Simulation\n",
+ "\n",
+ "We now define **how to simulate the physical (forward) response** of our model at the receiver locations.\n",
+ "\n",
+ "In SimPEG, this is done by creating a simulation object. In this case, using the 3D integral formulation. \n",
+ "\n",
+ "The simulation object must be linked to:\n",
+ "- The `survey` (receiver locations and data type)\n",
+ "- The `mesh` (discretization of the model domain)\n",
+ "- The `active cells` (subsurface-only)\n",
+ "- The `model mapping` (from model parameters to physical properties)\n",
+ "\n",
+ "These elements are passed as arguments to the `simulation` class. Additional parameters can be configured to control solver behavior and memory usage."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "69bb3838",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the forward simulation\n",
+ "simulation = potential_fields.gravity.simulation.Simulation3DIntegral(\n",
+ " survey=survey,\n",
+ " mesh=grav_octree,\n",
+ " active_cells=active,\n",
+ " rhoMap=model_map,\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "00ea9a70-2024-442e-bb4d-868401ef14f7",
+ "metadata": {},
+ "source": [
+ "### Define Data and Uncertainties\n",
+ "\n",
+ "We can create a `SimPEG.Data` that defines the observed data and uncertainties.\n",
+ "\n",
+ "Uncertainty can be specified in one of two ways:\n",
+ "- A **combination** of `relative_error` (percent of each datum) and `noise_floor` (fixed small value to avoid numerical instability near zero)\n",
+ "- A **direct** `standard_deviation` value per datum, which defines the total uncertainty (𝜀) assuming Gaussian noise\n",
+ "\n",
+ "By setting `standard_deviation`, we bypass the combination of relative and floor errors and explicitly provide the expected noise level.\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> - For gravity data, the uncertainty floor can be chosen based on some knowledge of the instrument error, or as some fraction of the largest anomaly value. \n",
+ "> - In this tutorial, we use $2.5$% of the maximum gravity anomaly. For gravity gradiometry, different floors may be set per component.\n",
+ "> - In SimPEG, gravity anomaly values are in units `mGal`.\n",
+ "\n",
+ "### Z Convention in Gravity Data\n",
+ "\n",
+ "* SimPEG uses a `right-handed coordinate system` to simulate `gravity anomaly data` where **_Z is positive upward!!!_** Be aware of this when using gravity data to infer the locations of more and less dense structures: \n",
+ " * For example, a denser structure increases gravitational pull downward (−Z), resulting in a negative anomaly in SimPEG's convention. \n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "c10c3ce4-fa3d-43a7-9305-8f91aa3a529d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Absolute Maximum Anomaly: 0.897 mGal\n",
+ "Assigned Uncertainty: 0.022425 mGal\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Observed data\n",
+ "dobs = grav_survey[:, -1] * -1 # Observed gravity values (mGal)\n",
+ "# using righ-handed coordinate system required in SimPEG\n",
+ "# Assigning uncertainty\n",
+ "maximum_anomaly = np.max(np.abs(dobs)) # Maximum absolute value of the gravity anomaly\n",
+ "floor_uncertainty = 0.025 * maximum_anomaly # Fixed uncertainty (noise floor)\n",
+ "uncertainties = floor_uncertainty * np.ones(\n",
+ " np.shape(dobs)\n",
+ ") # Assign a constant uncertainty to all data points\n",
+ "\n",
+ "print(f\"Absolute Maximum Anomaly: {maximum_anomaly} mGal\")\n",
+ "print(f\"Assigned Uncertainty: {floor_uncertainty} mGal\")\n",
+ "\n",
+ "# Create a Data object linking the survey, observations, and assumed noise level\n",
+ "data = simpeg.Data(\n",
+ " survey=survey, # The survey object defining the survey geometry; i.e. sources, receivers, data type.\n",
+ " dobs=dobs, # Observed gravity values (mGal)\n",
+ " standard_deviation=uncertainties, # Fixed uncertainty (standard deviation of Gaussian noise) per datum in data units (mGal)\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "53b12aef",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot gravity profile and assigned uncertainties along a N-S profile\n",
+ "\n",
+ "# Choose an Easting value to extract the N-S profile\n",
+ "target_easting, tol = 746800, 100 # X coordinate and tolerance in meters\n",
+ "\n",
+ "# Select points near the vertical profile\n",
+ "mask = np.abs(grav_survey[:, 0] - target_easting) < tol\n",
+ "y, g_obs, g_err = grav_survey[mask, 1], grav_survey[mask, -1], uncertainties[mask]\n",
+ "\n",
+ "# Sort by Northing (for better plot)\n",
+ "sort_idx = np.argsort(y)\n",
+ "y = y[sort_idx]\n",
+ "g_obs = g_obs[sort_idx]\n",
+ "g_err = g_err[sort_idx]\n",
+ "\n",
+ "# Plot\n",
+ "plt.figure(figsize=(18, 5))\n",
+ "plt.errorbar(\n",
+ " y,\n",
+ " g_obs,\n",
+ " yerr=g_err,\n",
+ " fmt=\"o-\",\n",
+ " color=\"darkgreen\",\n",
+ " capsize=4,\n",
+ " label=\"Observed Gravity Anomaly ± Uncertainty\",\n",
+ ")\n",
+ "\n",
+ "plt.title(f\"N-S Gravity Profile at Easting ≈ {target_easting} m\")\n",
+ "plt.xlabel(\"Northing (m)\")\n",
+ "plt.ylabel(\"Terrain-Corrected Gravity Anomaly (mGal)\")\n",
+ "plt.grid(True, linestyle=\"--\", alpha=0.5)\n",
+ "plt.legend()\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "666f09d7-c17d-4abf-a76c-5b3287b74ae5",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "\n",
+ "### The Objective Function\n",
+ "\n",
+ "#### Data Misfit Function\n",
+ "\n",
+ "In inversion, we seek a model $ \\mathbf{m} $ that best explains the observed data. \n",
+ "This is quantified by the **data misfit function**.\n",
+ "\n",
+ "The objective function is:\n",
+ "\n",
+ "$$\n",
+ "\\phi(m) = \\phi_d + \\beta \\, \\phi_m\n",
+ "$$\n",
+ "\n",
+ "Where: \n",
+ "- $ \\phi_d $ is the **data misfit** \n",
+ "- $ \\phi_m $ is the **regularization** \n",
+ "- $ \\beta $ balances data fit and model complexity\n",
+ "\n",
+ "The data misfit $ \\phi_d $, using a least-squares formulation, is defined as:\n",
+ "\n",
+ "$$\n",
+ "\\phi_d = \\left\\| W_d \\left( \\mathbf{d}_{\\text{obs}} - \\mathbf{d}_{\\text{pred}} \\right) \\right\\|_2^2\n",
+ "$$\n",
+ "\n",
+ "With: \n",
+ "- $ \\mathbf{d}_{\\text{obs}} $ = observed data \n",
+ "- $ \\mathbf{d}_{\\text{pred}} $ = predicted data from the forward model \n",
+ "- $ W_d $ = diagonal weighting matrix, typically $ 1 / \\epsilon_i $, where $ \\epsilon_i $ is the uncertainty for each datum\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "25897b8c-0890-43e2-8b1c-f3510825f9ff",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the data misfit function\n",
+ "# Quantifies the difference between observed and predicted data\n",
+ "# using the L2 norm, which is suitable for Gaussian noise assumptions.\n",
+ "data_misfit = simpeg.data_misfit.L2DataMisfit(data=data, simulation=simulation)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "08a89b80-5505-4a0e-8f73-673eec715002",
+ "metadata": {},
+ "source": [
+ "#### Regularization Function\n",
+ "\n",
+ "To stabilize the inversion and constrain the solution, we add a **regularization term $\\phi_m$** that incorporates prior assumptions about the model.\n",
+ "\n",
+ "We use SimPEG’s `Sparse` regularizer, which allows a **weighted least squares formulation**. It uses an **Iteratively Reweighted Least Squares (IRLS)** strategy to promote **sparsity** in the model and adapt the weighting during inversion.\n",
+ "\n",
+ "The regularization combines:\n",
+ "- A **smallness** term to keep the model close to a reference (here, density contrast equal to 0.0 $g/cm^3$)\n",
+ "- A **smoothness** term to control spatial variations in the x, y, and z directions\n",
+ "\n",
+ "In our setup:\n",
+ "\n",
+ "- `norms = [0, 2, 2, 2]`\n",
+ " - `0`-norm for smallness encourages **compact bodies**\n",
+ " - `2`-norm for smoothness enforces **smooth, continuous changes** in all directions\n",
+ "- `alpha_s`, `alpha_x`, `alpha_y`, `alpha_z` control the relative importance of each term\n",
+ " - Using the function's defaults for all terms, but these can be adjusted based on prior knowledge or desired model characteristics\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "f03eb65f-d8d1-4ef8-ad19-296b97050fb0",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the regularization (Sparse + smoothness)\n",
+ "regularization = simpeg.regularization.Sparse(\n",
+ " mesh=grav_octree, # The octree mesh used for inversion\n",
+ " active_cells=active, # The active cells (subsurface) previously defined\n",
+ " reference_model=m_ref, # Our previously assigned zero density contrast model m_ref\n",
+ " # Smallness term parameters\n",
+ " # alpha_s=1, # Scaling constant for the smallness regularization term\n",
+ " # Smoothness term parameters\n",
+ " # alpha_x=1, # Scaling constants for the first order smoothness\n",
+ " # alpha_y=1, # along x, y and z, respectively\n",
+ " # alpha_z=1, # If set to None, the scaling constant is set automatically\n",
+ " # according to the value of the length_scale parameter\n",
+ " # length_scale_x=1, # Multiplier constant for smoothness\n",
+ " # length_scale_y=1, # along x,y,z relative to base scale length\n",
+ " # length_scale_z=1, # These are equal to sqrt(alpha_x/base cell size_x) for component X and so on\n",
+ " # Model norms\n",
+ " norms=[0, 2, 2, 2], # L0 norm for smallness, L2 norm for smoothness (x, y, z)\n",
+ " # Must all be within the interval [0, 2].\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "544de5c6-b7b5-4874-8533-951165350403",
+ "metadata": {},
+ "source": [
+ "### Inversion Directives\n",
+ "\n",
+ "In SimPEG, **directives** control various steps during the inversion process, such as setting the trade-off parameter, updating weights, and managing the solver.\n",
+ "\n",
+ "Directive objects are stored in a **`list`**, and SimPEG calls them **in sequence** at the start and after each model update. \n",
+ "\n",
+ "Our setup includes:\n",
+ "\n",
+ "- **`UpdateIRLS`** \n",
+ " Iteratively updates weights for the sparse regularization using **Iteratively Reweighted Least Squares (IRLS)**. This promotes `compact` or `blocky` structures. Here, we allow up to **25 IRLS iterations**.\n",
+ "\n",
+ "\n",
+ "- **`UpdateSensitivityWeights`** \n",
+ " Defines how sensitivity-based weights are computed for regularization. These weights help ensure that all cells of the model have a fair chance of being adjusted during inversion, even if their initial sensitivities are low, accounting for the natural decay in sensitivity with depth or distance from the data. Applied once before inversion (`every_iteration=False`), ensuring all regions are fairly weighted.\n",
+ "\n",
+ "- **`BetaEstimate_ByEig`** \n",
+ " Sets the initial trade-off parameter $\\beta_0$ by analyzing the sensitivity (Jacobian) matrix, which describes how model changes affect the predicted data. It selects the largest eigenvalue of this matrix and multiplies it by `beta0_ratio = 10`, ensuring that the data misfit and regularization term start on comparable scales in the objective function. This avoids overfitting or underfitting early in the inversion and leads to a more stable solution. \n",
+ "\n",
+ "- **`UpdatePreconditioner`** \n",
+ " Updates the matrix preconditioner used by the solver to speed up convergence of the linear system. \n",
+ " Recomputing it (`update_every_iteration=True`) ensures efficient solving as the model evolves during inversion.\n",
+ "\n",
+ "These directives are grouped into a `directives_list` and passed to the inversion routine. \n",
+ " \n",
+ "For this inversion with a non-L2 norm, we don’t use the `BetaSchedule` and `TargetMisfit` directives. Here, the beta cooling schedule can be set in the `UpdateIRLS` directive using the `coolingFactor` and `coolingRate` properties. The target misfit for the L2 portion of the IRLS approach can be set with the `chifact_start` property. If not specified, defaults for the function are used.\n",
+ " \n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> - **The order matters**. SimPEG will raise an error if directives are incorrectly ordered.\n",
+ "> - A **preconditioner** transforms the inversion system into an equivalent form with better numerical properties, enabling the solver to converge **faster and more reliably**.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "id": "f3adfe59-0b12-488d-992f-e6069290d50c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Set up inversion directives\n",
+ "\n",
+ "# Directive 1 - Set up IRLS to promote sparsity in the model\n",
+ "update_irls = simpeg.directives.UpdateIRLS(\n",
+ " # cooling_factor=2, # Default values but you can decide if you want something different\n",
+ " # cooling_rate=1,\n",
+ " # chifact_start=1.0,\n",
+ " max_irls_iterations=25\n",
+ ")\n",
+ "\n",
+ "# Directive 2 - Apply sensitivity-based weighting\n",
+ "sensitivity_weights = simpeg.directives.UpdateSensitivityWeights(every_iteration=False)\n",
+ "\n",
+ "# Directive 3 - Estimate initial trade-off parameter β₀ from largest eigenvalue of the Jacobian\n",
+ "starting_beta = simpeg.directives.BetaEstimate_ByEig(beta0_ratio=10)\n",
+ "\n",
+ "# Directive 4 - Update preconditioner at every iteration for faster convergence\n",
+ "update_jacobi = simpeg.directives.UpdatePreconditioner(update_every_iteration=True)\n",
+ "\n",
+ "# Directive 5 - Track and save output at each iteration\n",
+ "save_out = simpeg.directives.SaveOutputEveryIteration(\n",
+ " name=\"iterations_gravity\"\n",
+ ") # Saves in the current working directory\n",
+ "\n",
+ "# Directives in required order\n",
+ "directives_list = [\n",
+ " update_irls, # IRLS loop for sparsity\n",
+ " sensitivity_weights, # Must come before beta\n",
+ " starting_beta, # Needs sensitivity weights\n",
+ " update_jacobi, # Solver preconditioning\n",
+ " save_out, # Save models and predicted data at every iteration\n",
+ "]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b7106e36-6c53-4cbe-bce8-573f7c40fc44",
+ "metadata": {},
+ "source": [
+ "### Define the Optimization Algorithm and Run the Inversion\n",
+ "\n",
+ "We now configure and run the inversion by combining the components defined earlier.\n",
+ "\n",
+ "- **`ProjectedGNCG` optimizer** \n",
+ " - A projected gradient-based solver suitable for large linear and/or non-linear problems. \n",
+ " - Note that this opimization class allows the user to set upper and lower bounds for the recovered model using the `upper` and `lower` properties inside the function. \n",
+ " - Here, we will limit the number of iterations to **25**.\n",
+ "\n",
+ "- **`BaseInvProblem`** \n",
+ " Combines the **data misfit**, **regularization**, and **optimization strategy** into a single inversion object.\n",
+ "\n",
+ "- **`BaseInversion`** \n",
+ " Wraps the inversion problem and applies the **directive list** to control updates (e.g., $\\beta$, IRLS, preconditioner).\n",
+ "\n",
+ "- **Starting model** \n",
+ " We start with a uniform model with density contrast of **$1 \\times 10^{-4}$ g/cc** across all active cells.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "id": "320a8dda",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Running inversion with SimPEG v0.22.2.dev43+gcd269b4c1.d20241026\n",
+ "[########################################] | 100% Completed | 8.71 ss\n",
+ "simpeg.SaveOutputEveryIteration will save your inversion progress as: '###-iterations_gravity-2025-08-07-12-22.txt'\n",
+ "model has any nan: 0\n",
+ "=============================== Projected GNCG ===============================\n",
+ " # beta phi_d phi_m f |proj(x-g)-x| LS Comment \n",
+ "-----------------------------------------------------------------------------\n",
+ "x0 has any nan: 0\n",
+ " 0 1.40e+02 1.01e+05 2.81e+00 1.01e+05 1.11e+06 0 \n",
+ " 1 6.99e+01 8.02e+04 7.29e+01 8.53e+04 4.35e+05 0 \n",
+ " 2 3.49e+01 6.92e+04 1.87e+02 7.58e+04 3.31e+05 0 Skip BFGS \n",
+ " 3 1.75e+01 5.78e+04 4.24e+02 6.52e+04 2.27e+05 0 Skip BFGS \n",
+ " 4 8.74e+00 4.62e+04 9.00e+02 5.41e+04 1.45e+05 0 Skip BFGS \n",
+ " 5 4.37e+00 3.50e+04 1.82e+03 4.30e+04 8.76e+04 0 Skip BFGS \n",
+ " 6 2.18e+00 2.50e+04 3.46e+03 3.25e+04 5.01e+04 0 Skip BFGS \n",
+ " 7 1.09e+00 1.69e+04 6.08e+03 2.35e+04 2.73e+04 0 Skip BFGS \n",
+ " 8 5.46e-01 1.09e+04 9.89e+03 1.63e+04 2.42e+04 0 Skip BFGS \n",
+ " 9 2.73e-01 6.33e+03 1.54e+04 1.05e+04 1.12e+04 0 Skip BFGS \n",
+ " 10 1.37e-01 3.21e+03 2.25e+04 6.28e+03 1.17e+04 0 Skip BFGS \n",
+ " 11 6.83e-02 1.87e+03 2.82e+04 3.79e+03 1.47e+04 0 Skip BFGS \n",
+ " 12 3.41e-02 1.38e+03 3.10e+04 2.44e+03 1.25e+04 0 \n",
+ " 13 1.71e-02 1.00e+03 3.45e+04 1.59e+03 1.12e+04 0 \n",
+ "Reached starting chifact with l2-norm regularization: Start IRLS steps...\n",
+ "irls_threshold 0.10178377373574017\n",
+ " 14 1.71e-02 7.73e+02 7.34e+04 2.03e+03 1.21e+04 0 \n",
+ " 15 2.99e-02 6.57e+02 8.67e+04 3.25e+03 5.55e+03 0 \n",
+ " 16 5.16e-02 6.86e+02 9.60e+04 5.64e+03 4.61e+03 0 \n",
+ " 17 4.15e-02 1.15e+03 9.64e+04 5.16e+03 8.03e+03 0 \n",
+ " 18 4.15e-02 1.03e+03 1.19e+05 5.98e+03 4.48e+03 0 \n",
+ " 19 2.94e-02 1.49e+03 1.42e+05 5.66e+03 4.02e+03 0 \n",
+ " 20 2.32e-02 1.19e+03 1.91e+05 5.62e+03 3.87e+03 0 \n",
+ " 21 1.63e-02 1.51e+03 2.08e+05 4.91e+03 5.13e+03 0 \n",
+ " 22 1.33e-02 1.13e+03 2.49e+05 4.45e+03 9.00e+03 0 \n",
+ " 23 1.01e-02 1.30e+03 2.37e+05 3.68e+03 5.20e+03 0 \n",
+ " 24 1.01e-02 1.00e+03 2.59e+05 3.61e+03 8.76e+03 0 \n",
+ " 25 7.75e-03 1.25e+03 2.15e+05 2.92e+03 6.77e+03 0 \n",
+ "------------------------- STOP! -------------------------\n",
+ "1 : |fc-fOld| = 6.8956e+02 <= tolF*(1+|f0|) = 1.0128e+04\n",
+ "0 : |xc-x_last| = 1.4184e+00 <= tolX*(1+|x0|) = 1.0477e-01\n",
+ "0 : |proj(x-g)-x| = 6.7677e+03 <= tolG = 1.0000e-01\n",
+ "0 : |proj(x-g)-x| = 6.7677e+03 <= 1e3*eps = 1.0000e-02\n",
+ "1 : maxIter = 25 <= iter = 25\n",
+ "------------------------- DONE! -------------------------\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Define the optimization algorithm\n",
+ "optimizer = simpeg.optimization.ProjectedGNCG(maxIter=25)\n",
+ "\n",
+ "# Define an inverse problem, the inversion and run\n",
+ "inv_problem = simpeg.inverse_problem.BaseInvProblem(\n",
+ " data_misfit, regularization, optimizer\n",
+ ")\n",
+ "\n",
+ "# The inversion object\n",
+ "inversion = simpeg.inversion.BaseInversion(inv_problem, directives_list)\n",
+ "\n",
+ "# Run the inversion\n",
+ "rec_model = inversion.run(m_start) # m_start is the initial model previously defined"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7367e3d2",
+ "metadata": {},
+ "source": [
+ "## Results\n",
+ "\n",
+ "### Analysing Convergence\n",
+ "Plot data misfit and model norms at each iteration to assess convergence and stability.\n",
+ "Keep it in mind that $\\phi(m) = \\phi_d + \\beta \\, \\phi_m$ and a beta cooling schedule is applied during the inversion."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "3b096d20",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the data misfit and and model norm evolution across iterations\n",
+ "# Uses SimPEG plotting utilities (basic plotting)\n",
+ "save_out.plot_misfit_curves(dpi=300)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b2d30ce8-689b-4d39-8846-a766dba5b774",
+ "metadata": {},
+ "source": [
+ "### Data fit\n",
+ "\n",
+ "#### Map view\n",
+ "\n",
+ "Before interpreting the results, it’s essential to validate the quality of the data fit. We want to make sure that most of the signal is captured, leaving only behind random noise (residuals).\n",
+ "\n",
+ "> ⚠️ Without a good fit to the data, any interpretation of the recovered 3D density model may be misleading."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "72530ca4",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Validate observed vs predicted vs residual\n",
+ "fig, axes = plt.subplots(1, 3, figsize=(18, 5), constrained_layout=True)\n",
+ "\n",
+ "titles = [\"Observed (mGal)\", \"Predicted (mGal)\", \"Residual (mGal)\"]\n",
+ "\n",
+ "# Predicted data back to original convention (i.e. dpred times -1) for plotting\n",
+ "dpred = inv_problem.dpred[0]\n",
+ "dpred_orig = dpred * -1\n",
+ "\n",
+ "# Compute residual\n",
+ "residual = grav_survey[:, -1] - dpred_orig\n",
+ "\n",
+ "data_list = [\n",
+ " grav_survey[:, -1], # Observed\n",
+ " dpred_orig, # Predicted (original sign convention)\n",
+ " residual, # Residual\n",
+ "]\n",
+ "\n",
+ "for ax, title, data in zip(axes, titles, data_list, strict=False):\n",
+ " if data is residual:\n",
+ " vlim = np.nanmax(np.abs(data))\n",
+ " norm = mcolors.TwoSlopeNorm(vmin=-vlim, vcenter=0, vmax=vlim)\n",
+ " contourOpts = {\"cmap\": \"RdBu_r\", \"norm\": norm}\n",
+ " else:\n",
+ " contourOpts = {\"cmap\": cc.m_CET_R2}\n",
+ " im = plot2Ddata(\n",
+ " grav_survey[:, :2], data, ax=ax, ncontour=20, contourOpts=contourOpts\n",
+ " )\n",
+ " ax.set_title(title)\n",
+ " ax.set_xlabel(\"Easting (m)\")\n",
+ " ax.set_ylabel(\"Northing (m)\")\n",
+ " plt.colorbar(im[0], ax=ax, orientation=\"vertical\")\n",
+ "\n",
+ "plt.suptitle(\"Observed vs Predicted Gravity and Residuals\", fontsize=16, y=1.05)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e48d5999",
+ "metadata": {},
+ "source": [
+ "#### Profile Plot\n",
+ "\n",
+ "It is always useful to plot the results along a selected profile to visualize the observed and predicted data and data uncertainties. It helps with assessing the quality of the fit, potential overfit or underfit."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "id": "39414a23",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Inputs\n",
+ "xy, obs, pred, err = grav_survey[:, :2], grav_survey[:, -1], dpred_orig, uncertainties\n",
+ "profile_east, grid_res = 747500, 50 # Profile location and resolution\n",
+ "\n",
+ "# Attention: This is an interpolated profile plot, not a direct data extraction\n",
+ "# Create regular grid\n",
+ "xi = np.arange(xy[:, 0].min(), xy[:, 0].max(), grid_res)\n",
+ "yi = np.arange(xy[:, 1].min(), xy[:, 1].max(), grid_res)\n",
+ "grid_x, grid_y = np.meshgrid(xi, yi)\n",
+ "\n",
+ "# Interpolate to grid\n",
+ "obs_grid = griddata(xy, obs, (grid_x, grid_y), method=\"linear\")\n",
+ "pred_grid = griddata(xy, pred, (grid_x, grid_y), method=\"linear\")\n",
+ "err_grid = griddata(xy, err, (grid_x, grid_y), method=\"linear\")\n",
+ "\n",
+ "# Extract profile at closest Easting\n",
+ "col_idx = np.argmin(np.abs(xi - profile_east))\n",
+ "\n",
+ "y_profile = yi\n",
+ "obs_profile = obs_grid[:, col_idx]\n",
+ "pred_profile = pred_grid[:, col_idx]\n",
+ "err_profile = err_grid[:, col_idx]\n",
+ "\n",
+ "# Remove NaNs (from interpolation gaps)\n",
+ "mask = ~np.isnan(obs_profile) & ~np.isnan(pred_profile) & ~np.isnan(err_profile)\n",
+ "y_profile, obs_profile, pred_profile, err_profile = (\n",
+ " y_profile[mask],\n",
+ " obs_profile[mask],\n",
+ " pred_profile[mask],\n",
+ " err_profile[mask],\n",
+ ")\n",
+ "\n",
+ "# Plot\n",
+ "plt.figure(figsize=(18, 5))\n",
+ "plt.errorbar(\n",
+ " y_profile,\n",
+ " obs_profile,\n",
+ " yerr=err_profile,\n",
+ " fmt=\"o\",\n",
+ " color=\"k\",\n",
+ " capsize=5,\n",
+ " label=\"Observed ±std\",\n",
+ ")\n",
+ "plt.plot(y_profile, pred_profile, \"-\", color=\"crimson\", lw=2, label=\"Predicted\")\n",
+ "\n",
+ "plt.xlabel(\"Northing (m)\")\n",
+ "plt.ylabel(\"Gravity Anomaly (mGal)\")\n",
+ "plt.title(f\"Interpolated N-S Profile at Easting ≈ {profile_east} m\")\n",
+ "plt.grid(True)\n",
+ "plt.legend()\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "47f1ec18-c7d5-4932-8648-001a99be8e44",
+ "metadata": {},
+ "source": [
+ "While there might still be some correlated signal in the residuals, overall the data fit is good. \n",
+ "We can move on to interpretating the model.\n",
+ "\n",
+ "### Models\n",
+ "\n",
+ "The inversion took 13 iterations to reach the target misfit, followed by 12 iterations to increase sparsity. The figure below shows horizontal and vertical sections through both solutions. \n",
+ "\n",
+ "See the [Regularization Section](https://mirageoscience-simpeg-drivers.readthedocs-hosted.com/en/geopy-2297/inversion/regularization.html#regularization) for more details on sparsity constraints."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "f9fe4ed1",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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IsRSVMnjwYG3fvr0uXrxYFy9erO3bt9czzjjDdp0HHnhA09PTddasWbpq1Sr9wx/+oI0bN9aCgoJQndNOO027deumS5cu1Y0bN+p9992nPp9PV6xYEe8h2YrXeBcvXqx169bVCRMm6OrVq3X9+vX6yiuv6MGDB+M9JEfxGnOZyZMn6+mnn64iorNnz47TKComHmNetWqVDh06VOfMmaNff/21vvvuu9qmTRs999xzD8eQwrz44ouamJio06ZN07Vr1+qNN96oaWlp+s0331jW37Rpk6ampuqNN96oa9eu1WnTpmliYqK++uqroTqLFy9Wv9+v48eP13Xr1un48eM1ISFBP/7448M1LFvxGPPFF1+sjz76qH722We6bt06/dOf/qQZGRn63XffHa5h2YrHmMts2bJFmzRpor1799bf//73cR6Je/EYc2FhoZ5wwgn6u9/9Tj/66CPdsmWLfvjhh7py5crDNSxb8Rjzs88+q4FAQJ977jndvHmzvv3229q4cWMdNWrU4RoW9MiLsVSJs4izoiPOIs4izqp+R1qc5ZUYi2RXJaxdu1ZFJOwiu2TJEhUR/fLLLy3XCQaDmpOTow888ECo7ODBg5qRkaGPP/54qCwtLU1nzpwZtm79+vX1ySefrOJRuBfP8fbo0UPvuuuu+HW+kuI5ZlXVlStXatOmTXXbtm01JgiL95jLe/nllzUpKUmLi4urbgAudO/eXa+55pqwsmOOOUbvuOMOy/q33XabHnPMMWFlw4cP1xNPPDH0+oILLtDBgweH1Rk0aJBeeOGFVdTr2MRjzJFKSko0PT1dn3766dg7XAXiNeaSkhLt2bOnPvnkk3rZZZfVqCAsHmOeOnWqtmrVSouKiqq+w1UgHmMeMWKEnnrqqWF1br75Zu3Vq1cV9RpOjrQYS5U4qwxxlhlxFnGWKnFWTXCkxVleibH4M8ZKWLJkiWRkZEiPHj1CZSeeeKJkZGTI4sWLLdfZvHmz5Ofny8CBA0NlgUBA+vTpE7ZOr1695KWXXpJffvlFgsGgvPjii1JYWCh9+/aN23icxGu827dvl6VLl0pWVpacfPLJkp2dLX369JGPPvoovgNyIZ7HeP/+/XLRRRfJI488Ijk5OfEbRAXFc8yRdu/eLXXr1pWEhISqG4CDoqIiWb58eVhfRUQGDhwYta9Lliwx1R80aJB8+umnUlxcbFvHbvyHS7zGHGn//v1SXFws9evXr5qOxyCeY7733nulUaNGcuWVV1Z9x2MQrzHPmTNHTjrpJBkxYoRkZ2dL+/btZfz48VJaWhqfgVRAvMbcq1cvWb58eejPRTZt2iRz586VIUOGxGEUsHKkxVgixFlliLPMiLOIs0SIs6rbkRZneSnGItlVCfn5+ZKVlWUqz8rKkvz8/KjriIhkZ2eHlWdnZ4et89JLL0lJSYk0aNBAAoGADB8+XGbPni1HHXVUFY6gYuI13k2bNomIyLhx4+Tqq6+Wt956S44//njp37+/bNiwoSqHUGHxPMY33XSTnHzyyfL73/++Cnscu3iOubwdO3bIfffdJ8OHD4+xxxXz888/S2lpaYX6mp+fb1m/pKREfv75Z9s60do8nOI15kh33HGHNGnSRE477bSq6XgM4jXm//3vfzJ9+nSZNm1afDoeg3iNedOmTfLqq69KaWmpzJ07V+666y75+9//Lvfff398BlIB8RrzhRdeKPfdd5/06tVLEhMT5aijjpJ+/frJHXfcEZ+BwORIi7FEiLPKI84yryNCnEWcRZxVnY60OMtLMRbJrnLGjRsnhmHY/nz66aciImIYhml9VbUsLy9yeeQ6d911l+zcuVPeeecd+fTTT+Xmm2+W888/X1atWlUFIwxX3eMNBoMiIjJ8+HD505/+JF26dJGHHnpI2rZtK0899VRVDNGkusc8Z84cWbhwoUyZMqVqBuRCdY+5vIKCAhkyZIgce+yxMnbs2BhGVXlu+2pXP7K8om0ebvEYc5mJEyfKCy+8IK+99pokJydXQW+rRlWOec+ePXLppZfKtGnTpGHDhlXf2SpS1cc5GAxKVlaWPPHEE9K1a1e58MIL5c4775SpU6dWcc8rr6rH/P7778v9998vjz32mKxYsUJee+01eeONN+S+++6r4p4feWrCvehwxlgi1T9m4qzDo7rHXB5xVvUgziLOclu/fHlNj7O8EGMdvu+21gIjR46UCy+80LZOixYt5IsvvpAff/zRtOynn34yZTTLlH2NOj8/Xxo3bhwq3759e2idjRs3yiOPPCKrV6+W4447TkREOnXqJB9++KE8+uijtk+tqIzqHm9Z+bHHHhu2brt27WTr1q3uB1IB1T3mhQsXysaNG6VevXph65577rnSu3dvef/99yswGneqe8xl9uzZI4MHD5Y6derI7NmzJTExsaJDiUnDhg3F7/ebPpGw6muZnJwcy/oJCQnSoEED2zrR2jyc4jXmMpMmTZLx48fLO++8Ix07dqzazldSPMa8Zs0a2bJli5x55pmh5WW/RCYkJMhXX31Vrd8Middxbty4sSQmJorf7w/VadeuneTn50tRUZEkJSVV8Ujci9eY7777bhk2bJhcddVVIiLSoUMH2bdvn/zf//2f3HnnneLz8RlhZVX3vehwx1gi1T9m4qxDiLPijzjrEOKscMRZh+rXhjjLSzEWUVs5DRs2lGOOOcb2Jzk5WU466STZvXt32CNgly5dKrt375aTTz7Zsu2WLVtKTk6OLFiwIFRWVFQkixYtCq2zf/9+ERHTgfb7/aE3fFWq7vG2aNFCcnNz5auvvgpbd/369ZKXl1fl4xWp/jHfcccd8sUXX8jKlStDPyIiDz30kMyYMcOTYxb59ZPGgQMHSlJSksyZM6daPplKSkqSrl27hvVVRGTBggVRx3fSSSeZ6s+fP19OOOGEUBAZrU60Ng+neI1ZRORvf/ub3HffffLWW2/JCSecUPWdr6R4jPmYY46RVatWhb1vzzrrLOnXr5+sXLlSmjVrFrfxuBGv49yzZ0/5+uuvw+4/69evl8aNG1drokskfmPev3+/5T1Yf32gTxWO4MhT3feiwx1jiVT/mImziLMOJ+KsQ4izwhFn/aq2xFmeirHiNfO91w0ePFg7duyoS5Ys0SVLlmiHDh1Mjw5u27atvvbaa6HXDzzwgGZkZOhrr72mq1at0osuuijs0cFFRUXaunVr7d27ty5dulS//vprnTRpkhqGoW+++eZhHV+keIxXVfWhhx7SunXr6iuvvKIbNmzQu+66S5OTk/Xrr78+bGOLJl5jjiQ15ClBqvEZc0FBgfbo0UM7dOigX3/9tW7bti30U1JScljHV/YY3enTp+vatWt11KhRmpaWplu2bFFV1TvuuEOHDRsWql/2GN2bbrpJ165dq9OnTzc9Rvd///uf+v1+feCBB3TdunX6wAMP1MhHYlflmB988EFNSkrSV199Nex47tmz57CPz0o8xhyppj0lKB5j3rp1q9apU0dHjhypX331lb7xxhualZWlf/3rXw/7+KzEY8xjx47V9PR0feGFF3TTpk06f/58Peqoo/SCCy447OM7kh1pMZYqcRZx1iHEWcRZxFnEWdXNKzEWya5K2rFjh15yySWanp6u6enpeskll+jOnTvD6oiIzpgxI/Q6GAzq2LFjNScnRwOBgJ5yyim6atWqsHXWr1+vQ4cO1aysLE1NTdWOHTuaHpNdHeI1XlXVCRMmaNOmTTU1NVVPOukk/fDDD+M8GnfiOebINmpKEBaPMb/33nsqIpY/mzdvPjwDK+fRRx/VvLw8TUpK0uOPP14XLVoUWnbZZZdpnz59wuq///772qVLF01KStIWLVro1KlTTW2+8sor2rZtW01MTNRjjjlGZ82aFe9hVEhVjzkvL8/yeI4dO/YwjMadeBzn8mpaEKYanzEvXrxYe/TooYFAQFu1aqX333//Yf/lyU5Vj7m4uFjHjRunRx11lCYnJ2uzZs30uuuuM10HEV9HWoylSpxFnHUIcRZxFnEWcVZN4IUYy1Dle/kAAAAAAADwBubsAgAAAAAAgGeQ7AIAAAAAAIBnkOwCAAAAAACAZ5DsAgAAAAAAgGeQ7AIAAAAAAIBnkOwCAAAAAACAZ5DsAgAAAAAAgGeQ7AIAAAAAAIBnkOwCAAAAAACAZ5DsAgBUmT179ki3bt2kc+fO0qFDB5k2bVp1dwkAAKDWI8YCKsZQVa3uTgAAvKG0tFQKCwslNTVV9u/fL+3bt5dly5ZJgwYNqrtrAAAAtRYxFlAxfLMLQNz07dtXRo0aVd3d8JwdO3ZIVlaWbNmypbq7YuL3+yU1NVVERA4ePCilpaVS/jOV8847TyZPnlxd3QMAwBOIseKDGAvwDpJdgMdcfvnlYhiGGIYhiYmJkp2dLQMGDJCnnnpKgsHgYe3La6+9Jvfdd1/odVUGZvn5+XL99ddLq1atJBAISLNmzeTMM8+Ud999t0raL3M4g0m325owYYKceeaZ0qJFi0pt5/LLL5c77rijUuu6sWvXLunUqZM0bdpUbrvtNmnYsGFo2V/+8he5//77paCgIG7bBwAgHoixiLGcEGMBNQfJLsCDBg8eLNu2bZMtW7bIvHnzpF+/fnLjjTfKGWecISUlJYetH/Xr15f09PQqb3fLli3StWtXWbhwoUycOFFWrVolb731lvTr109GjBhR5dtzUlRUdNi2deDAAZk+fbpcddVVlVo/GAzKm2++Kb///e+ruGeH1KtXTz7//HPZvHmzPP/88/Ljjz+GlnXs2FFatGghzz33XNy2DwBAvBBjHV7EWOGIsYAKUACectlll+nvf/97U/m7776rIqLTpk1TVdVgMKgPPvigtmzZUpOTk7Vjx476yiuvhK3Tp08fvf766/XWW2/VzMxMzc7O1rFjx4bVeeWVV7R9+/aanJys9evX1/79++vevXtD6994442hfolI2M8999yj9evX14MHD4a1OXToUB02bFjUMZ5++unapEmT0HbK27lzp6qqHjx4UK+//npt1KiRBgIB7dmzp37yyScVGp9Vnzdv3qx9+vTRESNG6E033aQNGjTQU045RVVV582bpz179tSMjAytX7++DhkyRL/++mtX+yratiLNmjVLGzZsaLlfVq9erb1799bk5GTt1KmTfvTRRyoiunLlylCdDz74QLOysrS0tFRVVbdv365XX321ZmVlhc6DRYsWqarq5s2bVUR01qxZoXaPP/543bx5s7733nvarVs3TUlJ0b59++qOHTss+3TNNdfoyy+/HFY2btw47d27t2V9AABqKmKsnapKjEWMBdQOJLsAj4kWiKmqdurUSU8//XRVVf3zn/+sxxxzjL711lu6ceNGnTFjhgYCAX3//fdD9fv06aN169bVcePG6fr16/Xpp59WwzB0/vz5qqr6ww8/aEJCgk6ePFk3b96sX3zxhT766KO6Z8+e0PplgdiuXbv0pJNO0quvvlq3bdum27Zt071792pGRkbYjfqnn37SpKQkXbhwoeUYduzYoYZh6Pjx4233ww033KC5ubk6d+5cXbNmjV522WWamZkZFjA4jc+qzyUlJdqnTx+tU6eO3nrrrfrll1/qunXrVFX11Vdf1VmzZun69ev1s88+0zPPPFM7dOigpaWljvsq2rYi3XjjjTp48GBT+erVq7VOnTr65z//WdetW6ezZs3SnJwcTUxM1MLCwlC90aNH65VXXqmqqlu2bNGcnBw977zzdMmSJbp+/XqdNm2arlixQlVVZ8+erSKi/fv31w8//FA/++wzzcvL0169eungwYP1k08+0aVLl2qDBg104sSJqqqan5+vu3fvVlXV3bt367HHHquff/55WF/nzp2rgUDAFIADAFCTEWP9ihiLGAuoDUh2AR5jF4j94Q9/0Hbt2unevXs1OTlZFy9eHLb8yiuv1Isuuij0uk+fPtqrV6+wOt26ddPbb79dVVWXL1+uIqJbtmyx3F75QMzqtarqtddeGwoOVVWnTJmirVq10mAwaNnm0qVLVUT0tddes1yuqrp3715NTEzU5557LlRWVFSkubm5oYDBzfii9blPnz7auXPnqNsvs337dhURXbVqleO+iratSL///e/1iiuuMJX37dtXL7jggrCyc845Rzt16hRWdvTRR+ucOXNU9ddPb/v27Rt1X48bN04zMzP1p59+CpVdfvnl2rx587BPfAcPHqw333yzqqp++umn2qlTJ+3YsaN26NBBH3vsMVO7n3/+ueO+AACgpiHGIsYqQ4wF1HwJ8frzSAA1j6qKYRiydu1aOXjwoAwYMCBseVFRkXTp0iWsrGPHjmGvGzduLNu3bxcRkU6dOkn//v2lQ4cOMmjQIBk4cKCcd955kpmZ6bpPV199tXTr1k2+//57adKkicyYMSM0AWy0MYhI1OUiIhs3bpTi4mLp2bNnqCwxMVG6d+8u69atcz0+OyeccILldu+++275+OOP5eeffw5NVrt161YZNGhQzPtK5Nf5JJKTk8PKtmzZIu+//76sXr06rDwQCEinTp1Cr9etWyffffednHbaabJ161aZN2+erFixIuq+XLlypZx11llhk59u3bpVLrroIklLSwsrGzJkiIiIdO3aVVauXGk7hpSUFBER2b9/v/OAAQCoBYixiLGIsYCahQnqgSPIunXrpGXLlqEA4c0335SVK1eGftauXSuvvvpq2DqJiYlhrw3DCK3v9/tlwYIFMm/ePDn22GPl4YcflrZt28rmzZtd96lLly7SqVMnmTlzpqxYsUJWrVoll19+edT6bdq0EcMwTAFVedGCtbJA1O347JQPRMqceeaZsmPHDpk2bZosXbpUli5dKiK/BrhVsa9ERBo2bCg7d+4MK/v8888lKSlJjjvuuLDydevWSefOnUOv58yZIwMGDJCUlBT57LPPJCkpyRR4R7Z74oknhpWtXLlSevToEXp98OBBWb9+fdh2nPzyyy8iItKoUSPX6wAAUJMRYxFjEWMBNQvJLuAIsXDhQlm1apWce+65cuyxx0ogEJCtW7dK69atw36aNWtWoXYNw5CePXvKPffcE7q5z54927JuUlKSlJaWmsqvuuoqmTFjhjz11FNy2mmn2fahfv36MmjQIHn00Udl3759puW7du2S1q1bS1JSknz00Ueh8uLiYvn000+lXbt2FRpftD5H2rFjh6xbt07uuusu6d+/v7Rr184UMDntKzfb6tKli6xduzaszO/3S0lJiRw8eDBUtmjRIvn888/DPnX8z3/+I2eddZaI/BqAlpSURP3kr6CgQLZs2RIWqH3zzTfyyy+/hJWtWbNGSktLw7bjZPXq1dK0adOwTzMBAKitiLGIsYixgJqHP2MEPKiwsFDy8/OltLRUfvzxR3nrrbdkwoQJcsYZZ8gf//hH8fv9Mnr0aLnpppskGAxKr169pKCgQBYvXix16tSRyy67zNV2li5dKu+++64MHDhQsrKyZOnSpfLTTz9FDXZatGghS5culS1btkidOnWkfv364vP55JJLLpHRo0fLtGnTZObMmY7bfeyxx+Tkk0+W7t27y7333isdO3aUkpISWbBggUydOlXWrVsn1157rdx6661Sv359ad68uUycOFH2798vV155ZYX2pVWfrWRmZkqDBg3kiSeekMaNG8vWrVvljjvuqNC+irZ/yhs0aJCMGTNGdu7cGfp6fteuXSUxMVFuvfVWuemmm2Tt2rUyatQoEZHQp4Hbt2+XZcuWyeuvvy4iIj169JCMjAy59tpr5Y477hBVlQ8++ED69u0rxxxzjHz++efi8/nC/gRh5cqVUq9ePWnRokWo7PPPP5dWrVpV6PHnH374oQwcONB1fQAAagpiLGIsYiyglqiuycIAxEf5xysnJCRoo0aN9LTTTtOnnnoq9Chk1V8fi/2Pf/xD27Ztq4mJidqoUSMdNGhQ6JHIqtaTef7+97/Xyy67TFVV165dq4MGDQo9evroo4/Whx9+OOr6X331lZ544omakpJieuzzsGHDLB+RHc0PP/ygI0aM0Ly8PE1KStImTZroWWedpe+9956qqh44cECvv/56bdiwoe1jse3GF63P0SY5XbBggbZr104DgYB27NhR33//fRURnT17tuO+cto/5Z144on6+OOPh5U999xz2qxZM01LS9NzzjlH//rXv2rr1q1Dy5988knt2bNn2DofffSRnnTSSZqWlqaZmZk6aNAg/eWXX1RV9eGHH9bjjjsurP7YsWO1T58+YWU33HCDnnvuuZb9tHLgwAGtW7euLlmyxPU6AADUBMRY76kqMRYxFlA7GKq//eE1AFSjAQMGSLt27eSf//xndXelxps7d66MHj1aVq9ebfpUUkQkGAxKv379pGfPnjJ+/HgRETnrrLOkV69ecttttx3u7oZ59NFH5T//+Y/Mnz+/WvsBAMCRghjLPWIswDv4M0YA1eqXX36R+fPny8KFC+WRRx6p7u7UCr/73e9kw4YN8v3330uzZs3kgw8+kJ9++km6dOkiP//8s/ztb3+TLVu2hM1V0atXL7nooouqsde/SkxMlIcffri6uwEAgOcRY1UcMRbgHXyzC0C1atGihezcuVPuvvtuGT16dHV3p1Z65ZVX5I477pDvv/9esrOz5bTTTpPx48dLdnZ2dXcNAABUE2Ks2BFjAbUXyS4AAAAAAAB4hvkPkQEAAAAAAIBaimQXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkF1BF/v3vf4thGPLpp59GrbN+/XoZPXq0dO3aVerVqyf169eXnj17yquvvupqG++//74YhiGGYci///1vyzqnnnqqGIYhLVq0qMQoomvRooVcfvnllVrXMAwZN26cq7obN26UQCAgS5YskV27dknTpk2lR48eUlpaaqr70Ucfid/vlzFjxlSqX5X1zTffyBVXXCG5ubkSCASkSZMmcs4559iuc9ddd4lhGNK+fXvTsjfeeEP++Mc/SocOHSQxMVEMw7BsY9y4caHjb/Xz4osvhtXftGmTDB06VOrVqyd16tSRAQMGyIoVK0ztFhQUyJ133ilHH320pKamSpMmTeT888+XNWvWWPbjo48+kt/97neSmZkpKSkp0qZNG7nvvvtsxy9y6D1i9ZOfn++4fqymT58uTZo0kX379sV9WwDgFZHX7oSEBGncuLFceOGFsmHDhuruXq1SFse9//77tvXK73OruqoqrVu3FsMwpG/fvlXax4rEbOVt2bLFNj6N9OGHH0ogEJBvvvlGNm/eLOnp6XLuueda1n3++efFMAz517/+VeF+xWL16tVy/vnnS6NGjSQQCEiLFi3kuuuus13n0ksvFcMw5IwzzjAtmzlzplx44YXStm1b8fl8UWP1yy+/3Dbe+/jjj8Pqr1ixQk477TSpU6eO1KtXT4YOHSqbNm0ytZufny8jR46UVq1aSUpKiuTl5cmVV14pW7dutezHf/7zH+nTp4/UrVtX0tLS5LjjjpMnnnjCdvwi0ePV5ORkx3Wrwt133y3HH3+8BIPBw7I91Fwku4DDaP78+fLmm2/KueeeK6+88oo899xz0qZNGzn//PPl3nvvdd1Oenq6TJ8+3VS+efNmef/996Vu3bpV2e3DavTo0TJgwAA56aSTpF69evLUU0/JJ598Ig8++GBYvf3798uf/vQnOe644+See+45bP1bvXq1dO3aVVavXi2TJk2SBQsWyOTJkyUzMzPqOitXrpRJkyZJdna25fLZs2fLxx9/LMcee6x06tQpajtXXXWVLFmyxPTTvn17SUlJkcGDB4fq/vTTT9K7d29Zv369PPXUU/Lyyy/LwYMHpW/fvvLVV1+FtXvmmWfKlClT5Oqrr5Y333xTHnjgAVm5cqWcdNJJ8s0334TVff7556VPnz6SkZEhM2fOlLlz58rtt98uqupm94mIyIwZM0xjaNCggev1K+uyyy6TtLQ0mThxYty3BQBeU3btfuedd2TkyJEyZ84c6dWrl+zcubO6u+ZZ0eK9RYsWycaNGyU9Pb0aehU7VZVRo0bJ1VdfLXl5edKyZUuZPHmyvPbaa/L888+H1c3Pz5frr79eBg0aJMOHDz9sfXzvvfeke/fuUlBQII8//rjMnz9f7rvvPtuEzZtvvimvv/561Dj8mWeekTVr1kj37t3lqKOOitrO3XffbRnvNWzYUJo0aSLdunUL1f3yyy+lb9++UlRUJC+//LI89dRTsn79eundu7f89NNPoXqFhYVyyimnyEsvvSSjR4+WefPmyZ///Gd588035eSTT5Y9e/aE9eGBBx6QoUOHSvv27eXll1+WOXPmyHXXXSdFRUVud6G89dZbYf3/4IMPXK8bi9GjR8vmzZvl6aefPizbQw2mAKrEjBkzVER02bJlUev89NNPGgwGTeVDhgzR1NRUPXjwoO023nvvPRURveqqq1REdP369WHL77rrLm3atKmefvrpmpeXV6lxRJOXl6eXXXZZpdYVER07dqxjvbVr16qI6FtvvRVWfu2112pSUpJ+8cUXobLrr79eExMTdeXKlZXqU2UEg0Ht3Lmzdu7c2fFYlSkuLtbOnTvrDTfcoH369NHjjjvOVKe0tDT0/xEjRmhFLs2bN29WwzD00ksvDSu/9dZbNTExUbds2RIq2717tzZs2FAvuOCCUNmGDRtURPSuu+4KW3/x4sUqIjp58uRQ2XfffadpaWl67bXXuu5feW7eI/E2adIkzcjI0H379lVbHwCgNol27b7nnntURPSpp56qpp4dPsFgUPfv3x9zO2Vx3HvvvWdbr2yfX3XVVZqSkqK7d+8OW37ppZfqSSedpMcdd5z26dMn5n6V5zZmi7R582YVEZ0xY4Zj3blz56qI6JdffhlWfvrpp2v9+vX1hx9+CJWdddZZmpmZqd99912F+1RZ+/bt08aNG+uQIUMs43Yru3bt0iZNmujkyZM1Ly9PhwwZYqpTPt4bMmRIhWL1999/3zJeO//887Vhw4Zh58iWLVs0MTFRb7vttlDZggULVET0ySefDFv/+eefVxHR1157LVT26aefqs/n0wcffNB1/8obO3asioj+9NNPlVq/KowcOVKPPvpo18cP3sQ3u4DDqGHDhpZ/ota9e3fZv3+//PLLL67aGTBggDRr1kyeeuqpUFkwGJSnn35aLrvsMvH5zG/tgwcPypgxY6Rly5aSlJQkTZo0kREjRsiuXbvC6hUXF8ttt90mOTk5kpqaKr169ZJPPvnEsh/5+fkyfPhwadq0qSQlJUnLli3lnnvukZKSElfjiDR16lTJycmRAQMGhJX/7W9/k2bNmslll10mxcXF8sEHH8gjjzwi48aNs/0mVFX74IMPZOXKlTJq1CgJBAKu1nnggQfkl19+kfvvvz9qHavj5dZTTz0lqipXXXVVWPns2bPl1FNPlby8vFBZ3bp1ZejQofLf//43dIwSExNFRCQjIyNs/Xr16omIhH2C+eSTT8q+ffvk9ttvr3R/Y9G3b19p3769LFmyRE4++WRJSUmRFi1ayIwZM0Tk109Ujz/+eElNTZUOHTrIW2+9ZWrjkksukYKCAtOffAIAKuaEE04QEZEff/wxrPzTTz+Vs846S+rXry/JycnSpUsXefnll03rf//99/J///d/0qxZM0lKSpLc3Fw577zzwtrbunWrXHrppZKVlSWBQEDatWsnf//730N/nlRcXCxZWVkybNgwU/u7du2SlJQUufnmm0NlBQUFMnr06LBYaNSoUaY/bzcMQ0aOHCmPP/64tGvXTgKBQOhbIhs2bJCLL744rE+PPvqoaftffvmlDB48WFJTU6Vhw4ZyzTXXmL494+Siiy4SEZEXXnghVLZ7926ZNWuWXHHFFZbr/PLLL3LddddJkyZNJCkpSVq1aiV33nmnFBYWhtUrKCiQq6++Who0aCB16tSRwYMHy/r16y3bdDtmt6ZOnSrdunWTtm3bhpWXfYvt//7v/0Tk129CzZkzRx555BFp0qRJpbdXUa+88ops27ZNbr311qhTS0S65ZZbpHHjxnLDDTdErRNLvDd9+nQxDCPsuJeUlMgbb7wh5557bti3yfLy8qRfv34ye/bsUFlF4r1HHnlEAoGAXH/99ZXubyxatGghZ5xxhrzxxhvSpUsXSUlJkXbt2skbb7whIr/+mW+7du0kLS1NunfvbjmFzLBhw2T9+vXy3nvvHe7uoyap7mwb4BWxfGulb9++2qhRIy0pKbGtV/aJ4CuvvKJ333235ubmhtaZN2+eGoahX3/9tenTomAwqIMGDdKEhAS9++67df78+Tpp0iRNS0vTLl26hH1L6bLLLlPDMPTWW2/V+fPn6+TJk7VJkyZat27dsG92bdu2TZs1a6Z5eXn6r3/9S9955x297777NBAI6OWXXx7Wb3H5KWGrVq3CvnVU3kcffaQ+n09Hjx6trVq10h49ejjurzLFxcWufpw+/bn33ntVRHTWrFl6+umnayAQ0LS0NB0yZIiuW7fOVH/NmjUaCAT0zTffVFWN+s2u8iryza7S0lJt1qyZtm7dOqx8//79oWMY6ZFHHlER0a+++ipU9vvf/15zc3N14cKFumfPHl23bp2edtpp2rx5c/3ll19C9U499VStX7++vvXWW9qpUyf1+/3aqFEjHT58uOlTZytl75Hs7Gz1+XyamZmp55xzjq5atcrVePv06aMNGjTQtm3b6vTp0/Xtt9/WM844Q0VE77nnHu3QoYO+8MILOnfuXD3xxBM1EAjo999/b2qnXbt2OnToUFfbBIAjXbT4pux+MmvWrFDZwoULNSkpSXv37q0vvfSSvvXWW3r55ZebvvHz3XffaePGjbVhw4Y6efJkfeedd/Sll17SK664InQ/3b59uzZp0kQbNWqkjz/+uL711ls6cuRIFZGwbxjfdNNNlt9+euyxx1REQt8K37dvn3bu3Dlsm//4xz80IyNDTz311LAYQES0SZMm2rFjR33++ed14cKFunr1al2zZo1mZGRohw4ddObMmTp//ny95ZZb1Ofz6bhx40Lr5+fna1ZWljZp0kRnzJihc+fO1UsuuUSbN29eoW92LVu2TIcNG6bdu3cPLZs6daqmpaVpQUGB6ZtdBw4c0I4dO2paWppOmjRJ58+fr3fffbcmJCTo7373u1C9YDCo/fr100AgoPfff7/Onz9fx44dq61atTLFbG7H7PabXYWFhZqSkhL2raPyXnjhBRURHT9+vGZmZuq5555r2175MbmN95xcccUVKiL67rvvas+ePTUxMVHr1aunF154oWVcsWDBgrC/Noj2za7yKvLNrl27dmlKSoqedtppYeVffvmliog++uijpnVGjx6thmHogQMHVPXXWLhr16563HHH6SeffKJ79uzR5cuXa+fOnfX444/XoqKi0LqtWrXS448/Xp955hk9+uij1efzaZMmTfT222/XwsJCx/6WfbMrJydHfT6fZmVl6bBhw/Sbb75xNd68vDxt2rSptm/fPhTX9ejRQxMTE/Uvf/mL9uzZU1977TWdPXu2Hn300ZqdnW365mVJSYnWqVNHb775ZlfbhDeR7AKqSGWTXdOmTVMR0X/84x+OdcsnuzZt2qSGYegbb7yhqr9+jblv376qar6BvvXWWyoiOnHixLD2XnrpJRURfeKJJ1RVdd26dSoietNNN4XVe+6551REwpJdw4cP1zp16phuXJMmTVIR0TVr1oTK3CS7fvzxRxURfeCBB6LWue2221RENCUlJSxZY6cs+HLz4xR8Dh8+XEVE69atq1deeaW+8847+swzz2heXp42bNgw7Gv3paWl2qNHD73oootCZVWd7Jo3b56KiE6YMCGs/Pvvv7csVz30dfXFixeHyoqKivTqq68O2xcdO3bUzZs3h63btm1bTU5O1vT0dB0/fry+9957OnHiRE1JSdGePXs6JgvnzZund955p/73v//VRYsW6SOPPKJNmzbVtLQ0V3+O2qdPHxUR/fTTT0NlO3bsUL/frykpKWEB6MqVK1VE9J///KepnUsuuUSzs7MdtwcAOBTffPzxx1pcXKx79uzRt956S3NycvSUU04JSx4cc8wx2qVLF1NC4YwzztDGjRuH/ozriiuu0MTERF27dm3U7d5xxx0qIrp06dKw8muvvVYNwwjFAV988UVYLFOme/fu2rVr19DrCRMmqM/nM8Vpr776qoqIzp07N1QmIpqRkRH2gY+q6qBBg7Rp06amxNrIkSM1OTk5VP/2229XwzBM97YBAwZUONlVFvutXr1aVVW7desW+lAxMtn1+OOPq4joyy+/HNbegw8+qCKi8+fPV9VD8UNk7Hn//febYja3Y3ab7Fq6dKmKiL744otR61xwwQWhD8fc/ilc2X5y8xMZ30QaNGiQiojWq1dPb7vtNl24cKE+/vjj2qBBA23dunXYVAh79uzRFi1a6JgxY0JlVZ3smjp1qoqIvvDCC2Hl//vf/yzLVVXHjx+vIhIWmxYUFOiZZ54Zti/69u2rO3bsCFs3EAhoenq6ZmZm6iOPPKILFy7UO++8U/1+v1588cWO/Z05c6bef//9OnfuXF24cKE+8MADWr9+fc3Oznb156h5eXmakpISVrcsrmvcuHHY/n/99ddVRHTOnDmmdnr27Kk9evRw3B68i2QXUEUqk+yaO3euJiUl6Xnnnefqb8rLJ7tUVfv166dDhw7Vn3/+WZOSknTmzJmqar6BliWJtm/fHtZeMBjUtLQ0/cMf/qCqhz4FLZ9MUP3106CEhISwZFeTJk30zDPPNH1atmbNGhURfeyxx0J13SS7PvvsM8e5Pw4ePKgioldffbVtW+UVFhbqsmXLXP0UFBTYtlWWEBo0aJBl3++8885Q2d/+9jetX7++/vjjj6Gyqk52nXfeeZqQkKDbtm0LKy9LdlklDsuSXUuWLAmVXXnllVq/fn196KGHdNGiRfrSSy/pCSecoC1btgyb86tNmzaWSbQpU6aoiOiCBQtc9bu8zZs3a506dfSss85yrNunTx9t3Lixqbxx48Z60kknhZUVFhaqiOgtt9xiqn/TTTepYRiuPt0FgCNdWXwT+dOuXTvduXNnqF7ZHJCTJk0yxQZl8UVZcqtx48Y6cOBA2+12795djz32WFN5WbJk6tSpobKuXbuG3QfK5gAt/42Xnj17aseOHU1927NnjxqGEfZNIxHRc845J2y7Bw4c0ISEBL3++utNbZTNQVWWMOvevbu2b98+6r6sSLIrGAzqUUcdpTfffHMosffBBx+oqjnZdcEFF2haWpoppiz7QPH2229X1UNx4c8//xxWryxhVRazVWTMbpNds2fPVhHRhQsXRq1T9o2l+++/37at8goKClzHe07fTipLSg4fPjysvCyxMm3atFDZiBEjtE2bNqFvUKlWfbLrhBNO0AYNGpjmiy1LdlklDsuSXWUxYlFRkZ5++unarFkznTZtmn7wwQf69NNPa5s2bfT444/XXbt2hdZNTEy0TKKNGjVKRUQ3bNjgqt/lLV26VH0+n95www2OdfPy8qLGdeU/RFZV/eqrr1RE9OGHHza1c84552jTpk0r3Fd4R4IAqBZvv/22DB06VAYMGCDPPfec6zkByrvyyivlT3/6k0yePFlSUlLkvPPOs6y3Y8cOSUhIkEaNGoWVG4YhOTk5smPHjlA9EZGcnJywegkJCaan5f3444/y3//+NzQHQKSff/65QmM5cOCAiIjtU27K5slKSkpy3W5SUpJ07tzZVV2/32+7vGwfDBo0KKy8c+fO0rhxY1mxYoWI/DrHyF/+8hd54IEHJCkpKTQvWklJiQSDQdm1a5cEAgFJSUlxPY5IP//8s8yZM0eGDBliOl6ZmZliGEboeJZXNi9c/fr1ReTXJ+VMnz5dXnnllbDzZ+DAgdKiRQsZN25caE6sBg0ayIYNG0zjP/3002XUqFGhR19XRIsWLaRXr16mx2hHU9bv8pKSkkzlZefIwYMHTfWTk5NFVeXgwYNSp06dCvUXAI5UM2fOlHbt2smePXvkpZdekn/9619y0UUXybx580Tk0Nxdo0ePltGjR1u2URYb/PTTT9K0aVPb7e3YsUNatGhhKs/NzQ0tL3PFFVfIiBEj5Msvv5RjjjlGZsyYIYFAIDTnVVn/vv76a9dxS+PGjU39KSkpkYcfflgefvhh2zZ27NghLVu2NC2PvF+7YRiG/OlPf5J//vOfcvDgQTn66KOld+/elnV37NghOTk5ppgyKytLEhISwuI9q9gusn8VGbNb8Yr36tSp4zreS0iw/xU4Wrw3aNAgMQwjFO998skn8thjj8lrr70mBw8eDMUcwWBQSkpKQvPGuZ3n1coXX3whn376qdx4442mdsr6GS3eMwwjNCfX9OnTZd68ebJs2bLQfHu9e/eWXr16yVFHHSVTpkyRsWPHhtrNz8+3jPemTJkiK1askNatW1doHN27d5ejjz660vFe2blQ0Xiv7HzDkYlkF1AN3n77bTn77LOlT58+MmvWrArdzMsbOnSojBgxQh544AG5+uqroyZPGjRoICUlJfLTTz+FJbxUVfLz80OPMC67aebn54dNBFpSUmK6kTZs2FA6duwYdeL1smDUrYYNG4qIuJ6k360tW7ZYBpxW3nvvPenbt2/U5R07doy6TFVDE49u2rRJDhw4IDfeeKPceOONprqZmZly4403ypQpU1z1y8ozzzwjRUVFponpRURSUlKkdevWsmrVKtOyVatWSUpKirRq1UpERFauXCkiEvYYa5FfJyxt3bq1rF69OlTWsWNHyyBFVUWk8hOvlt93h8Mvv/wigUCARBcAVEC7du1CvyT369dPSktL5cknn5RXX31VzjvvvNB9fMyYMTJ06FDLNsomJG/UqJF89913tttr0KCBbNu2zVT+ww8/iMihuEHk14ncb775Zvn3v/8t999/vzzzzDNy9tlnS2ZmZqhOw4YNJSUlJezhPuWVb09ETAmjzMxM8fv9MmzYMBkxYoRlG2XxRlmyIJJVmRuXX365/OUvf5HHH3/c9oE3DRo0kKVLl4qqhvV/+/btUlJSEhpjWVy4Y8eOsIRXZP8qMma34hXvLVq0SPr16+eq7ubNmy0TqWU6duxo+yCbsphl7dq1oqpyzjnnmOp8++23kpmZKQ899JCMGjXKVb+slE3abxXvHXXUUZKSkhI13mvdunUoqbhy5Urx+/1y/PHHh9Vr1aqVNGjQwBTvWZ2rtTHei3xf48hCsgs4zObPny9nn3229OrVS15//fWYPu1JSUmRv/zlL/LBBx/ItddeG7Ve//79ZeLEifLss8/KTTfdFCqfNWuW7Nu3T/r37y8iEkr0PPfcc9K1a9dQvZdfftn0hMUzzjhD5s6dK0cddVRYMFlZeXl5kpKSIhs3boy5rfJyc3Nl2bJlrupGPhUo0umnny6pqakyb968sP24YsUKyc/PlxNPPFFEfv2ml9XTX0aNGiW7d++WGTNmOH6i7WT69OmSm5srp59+uuXyc845R6ZMmSLffvutNGvWTERE9uzZI6+99pqcddZZoU81y5KSH3/8cdiTG3fs2CHr168PnRsiIueee6488cQTMm/ePOnSpUuofO7cuSIiofFXxObNm+V///tfhb8RFotNmzbJsccee9i2BwBeNHHiRJk1a5b85S9/kaFDh0rbtm2lTZs28vnnn8v48eNt1z399NPlmWeeka+++irqvbd///4yYcIEWbFiRdgv6DNnzhTDMMISG5mZmXL22WfLzJkz5aSTTpL8/HzT0wrPOOMMGT9+vDRo0KDCCRoRkdTUVOnXr5989tln0rFjR9sPKvv16ycTJ06Uzz//POyp0c8//3yFtysi0qRJE7n11lvlyy+/lMsuuyxqvf79+8vLL78sr7/+elgCZubMmaHl5fv33HPPhT09MLJ/FRmzW+3atRMRqfJ4r2vXrq7jPacPZM855xy58847Zd68eWH7cd68eaKqoXhn8ODBlvHehRdeKC1btpQJEyZU+BtQ5RUWFsqzzz4r3bt3l/bt25uWJyQkyJlnnimvvfaaTJw4UdLT00Xk178weO+998Ji1dzcXCktLZVly5ZJjx49QuXr16+XHTt2hMWl5557rsyfP1/mzZsnF198cah87ty54vP5TB+QuvHxxx/Lhg0bbJ9WWdU2bdpkud9wBKmuv58EvKZsfoUHH3xQX3nlFdPPvn379MMPP9SUlBRt0aKFLly4UJcsWRL24/REu8g5u6KJ9jTGxMREHTdunC5YsED//ve/a506dUxPY7z00ktDc1eUPY0xNzfX9DTGH374QfPy8vSYY47Rxx57TN99911988039dFHH9UhQ4bot99+G6orLubsUv31aX+Rf6MfSUR0xIgRjm3FS9kE/Jdddpm+9dZb+u9//1ubNWumzZs3N03wGSnanF1btmwJnSeDBw8OHeNXXnnFcg64jz/+WEVE//znP0fd1vbt27Vx48baoUMHnT17ts6dO1dPOeUUTU9PD3ty5J49ezQvL08zMzN10qRJunDhQn3uuee0c+fO6vf7TfOKnHnmmRoIBPS+++7TBQsW6IQJEzQ5OVnPOOOMsHpXXHGF+v3+sDm/+vfvr/fcc4/Onj1b3333XZ0yZYrm5uZqenq6qycyRtt/0ebGsDpXSktLNSMjg6fzAIBLdnOSTpw4UUVEn3nmGVX99WmMgUBABw4cqM8//7wuWrRIZ8+erePHj9fzzjsvtF7Z0xizsrJ0ypQp+u677+qsWbP06quvNj2NMScnR5944gl9++239YYbblDDMPS6664z9eXtt99WEdGmTZtq06ZNQ5Phl9m7d6926dJFmzZtqn//+991wYIF+vbbb+u0adP0/PPP148//jhUN1qssWbNGs3MzNTu3bvrjBkz9L333tM5c+bo5MmTtV+/fqF627Zt00aNGpmextisWbMKz9llJ9rTGNPT03Xy5Mm6YMECHTt2rCYmJoY9jbG0tFRPOeUUDQQCOn78eMenMboZs9s5u1R/fdpf5NxL5ZW19be//c2xrXgZOXKk+nw+vfnmm3XBggX66KOPamZmpnbp0sVxzq9occmaNWtC8V3Xrl21UaNGodflH+xU5sUXX7R8+EJ569at0zp16ugpp5yic+fO1ddee03bt2+vubm5YXP1bt26VevVq6dNmjTRqVOn6sKFC/XJJ5/UVq1aaVpamn755ZehukVFRXr88cdrRkaG/uMf/9AFCxbo7bffrn6/X0eOHBm2/VNPPVX9fn9YWceOHXXixIn63//+VxcsWKD333+/1qtXT3Nzc8MmzK/o/rN6X0Y7V37++eeoDyrCkYNkF1BFok3gWvazefPm0KN4o/04BT+VTXap/hoA3X777ZqXl6eJiYnauHFjvfbaa8Mml1X9dQLIW265RbOysjQ5OVlPPPFEXbJkiebl5YUlu1RVf/rpJ73hhhu0ZcuWmpiYqPXr19euXbvqnXfeqXv37g3Vc5vsmj59uvr9ftsbYXUnu1R/fYJm+/btNSkpSRs0aKCXXHJJWHIvmmjJGrtzJ3Kfq/46Ub5hGLpx40bb7X399dd69tlna926dTU1NVX79++vy5cvN9Xbtm2bjhw5Ulu3bq3Jycmam5urQ4YMCZvEvsz+/fv19ttv12bNmmlCQoI2b95cx4wZY5o09bLLLjM98WjUqFF67LHHanp6uiYkJGhubq5eeumlrp+sWRXJrnfffVdFxHI/AADM7BIvBw4c0ObNm2ubNm20pKREVVU///xzveCCCzQrK0sTExM1JydHTz31VH388cfD1v3222/1iiuu0JycHE1MTNTc3Fy94IILwh7s8s033+jFF1+sDRo00MTERG3btq3+7W9/MyWyVH9N4JQlk8o/MKa8vXv36l133aVt27bVpKQkzcjI0A4dOuhNN92k+fn5oXp2scbmzZv1iiuu0CZNmmhiYqI2atRITz75ZP3rX/8aVm/t2rU6YMAATU5O1vr16+uVV16p//nPf+Ka7FL99SnF11xzjTZu3FgTEhI0Ly/P8j69a9cuveKKK7RevXqampqqAwYMCE0MHxmzuRlzRZJdd999t2ZmZpr6FNlWdSa7SkpK9IEHHtDWrVvbxs1WosUldr8HWMXJAwYM0LS0NMcHKH366afav39/TU1N1bp16+rZZ5+tX3/9tanehg0bdNiwYdqiRQsNBALavHlz/cMf/mCZaNuxY4cOHz5cs7OzNTExUY8++mjL917Zk7LLu/DCC7V169aalpamiYmJmpeXp9dcc42rRJdq1SS7pk+fromJiWHvaxx5DNXf/vgWAKrZwYMHpXnz5nLLLbfI7bffXt3dgQcNGzZMNm3aJP/73/+quysAAByRfvjhB2nZsqXMnDlT/vCHP1R3d+BBvXv3lubNm8tzzz1X3V1BNSLZBaBGmTp1qowbN042bdokaWlp1d0deMjGjRulXbt2snDhQunVq1d1dwcAgCPW7bffLvPmzZOVK1ce1knL4X0ffPCBDBw4UNauXRt6IBOOTExQD6BG+b//+z/ZtWuXbNq0STp06FDd3YGHbN26VR555BESXQAAVLO77rpLUlNT5fvvvw89SAeoCjt27JCZM2eS6ALf7AIAAAAAAIB38J1RAAAAAAAAeAbJLgAAAAAAAHgGc3bFQTAYlB9++EHS09PFMIzq7g4AAEc8VZU9e/ZIbm4ukyHXcsRZAADULDUxziLZFQc//PADEy0CAFADffvtt9K0adPq7gZiQJwFAEDNVJPiLJJdcZCeni4ivx7ounXrVnNvAABAQUGBNGvWLHSPRu1FnAUAQM1SE+Mskl1xUPaV+rp16xKEAQBQg/Bnb7UfcRYAADVTTYqzasYfUwIAAAAAAABVgGQXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADyDZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADzD08muCRMmiGEYMmrUqFCZqsq4ceMkNzdXUlJSpG/fvrJmzZqw9QoLC+X666+Xhg0bSlpampx11lny3XffHebeAwAA1FzEWQAAoKbybLJr2bJl8sQTT0jHjh3DyidOnCiTJ0+WRx55RJYtWyY5OTkyYMAA2bNnT6jOqFGjZPbs2fLiiy/KRx99JHv37pUzzjhDSktLD/cwAAAAahziLAAAUJN5Mtm1d+9eueSSS2TatGmSmZkZKldVmTJlitx5550ydOhQad++vTz99NOyf/9+ef7550VEZPfu3TJ9+nT5+9//Lqeddpp06dJFnn32WVm1apW888471TUkAACAGoE4CwAA1HSeTHaNGDFChgwZIqeddlpY+ebNmyU/P18GDhwYKgsEAtKnTx9ZvHixiIgsX75ciouLw+rk5uZK+/btQ3UiFRYWSkFBQdgPAACAFxFnAQCAmi6hujtQ1V588UVZsWKFLFu2zLQsPz9fRESys7PDyrOzs+Wbb74J1UlKSgr7pLKsTtn6kSZMmCD33HNPVXQfAACgxiLOAgAAtYGnvtn17bffyo033ijPPvusJCcnR61nGEbYa1U1lUWyqzNmzBjZvXt36Ofbb7+teOcBAABqMOIsAABQW3gq2bV8+XLZvn27dO3aVRISEiQhIUEWLVok/7CFgL0AAG7YSURBVPznPyUhISH0SWPkJ4fbt28PLcvJyZGioiLZuXNn1DqRAoGA1K1bN+wHAADAS4izAABAbeGpZFf//v1l1apVsnLlytDPCSecIJdccomsXLlSWrVqJTk5ObJgwYLQOkVFRbJo0SI5+eSTRUSka9eukpiYGFZn27Ztsnr16lAdAACAIw1xFgAAqC08NWdXenq6tG/fPqwsLS1NGjRoECofNWqUjB8/Xtq0aSNt2rSR8ePHS2pqqlx88cUiIpKRkSFXXnml3HLLLdKgQQOpX7++jB49Wjp06GCaiNVJcfBTKQ7WERERn1FiWm6I+RHbhhF0bFfVnKNU8ZvKSoJJprIDpfVNZXuKzZ+kHiwxb8Nn8ecFCb7wMkOc+18RCb5CU1l64jZz2f4vTGX69drw1zt2mDdQYj4uElRzmc/iTyt8FrnioHn8uudA+Ca/MU+su2/tz+ay/H2mssQ65mOa1ijVVJbQMMVU5qsXMPftYPg5WPrzflOdA9vNZVZ9Ky02j73+0ebzLe3ExqYyf6vwc9DIrGeqIzZ/MhPm4EFTke4z91f2WpRZHD+jQYPwgtxc83rp5nEagTRzvQTz8RN/okU/zNcGObg37KXu/cVcZ8d2i/XM7yFJNp8Lkmo+ZyTJYp9b7CM5GHGOWOxb3bnLVFa66UdTmdX7w+o96bc6x+tblGVEjNVq7CXm/a0HLPabRT+MNPM+MhrnmNdt0iy8TkaWuY7FOaO+yt+m3d4rikrDt1sYTDfVKQla7DcLPqPYVOa3uv+5uNclGgcc64iIlFqEMqUW/d1bvNNUhoqpaXFWUBdLUH89f63OKUOrLiZRw+L9ZPEeC6r5ml4cNF+bStTifhDBakw+izjLKvZSi8+zgxZlVu35jfDrX5LffE03Duw2b3OXxZxrBy3utVb3Qiu7zO9Z3Ra+jYMLN5rqvPWPTeZumEMDOamv+frd4qUbTWVGwzxzPyp5bTaCFnFnkflap9+usyj73lTmO6Gnub30hmEvgxbXSKt7gdX5bMXyvebyd5qqfE9asXqfumHZL6syq/is1OKYWv2OYLlhF/Ws/rxbLX5XKSkyV/tqhanshc7PuemZ1MsIfz1o2kmmOr6eJ5pXTDbHEFbnuHz7jalIv//BVGY0a2oua31seIHbmNtnPu+rhdX9xOU9ptKbtHo/Wl2PLFd2118Jmu8L1c1TyS43brvtNjlw4IBcd911snPnTunRo4fMnz9f0tMPvTEfeughSUhIkAsuuEAOHDgg/fv3l3//+9/i99eQNwgAAEANRJwFAABqAs8nu95///2w14ZhyLhx42TcuHFR10lOTpaHH35YHn744fh2DgAAoBYjzgIAADWRp+bsAgAAAAAAwJGNZBcAAAAAAAA8w/N/xlidguqT4G8TyxkWeUXDsJgUuQonorOafNKKz2JSSZ/hbt1gxASJPovJ6mKZtN5qXTcTG4uISELEGNxOFumWxaTWVhPeR04CrxYTuQctyrTUPPlkaaF5m8UHzBNC+3ZbTCRosa6Uhm+3eI+5reL95jFZTUavFpN3B60m/t5v3obsD5+4Ui0mETesHhxgQYvNE3RKkcU2rY5f5DkjIpIQcZms6vPI7aSokaz64bZvVg9msNpHVpPRW5VFrmu5v11Ogum3mIjV4thbvY/0oMX7LzF8nxhWD5GweK9ZPqjCiuXDKyzKTBut5HGPUdXeY9xNzm15L3Kxe60mP7W6/gfVHMoEq3CcqL0sz6HD8D6rLNN7xerSZHXJsWjLajL6KmU1QbvfoszqfmD1gBiLerrTPEF98Lvwh7Ps3bTLVMdqMnorBT9aPIjE6kEvmeYH05gOg9VkzW4nOC+0eKiLxWT0wW/NDzMy2u8xl9UJf2iO4bO635iLzIOyZjUZfW0X07UilrjQahuRfbGajN71hPqVv97tiphrfN875gnl62Q3NJUZ2RYP4NlvfthV5MMmRKx/RzCsHiwUuY/cPpjAzf72KMv4L4aHINUWR8bRBQAAAAAAwBGBZBcAAAAAAAA8g2QXAAAAAAAAPINkFwAAAAAAADzD+7OSVSMVf2iyUbWYaN3tBPKRE0FarWc1Qa/VRHSxTNobORl9We8itmqqYTVpvRW3k9H7xWKia6ttVHZicctJuS3quZiMXsQ82WJwj3kCdasJ6ktLLM4Zi4kbCxMsjrNFe/6AxSTOxeH9LT5gHlPxXnN/rSbKt1JiNbn9L+aZY331wyeu9FlM8K2pFpPcWm7U4vw4aDEJrVU9q4nFI8+HUov1rMpKXPbX6twNWpxbJRFjKLGYiN/q3LUap9uJ5yPfQ9HqRUwsrIUW+zviIQQiImJxnorFZPFWE8i7mYxexPzWNYorf9szkl08wEDE+loTOSmq1X60uMZaTZBrNZFuVXL7UBGre4zVpPWWk2y7uP8FDfO+dds31w8yQa1WPs5yfd7WosmI3T7codTlZ9eVfV9YvdcNq+tcgsVE0lb3830WE9QXmCdaD27fbSorWh8+af1PX5onsXdrw0bzzjz2f5+byhIaWUxQnx4xMbfV5PxWk2EfMI9Tt24wlRW+Zy4r3m6e5Du9vXnS8MgJ9Q2rc95qMnqXz2WxYnVu1eSHQUSq8r5a3ePd/h7ipi+W8Z7FQx5+tHjgQiW9/9wPprLeFnFcWgfzpPVWDx/SfeY4zp9bx7yumwnqj3BucgpWD5aI5aFFtSXO4kwBAAAAAACAZ5DsAgAAAAAAgGeQ7AIAAAAAAIBnMGfXYWI1V5bhMtcYOQeK1ZwoVu2XWhxet/OEuWWex8v8N9lWc30lWMzhYDk/l2H++3OfRZmlyLl0rObWseJyPiOr+bmCFnNqRZZpocU8VhZ/8241T1GJ1RxHBeb5kazm1DL85jmeIrdRatG3or3mMRUdMLefkGA+plbrBi3m7Cr90WL+jgg+q3m3rOY/sDpWLueGspzCojC8v0ahuf+SaJ6PympeGMNiLi6reQfUql5RxDYKLebAKrI6xhZtWe2PYot96XL/Rs7ZJfvN84pYzTdnNe+WBK0meLKYs8vqPWPxnjTNE2HVvsVcX0aixbXSak43q33kZl6OoEVfrY6VYXGt9Flc213OX2E5p1YVspqLy+2cEKZ7ndV90+I+4bOYh8JvmN8LtWV+CVSO2/OlKtu3iqni/R6r7HyvVc7qHpeYbCrTVPMcPMauAnO9yPuIiAR/Md/nDubvDXu9/SfbXtqyuGXKtzPXmMpa1DePS7p0DH+dkm6uU2yOW/SbLaayg3NWmcrW/ceinkX4ccJRX5jKkloeHfbayMgy1bG6j1gGQRYs57eymu/LzdxT1TT3UrXMJ2YVP1W6LYt5SwvNsXTxZ+Z5tiprr0Wo/t4L+aay41aa5wmr08R8HcjIq2sqS2ybad5ISpq5zCI2qjS350K850u16ofFMC3vdVbzcUXcK6zuHbHcJ6yvAzUvzuKbXQAAAAAAAPAMkl0AAAAAAADwDJJdAAAAAAAA8AySXQAAAAAAAPAMJqiPI1XfoUnkLCaYs5gf2127FhPMBdV8KIOaaNknN6zmYbaa19lcx1zJ53ISQevJ6M0TMPotyiwl+O1fi7ibSFqiTIbtcoJs3Rc+rtL95v4HSyzastjhVhPPBy36YVhsw4icqFusJqg3t19UZO6HxTyykmTR36QD5ooHdpgnnE1Njjh/Ld4cwVTz+WxYTCzumsX+8FmUGZET41vN0JmU5GqTmuCunuVE5ZET1O+3mBS/0GISf6uDVeLyPWTFxQT1esDcj+Aei8nzrSaUd90Pq0nrLdo76Hz9MawueObTzXrSeqsHX1hdVyIm7bR6CIHlAwyCFm1ZTQxtrlXpibKtJvW2LBOryUkr/xAUy/bcrGfZN/O54Ktk+6i93MY8NZXb/scyEX9l33fis3ivJwbMZSnmSailvvkhJrJnj6nI6pob+eCbffsqGUxH8fGH5vvXzh+XmMpadN8Q9jq5YYqpTtFu833vh09/NJV9vqryYyj5xzpTWa+8+WGv/YN/Z14xNcNUZFgdU7eTcld2km/LSbkr/76tMRPPx9KPyHUt2tLImFBE5CfzZPQ/ffhd5fvhgtVDE1atMff3uKD5/Z15XEPzylkWZUmp5jI3v79ZHgOrmMrlZPeVPaZW53MM573V9d7tpPWVbd+S5XlftdfjqlC7owAAAAAAAACgHJJdAAAAAAAA8AySXQAAAAAAAPAMkl0AAAAAAADwDCaoj6NSSZDS33axz3JSO/Put5ooNHKS4aBFjtJqMvqSoHky7BK1mDy0CllNRp9gMfmz1TgTDPOkoFaT1vt9FpNwW02qGTF5oZFinjxULSb5lgSLCf32m/thNRm2WtWLmPS92KKOFauJ50stytzONW41j2DkHN9WbVmVWbVlVS9hp/lY+awmA48QsJjM3J9uPp8tJ6i3KLOagNyInBRfRMRi//pTwrervl3mtqwmKa9jsZP8FueulUKLGT8jJspXi8l8rSatj1xPRKwPltVkn5YnjfPDGoK7zNu0em8EC839iHxoQjRW9SzPrEo+CcRIdvlAiySLmezdTNpZYnEdSLA4LlYTllqVWX10ZbFDrK69kZOR+sTiumtUPlyo7ET5VqwmTvVb3DsSfOZrSKlFPXiH1cN7KjtBr9v2rSYFDsYwqbzG8ICHquSL6JvV2C2vQ36LuDbJIvaql2WuZ3Gv8lvcq/yLvg173aiR+UJXsKdqJ0n+ar25va/W/1Sl26is738w9+2lCz8Oe33WCPMk5am/a2MqM7qfbC6zeuiAVZkVv8VDeSLvo1bxu5UYJq13xer3NLcTkrtd16rMMs4Kv25psUVMuGm9qaj4o7Wmsg/mWcSKcVZkvv1ahqdJ7c2T0RsZ5gcnSIJFnFWVrCZVdztpvav2XU5Gb1HPdS+qsLuWD3mIpayaeeqbXRMmTJBu3bpJenq6ZGVlydlnny1fffVVWB1VlXHjxklubq6kpKRI3759Zc2aNWF1CgsL5frrr5eGDRtKWlqanHXWWfLdd/F9mgUAAEBNRpwFAABqC08luxYtWiQjRoyQjz/+WBYsWCAlJSUycOBA2bdvX6jOxIkTZfLkyfLII4/IsmXLJCcnRwYMGCB7yn1LYtSoUTJ79mx58cUX5aOPPpK9e/fKGWecIaWlVfcJIQAAQG1CnAUAAGoLT/0Z41tvvRX2esaMGZKVlSXLly+XU045RVRVpkyZInfeeacMHTpURESefvppyc7Olueff16GDx8uu3fvlunTp8szzzwjp512moiIPPvss9KsWTN55513ZNCgQabtFhYWSmHhoa9fFxQUxHGUAAAAhx9xFgAAqC089c2uSLt37xYRkfr164uIyObNmyU/P18GDhwYqhMIBKRPnz6yePFiERFZvny5FBcXh9XJzc2V9u3bh+pEmjBhgmRkZIR+mjVrFq8hAQAA1AjEWQAAoKby1De7ylNVufnmm6VXr17Svn17ERHJz88XEZHs7OywutnZ2fLNN9+E6iQlJUlmZqapTtn6kcaMGSM333xz6HVBQYEpELOaVN7nYjJ6EZFSdT5MRaVpjnVERA6U1HFVb+dBd7Oel0TOcG4hOcFdTrVhinnCy5ISc1k9/0bzyinp5rLI2RCTzBNl6k53nw6XfOOu3r6vdjjW+eGzn121tXGTuwlWrSZ9rCnqWcwzKVvMHW7dxmI2ywjpTS2OsYVAhsWEqBaSc8zvhdJfzJOA+uonhxccsOirxcTlhtUk8BbnoOXkpG4O6nZ351Hptr2u6rkVdPGAhcL1O121tecHd30LWjwMwkqgrvOkuSkNzJMlW0lqXtdVvcROFpNW79ptKjNSI7Z7cL95PatJWEvMkzYbaZnmeqUW95ME81itJsUuLk02lZnqBN3tN7f3oqDVhNcRrB5QIhaXRZ/f/F6z6m+Cz93DQeBOTYuzLPvo4jxzy2oyerfbtHrfWZ7LEed8UNxNzOx2In6/uIvtIh9kYTl2qwmRE9xNXG4EUs2FiebrkNHMPIl6va3hcdbxp+WZ6my8eoWrfhwp1sz73lxoUdZ9bitTmVUkauSY97klqwnqI2Meqwnq3U5yHcuk9W62YTVxuVtWfSt19/7Twn2OdfY8+VFFe1StrB7ycPxxR5krWsTOVg+5cMUqvnZ9ysT7gQgW12yrSfFdTm5vOam8q364XC/ocoqB4pr3ICDPJrtGjhwpX3zxhXz0kfliYEScTKpqKotkVycQCEggEN+nHAIAANQUxFkAAKAm8+SfMV5//fUyZ84cee+996Rp06ah8pycHBER0yeH27dvD30KmZOTI0VFRbJz586odQAAAI5UxFkAAKCm81SyS1Vl5MiR8tprr8nChQulZcuWYctbtmwpOTk5smDBglBZUVGRLFq0SE4++WQREenataskJiaG1dm2bZusXr06VAcAAOBIQ5wFAABqC0/9GeOIESPk+eefl//85z+Snp4e+mQxIyNDUlJSxDAMGTVqlIwfP17atGkjbdq0kfHjx0tqaqpcfPHFobpXXnml3HLLLdKgQQOpX7++jB49Wjp06BB6ahAAAMCRhjgLAADUFp5Kdk2dOlVERPr27RtWPmPGDLn88stFROS2226TAwcOyHXXXSc7d+6UHj16yPz58yU9/dDk1w899JAkJCTIBRdcIAcOHJD+/fvLv//9b/H7q26iUwAestc8mai6naDeZ56jxkh0N8k+ABxOxFkAqkVlJ+AGcETzVLJLXTw1wzAMGTdunIwbNy5qneTkZHn44Yfl4YcfrsLeAQAA1F7EWQAAoLbw1JxdAAAAAAAAOLKR7AIAAAAAAIBnkOwCAAAAAACAZ3hqzq6apjSYJKXBQNTlJS5zjSU2bZQpLE13rCMisr+41FW9gyXu6gWdp++QBIsJuK34DIsJvS036q5vEnSezDK4u9BVU4Vbdruqt2PdL451Nm9xsdNEZP8BV9VqtF3udpt8+qnzMW38nbvGcrLdbbNeyyJ39RKd36dJ7RuaC/cdNBUZacmuthk84Hxeln63x1VbJdvMk+dbKfrF3F8rB3c519u/fb+rtgoL3B0Dt4r3O19DDJfXo4SGKe42WlTsrp6bN3Rdd9cjKXV3rVS/u3uMivOk4KqH/7MxQ9xNSOw33B0Dw2U91B6qPttz0zCczyG357ZW8efDPjfnt8tz1lVb4m5/uBV0+SuEz+9ymynu4lh/8wbu2kPIxk3u4s6Nx0yv0u1etP4qxzpGy07uGjMs7t1Wk9YbLt+nVTnhfdDlPblgu6t6+/82y7HOG0/84Kqt6tD2aHdxluS1cVfPVw3pimp5IILbc9fl78Gu2nI5Tpdxp5RWYd+qCN/sAgAAAAAAgGeQ7AIAAAAAAIBnkOwCAAAAAACAZ5DsAgAAAAAAgGeQ7AIAAAAAAIBnkOwCAAAAAACAZ5DsAgAAAAAAgGeQ7AIAAAAAAIBnkOwCAAAAAAC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+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Map models to full mesh with inactive cells set to np.nan\n",
+ "plotting_map = simpeg.maps.InjectActiveCells(grav_octree, active, np.nan)\n",
+ "model_l2, model_rec = plotting_map * inv_problem.l2model, plotting_map * rec_model\n",
+ "\n",
+ "# Shared color scale and slice indices\n",
+ "colour_norm = TwoSlopeNorm(vmin=-0.08, vcenter=0, vmax=0.08)\n",
+ "z_ind = 85\n",
+ "z_val = grav_octree.cell_centers_z[z_ind]\n",
+ "y_val = np.median(grav_survey[:, 1])\n",
+ "\n",
+ "# Limit plotting extents\n",
+ "extent_xy = [745500, 748500]\n",
+ "extent_z = [-1000, 500]\n",
+ "\n",
+ "# Set up figure with custom row heights\n",
+ "fig, axes = plt.subplots(\n",
+ " 2,\n",
+ " 2,\n",
+ " figsize=(12, 11),\n",
+ " constrained_layout=True,\n",
+ " gridspec_kw={\"height_ratios\": [1.2, 1]},\n",
+ ")\n",
+ "\n",
+ "# Define what to plot: (model, normal, index/None, axis, title)\n",
+ "slices = [\n",
+ " (model_l2, \"Z\", z_ind, axes[0, 0], f\"L2 Model (Z = {z_val:.1f} m)\"),\n",
+ " (model_l2, \"Y\", None, axes[1, 0], f\"L2 Model (Y = {y_val:.1f} m)\"),\n",
+ " (model_rec, \"Z\", z_ind, axes[0, 1], f\"Recovered Model (Z = {z_val:.1f} m)\"),\n",
+ " (model_rec, \"Y\", None, axes[1, 1], f\"Recovered Model (Y = {y_val:.1f} m)\"),\n",
+ "]\n",
+ "\n",
+ "# Plot all slices\n",
+ "# Loop through each slice definition (Z or Y) and plot\n",
+ "for model, normal, ind, ax, title in slices:\n",
+ " im = grav_octree.plot_slice(\n",
+ " model,\n",
+ " normal=normal,\n",
+ " ind=ind,\n",
+ " ax=ax,\n",
+ " pcolor_opts={\"cmap\": mpl.cm.RdYlBu_r, \"norm\": colour_norm},\n",
+ " )\n",
+ " ax.set_title(title, fontsize=12)\n",
+ " ax.set_xlim(extent_xy)\n",
+ " ax.set_ylim([6415500, 6418500] if normal == \"Z\" else extent_z)\n",
+ " ax.set_aspect(\"equal\")\n",
+ " plt.colorbar(\n",
+ " im[0],\n",
+ " ax=ax,\n",
+ " orientation=\"horizontal\",\n",
+ " pad=0.1,\n",
+ " label=\"Density Contrast ($g/cm^3$)\",\n",
+ " )\n",
+ "\n",
+ "fig.suptitle(\"Model Comparison: L2 vs Recovered post-IRLS\", fontsize=15)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "22d01dd0-4293-40a2-98cf-b7a966015cb3",
+ "metadata": {},
+ "source": [
+ "### Results\n",
+ "\n",
+ "Key observations from the inversion:\n",
+ "\n",
+ " - Convergence to the target data misfit ($\\phi_d$) was achieved after 13 iterations.\n",
+ " - The following 12 iterations have increased the model complexity ($\\phi_m$) but preserved the data fit ($\\phi_d$).\n",
+ " - Most of the important gravity anomalies appear to be reproduced by the final model.\n",
+ "\n",
+ "The smooth solution (iteration 13) indicates the presence of a dense anomaly extending with depth, with a density contrast ranging from approximately −0.1 to 0.04 g/cm³ relative to the background. Localized negative anomalies around the main positive body are likely artifacts of the smoothness constraint and absence of hard `bounds` on the model. Some smaller \"fuzzy\" anomalies are visible at the margins. \n",
+ "\n",
+ "As an alternative solution, the compact model (iteration 25) recovers a well-defined dense body within a mostly uniform background.The inferred density contrasts are stronger, ranging from −0.5 to 0.0 g/cm³, and more clearly delineate the target structure.\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "d1991c1b",
+ "metadata": {},
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/case_studies/Forrestania/python_code/unconstrained_magnetics_inv_training.ipynb b/docs/case_studies/Forrestania/python_code/unconstrained_magnetics_inv_training.ipynb
new file mode 100644
index 00000000..1ce18dbd
--- /dev/null
+++ b/docs/case_studies/Forrestania/python_code/unconstrained_magnetics_inv_training.ipynb
@@ -0,0 +1,2247 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "34c04eea-4ec5-468f-90aa-0f4bea2b44f3",
+ "metadata": {},
+ "source": [
+ "(magnetics-code)=\n",
+ "\n",
+ "# Unconstrained Magnetic Scalar Inversion\n",
+ "\n",
+ "This section demonstrates the processing and inversion of the Forrestania airborne **magnetic** dataset using purely open-source packages. \n",
+ "\n",
+ "For an equivalent and streamlined version, see the parent case study here: \n",
+ "👉 [Forrestania Case Study](https://mirageoscience-simpeg-drivers.readthedocs-hosted.com/en/geopy-2297/case_studies/Forrestania/forrestania.html#forrestania)\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "\n",
+ "> The steps taken in this tutorial are strongly based on the official [SimPEG Tutorials](https://simpeg.xyz/user-tutorials/).\n",
+ "\n",
+ "```{figure} ../images/landing.png\n",
+ "---\n",
+ "name: Landing Image\n",
+ "---\n",
+ "```"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "dcbc3883-3166-46bf-8ac8-40b5766cc030",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Import necessary Python libraries for data handling and visualization\n",
+ "import os\n",
+ "import zipfile\n",
+ "from pathlib import Path\n",
+ "from tempfile import mkdtemp\n",
+ "\n",
+ "# Import CET colormaps\n",
+ "import colorcet as cc\n",
+ "import discretize\n",
+ "import matplotlib as mpl\n",
+ "import matplotlib.colors as mcolors\n",
+ "import matplotlib.pyplot as plt\n",
+ "import numpy as np\n",
+ "import pandas\n",
+ "import scipy as sp\n",
+ "import simpeg\n",
+ "from geoh5py import Workspace, objects\n",
+ "from matplotlib.colors import TwoSlopeNorm\n",
+ "from PIL import Image\n",
+ "from scipy.interpolate import griddata\n",
+ "from scipy.spatial import cKDTree\n",
+ "\n",
+ "# Import SimPEG library\n",
+ "from simpeg import (\n",
+ " dask, # Parallel version of the code\n",
+ " potential_fields,\n",
+ ")\n",
+ "from simpeg.maps import InjectActiveCells\n",
+ "from simpeg.utils import plot2Ddata\n",
+ "\n",
+ "# Mira Geoscience specific libraries\n",
+ "from simpeg_drivers import assets_path"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4638415a-bea8-4c31-b467-79cb864aeba9",
+ "metadata": {},
+ "source": [
+ "## Geological Setting\n",
+ "\n",
+ "See the [Forrestania - Geology](forrestania-geology) section for more details."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7463eea7-04b6-466a-aa35-58269605c353",
+ "metadata": {},
+ "source": [
+ "## Data Preparation\n",
+ "\n",
+ "In this step, we will **import and format** the necessary datasets using various **open-source geoscience libraries**.\n",
+ "\n",
+ "---\n",
+ "\n",
+ "### Download and Unzip the Dataset\n",
+ "\n",
+ "Before we can work with the data, we need to **unzip the dataset package** and load the files into usable formats.\n",
+ "\n",
+ "The zipped package contains the following files:\n",
+ "\n",
+ "- **Airborne magnetic survey** ✈️ \n",
+ " `60472_AOI4.csv` \n",
+ "\n",
+ "- **Digital Elevation Model (DEM)** 🗺️ \n",
+ " `Forrestania_SRTM1 Australia_MGA50.tiff`"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "f2e41088-e8ae-4507-a4be-b449b9abbdbc",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Temporary extraction folder created at: C:\\Users\\dominiquef\\AppData\\Local\\Temp\\tmpdg68vthc\n",
+ "Dataset path: C:\\Users\\dominiquef\\Documents\\GIT\\mira\\simpeg-drivers\\simpeg_drivers-assets\\Case studies\\Forrestania_SRTM1 Australia_MGA50_CSV.zip\n",
+ "Extracted 3 files to C:\\Users\\dominiquef\\AppData\\Local\\Temp\\tmpdg68vthc\n",
+ "Extracted files:\n",
+ " - 60472_AOI4.csv\n",
+ " - Forrestania_Gravity_Station_trim_.csv\n",
+ " - Forrestania_SRTM1 Australia_MGA50.tiff\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Create a temporary directory for extracting the zip contents\n",
+ "temp_dir = Path(mkdtemp())\n",
+ "print(f\"Temporary extraction folder created at: {temp_dir}\")\n",
+ "\n",
+ "# Locate the zip file using Mira Geoscience simpeg_drivers' built-in asset_path utility\n",
+ "file = assets_path() / r\"Case studies/Forrestania_SRTM1 Australia_MGA50_CSV.zip\"\n",
+ "\n",
+ "# Print the resolved path to confirm where the file is located on disk\n",
+ "print(f\"Dataset path: {file}\")\n",
+ "\n",
+ "# Extract all contents of the zip file into the temporary directory\n",
+ "with zipfile.ZipFile(file, \"r\") as zf:\n",
+ " zf.extractall(temp_dir)\n",
+ " print(f\"Extracted {len(zf.namelist())} files to {temp_dir}\")\n",
+ "\n",
+ "# List the extracted files for verification\n",
+ "files = list(temp_dir.iterdir())\n",
+ "print(\"Extracted files:\")\n",
+ "for f in files:\n",
+ " print(f\" - {f.name}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "064b0497-6e67-43ac-b0c5-ce82d1651b2e",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "### Processing Elevation Data\n",
+ "\n",
+ "In this step, we'll use Mira Geoscience's `geoh5py` library to read and process the elevation data stored in a GeoTIFF file.\n",
+ "\n",
+ "---\n",
+ "\n",
+ "#### Step 1: Convert the GeoTIFF to a 2D Grid\n",
+ "\n",
+ "We’ll leverage `geoh5py`'s utilities to:\n",
+ "\n",
+ "- Read the **GeoTIFF** as a `geo_image` object\n",
+ "- Convert it to a **2D grid** of elevation values\n",
+ "- Preserve the **spatial referencing**, including geographic coordinates\n",
+ "\n",
+ "This gives us a structured **DEM** ready for further visualization and interpolation."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "c6f32387-ee65-4e39-940c-e0577155ca80",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Create a geoh5py workspace (in-memory) for loading the elevation data\n",
+ "ws = Workspace()\n",
+ "\n",
+ "# Load the GeoTIFF as a GeoImage object from the extracted files\n",
+ "geotiff = objects.GeoImage.create(\n",
+ " ws, image=str(next(file for file in files if \"SRTM1\" in file.name))\n",
+ ")\n",
+ "\n",
+ "# Register the geospatial reference system using TIFF metadata\n",
+ "geotiff.georeferencing_from_tiff()\n",
+ "\n",
+ "# Convert the GeoImage into a structured 2D grid object\n",
+ "grid = geotiff.to_grid2d()\n",
+ "elevations = grid.children[0].values # Flat array of elevation values\n",
+ "\n",
+ "# Reshape and visualize the elevation data\n",
+ "elev_image = elevations.reshape(grid.shape, order=\"F\").T\n",
+ "\n",
+ "# Plot the elevation data\n",
+ "fig, ax = plt.subplots(figsize=(10, 10))\n",
+ "im = ax.imshow(elev_image, cmap=\"terrain\", origin=\"lower\")\n",
+ "\n",
+ "# Add colorbar and annotations\n",
+ "cbar = plt.colorbar(im, orientation=\"horizontal\", pad=0.1, aspect=40)\n",
+ "cbar.set_label(\"Raw Elevation (m)\")\n",
+ "\n",
+ "ax.set_title(\"Raw Elevation Grid (including placeholders or NaNs)\")\n",
+ "ax.set_xlabel(\"Grid X\")\n",
+ "ax.set_ylabel(\"Grid Y\")\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "259fa2da-421a-456c-ae25-6f54f8154a26",
+ "metadata": {},
+ "source": [
+ "#### Clean Up Invalid Elevation Values\n",
+ "We also need to remove the zeros or placeholder values from the rotated DEM."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "b1cd89f2-4130-4c90-a175-7f2c64b2b4c2",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Minimum elevation value: 1.1754943508222875e-38\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Check minimum elevation value\n",
+ "print(f\"Minimum elevation value: {np.nanmin(elevations)}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "c6c073a4-d83a-4aa2-8356-20e0d74f9cb4",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "
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+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Replace placeholder elevation values (near zero) with NaN\n",
+ "# These extremely small values typically represent \"no data\" in the raster\n",
+ "no_data_mask = np.abs(elevations) < 2e-38\n",
+ "elevations = np.where(no_data_mask, np.nan, elevations)\n",
+ "\n",
+ "# Visualize the cleaned elevation data\n",
+ "fig, ax = plt.subplots(figsize=(10, 10))\n",
+ "cleaned_elev_image = elevations.reshape(grid.shape, order=\"F\").T\n",
+ "\n",
+ "im = ax.imshow(cleaned_elev_image, cmap=\"terrain\", origin=\"lower\")\n",
+ "\n",
+ "# Add colorbar and axis labels\n",
+ "cbar = plt.colorbar(im, orientation=\"horizontal\", pad=0.1, aspect=40)\n",
+ "cbar.set_label(\"Cleaned Elevation (m)\")\n",
+ "\n",
+ "ax.set_title(\"Cleaned Elevation Grid\")\n",
+ "ax.set_xlabel(\"Grid X\")\n",
+ "ax.set_ylabel(\"Grid Y\")\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "9285ff94",
+ "metadata": {},
+ "source": [
+ "### Final DEM Numpy Array\n",
+ "\n",
+ "With the elevation grid cleaned and spatially referenced, we now combine the X and Y coordinates of the grid centroids with the corresponding elevation values to form a complete **DEM numpy array** array.\n",
+ "\n",
+ "The resulting array has the structure:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "7e59616c-9998-44d7-9fff-618cf9e92d6a",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "DEM shape: (738446, 3) (rows: points, columns: [X, Y, Elevation])\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Final DEM array construction: [X, Y, Elevation]\n",
+ "# Combine the grid centroids (X, Y) with the cleaned elevation values\n",
+ "dem = np.c_[grid.centroids[:, :2], elevations]\n",
+ "\n",
+ "# Preview the result\n",
+ "print(f\"DEM shape: {dem.shape} (rows: points, columns: [X, Y, Elevation])\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "378442be-d578-4384-8e40-9695fb1c2f71",
+ "metadata": {},
+ "source": [
+ "--- \n",
+ "\n",
+ "### Inspecting the Magnetic Data\n",
+ "\n",
+ "We will use the `pandas` library to read the magnetic survey data from the provided CSV file.\n",
+ "\n",
+ "#### About the Dataset \n",
+ "\n",
+ "The magnetic data were downloaded from the [Geoscience Australia GADDS Portal](https://portal.ga.gov.au/persona/gadds)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "4cbf5e6c-32aa-42fa-983a-863d343a6a5b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Magnetic survey data preview:\n"
+ ]
+ },
+ {
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4042 rows × 31 columns
\n",
+ "
"
+ ],
+ "text/plain": [
+ " X Y Z Band 1 CHORDLEN COSMIC DATE \\\n",
+ "0 749098.69 6419105.5 447.29 385.29 5752.7 28.0 19880216.0 \n",
+ "1 749081.69 6419105.5 448.28 386.28 5735.7 24.7 19880216.0 \n",
+ "2 749064.56 6419105.5 449.19 387.19 5718.6 21.5 19880216.0 \n",
+ "3 749047.44 6419105.5 449.19 387.19 5701.5 18.3 19880216.0 \n",
+ "4 749030.38 6419105.5 449.15 387.15 5684.4 15.0 19880216.0 \n",
+ "... ... ... ... ... ... ... ... \n",
+ "4037 744737.44 6416867.0 432.49 377.69 23716.5 22.8 19880216.0 \n",
+ "4038 744719.31 6416867.0 432.17 377.67 23734.6 24.5 19880216.0 \n",
+ "4039 744701.13 6416867.0 431.87 377.67 23752.8 26.2 19880216.0 \n",
+ "4040 744683.00 6416866.5 431.69 377.69 23770.9 28.0 19880216.0 \n",
+ "4041 744664.50 6416866.5 432.73 378.63 23789.4 26.5 19880216.0 \n",
+ "\n",
+ " DIURNAL FIDUCIAL FLIGHT ... THORAW TIME TOTRAW URARAW \\\n",
+ "0 58877.6 353.0 8.0 ... 146.0 12272.8 2213.0 81.0 \n",
+ "1 58877.6 352.0 8.0 ... 142.3 12272.4 2128.3 77.2 \n",
+ "2 58877.6 351.0 8.0 ... 138.5 12272.0 2043.5 73.5 \n",
+ "3 58877.6 350.0 8.0 ... 134.8 12271.6 1958.8 69.7 \n",
+ "4 58877.6 349.0 8.0 ... 131.0 12271.2 1874.0 66.0 \n",
+ "... ... ... ... ... ... ... ... ... \n",
+ "4037 58896.1 2806.0 8.0 ... 113.5 5250.2 1896.0 74.5 \n",
+ "4038 58896.1 2807.0 8.0 ... 119.0 5250.6 1976.0 76.0 \n",
+ "4039 58896.1 2808.0 8.0 ... 124.5 5251.0 2056.0 77.5 \n",
+ "4040 58896.1 2809.0 8.0 ... 130.0 5251.4 2136.0 79.0 \n",
+ "4041 58896.1 2810.0 8.0 ... 131.5 5251.8 2125.0 80.8 \n",
+ "\n",
+ " X_MGA50 X_MGA51 xEAST1 Y_MGA50 Y_MGA51 yNORTH1 \n",
+ "0 749098.7 184334.8 748955.9 6419105.5 6417239.5 6418957.0 \n",
+ "1 749081.7 184317.9 748938.9 6419105.5 6417238.5 6418957.0 \n",
+ "2 749064.6 184300.8 748921.8 6419105.5 6417237.5 6418957.0 \n",
+ "3 749047.4 184283.7 748904.7 6419105.5 6417236.5 6418957.0 \n",
+ "4 749030.4 184266.6 748887.6 6419105.5 6417235.5 6418957.0 \n",
+ "... ... ... ... ... ... ... \n",
+ "4037 744737.4 180103.8 744594.7 6416867.0 6414759.0 6416718.5 \n",
+ "4038 744719.3 180085.8 744576.6 6416867.0 6414758.0 6416718.5 \n",
+ "4039 744701.1 180067.6 744558.4 6416867.0 6414757.0 6416718.5 \n",
+ "4040 744683.0 180049.5 744540.3 6416866.5 6414755.0 6416718.0 \n",
+ "4041 744664.5 180031.0 744521.8 6416866.5 6414754.0 6416718.0 \n",
+ "\n",
+ "[4042 rows x 31 columns]"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Load magnetic CSV data file with pandas\n",
+ "mag_dataframe = pandas.read_csv(\n",
+ " next(file for file in files if \"AOI4\" in file.name)\n",
+ ") # Command 'next' returns the first file that matches the condition.\n",
+ "\n",
+ "# Preview the dataset\n",
+ "print(\"Magnetic survey data preview:\")\n",
+ "mag_dataframe"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2675ab3f-4126-42dd-8860-7acec8dc7a78",
+ "metadata": {},
+ "source": [
+ "### Data Preprocessing\n",
+ "\n",
+ "#### Step 1: Attach elevation to the airborne magnetic data\n",
+ "\n",
+ "The raw CSV contains useful survey information but lacks **absolute elevation values**. Only the height above ground (terrain clearence) is provided. To add the true elevation to the dataset, we extract terrain elevation from the DEM using nearest-neighbor interpolation, which is fast and sufficient for this purpose."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "22f048cf-2f8e-48b0-b45a-83910a06cf37",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Maximum interpolated elevation: 456.1102294921875\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Extract relevant columns: projected easting (X), northing (Y), and radar altimeter (height above ground)\n",
+ "mag_locs = mag_dataframe[[\"X_MGA50\", \"Y_MGA50\", \"RADALT\"]].to_numpy()\n",
+ "\n",
+ "# Build a KDTree for fast spatial search on the DEM 2D coordinates\n",
+ "tree = sp.spatial.cKDTree(dem[:, :2]) # Only XY from DEM\n",
+ "_, ind = tree.query(mag_locs[:, :2]) # Nearest neighbour indices from DEM\n",
+ "\n",
+ "# Add DEM ground elevation to RADALT to get true elevation\n",
+ "mag_locs[:, 2] += dem[ind, 2]\n",
+ "\n",
+ "# Check elevation range\n",
+ "print(f\"Maximum interpolated elevation: {np.nanmax(mag_locs[:, 2])}\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "8cd25184-6781-4baa-ae2b-e08126359f5f",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the survey points coloured by interpolated elevation\n",
+ "fig, ax = plt.subplots(figsize=(10, 12))\n",
+ "sc = ax.scatter(\n",
+ " mag_locs[:, 0],\n",
+ " mag_locs[:, 1], # X and Y coordinates\n",
+ " c=mag_locs[:, 2], # Color is based on elevation\n",
+ " marker=\"o\", # Circle markers\n",
+ " cmap=\"terrain\",\n",
+ " s=40, # Size of points slightly larger for visibility\n",
+ " edgecolors=\"k\",\n",
+ " linewidths=0.1, # Thin black edge for better visibility\n",
+ ")\n",
+ "\n",
+ "# Add colorbar\n",
+ "cbar = plt.colorbar(sc, ax=ax, orientation=\"horizontal\", pad=0.1, aspect=40)\n",
+ "cbar.set_label(\"Interpolated Elevation (m)\", fontsize=11)\n",
+ "\n",
+ "ax.set_aspect(\"equal\")\n",
+ "ax.set_title(\"Magnetic Flight Path with Interpolated Elevation\")\n",
+ "ax.set_xlabel(\"Easting (MGA50)\")\n",
+ "ax.set_ylabel(\"Northing (MGA50)\")\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f859a1c8",
+ "metadata": {},
+ "source": [
+ "#### Step 2: Compute Residual Magnetic Data\n",
+ "\n",
+ "Magnetometers measure **Total Magnetic Intensity (TMI)**, which includes both the Earth’s **primary magnetic field** and **secondary fields** produced by local magnetized geology (e.g., magnetite-bearing formations).\n",
+ "\n",
+ "However, in **`SimPEG`**, we must condition the data such that it isolates only the geologic response **within the subsurface volume being inverted**. \n",
+ "\n",
+ "To achieve this, we must remove contributions from the Earth's primary field, as well as any large-scale regional signals not expected to originate from within the inversion domain.\n",
+ "\n",
+ "##### Lookup and Remove IGRF\n",
+ "\n",
+ "The first step is to remove the Earth's **primary field** using the **International Geomagnetic Reference Field (IGRF)**.\n",
+ "\n",
+ "We obtain the inducing field parameters for the survey location and date from the [NOAA Geomagnetic Calculator](https://www.ngdc.noaa.gov/geomag/calculators/magcalc.shtml?useFullSite=true#igrfwmm). For this survey, flown between **February and March 1988**, the IGRF model provides the following parameters for the survey area:\n",
+ "\n",
+ "```{figure} ../images/NOAA_IGRF.png\n",
+ "```\n",
+ "\n",
+ "**IGRF parameters at the time of acquisition:** \n",
+ "\n",
+ "- **Field strength**: 59294 nT \n",
+ "- **Inclination**: −67.1° \n",
+ "- **Declination**: −0.89° \n",
+ "\n",
+ "> 💡 **Important**: \n",
+ "> For a small survey area like this, the IGRF field is nearly uniform. A single IGRF value can be subtracted across the dataset. For larger areas or higher precision, you may compute IGRF at each point.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "026be717-7bf5-40b0-8f76-7c07cce49b35",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Subtract IGRF field strength to get residual magnetic intensity (RMI)\n",
+ "igrf_strength = 59294 # nT\n",
+ "mag_data = mag_dataframe[\"MAGCOMP\"] - igrf_strength\n",
+ "\n",
+ "# Plot figure\n",
+ "fig, axes = plt.subplots(1, 2, figsize=(14, 5), constrained_layout=True)\n",
+ "\n",
+ "# Plot 1: Histogram of residual magnetic intensity\n",
+ "axes[0].hist(mag_data, bins=60, color=\"steelblue\", edgecolor=\"k\", alpha=0.8)\n",
+ "axes[0].set_title(\"Histogram of Residual Magnetic Intensity (RMI)\")\n",
+ "axes[0].set_xlabel(\"RMI (nT)\")\n",
+ "axes[0].set_ylabel(\"Frequency\")\n",
+ "axes[0].grid(True, linestyle=\"--\", alpha=0.5)\n",
+ "\n",
+ "# Show median on histogram\n",
+ "median_val = mag_data.median()\n",
+ "axes[0].axvline(\n",
+ " median_val, color=\"red\", linestyle=\"--\", label=f\"Median: {median_val:.1f} nT\"\n",
+ ")\n",
+ "axes[0].legend()\n",
+ "\n",
+ "# Plot 2: MAGCOMP spatial distribution\n",
+ "sc = axes[1].scatter(\n",
+ " mag_dataframe[\"X\"],\n",
+ " mag_dataframe[\"Y\"],\n",
+ " c=mag_data,\n",
+ " cmap=\"RdBu_r\",\n",
+ " s=20,\n",
+ " marker=\"o\",\n",
+ " edgecolors=\"black\",\n",
+ " linewidth=0.1,\n",
+ ")\n",
+ "axes[1].set_title(\"Spatial Distribution of RMI Data\")\n",
+ "axes[1].set_xlabel(\"Easting (m)\")\n",
+ "axes[1].set_ylabel(\"Northing (m)\")\n",
+ "axes[1].set_aspect(\"equal\")\n",
+ "axes[1].grid(True, linestyle=\"--\", alpha=0.5)\n",
+ "cb = fig.colorbar(sc, ax=axes[1], shrink=0.9, label=\"RMI (nT)\")\n",
+ "\n",
+ "plt.suptitle(\"Residual Magnetic Data Summary\", fontsize=14)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "dfb824dd-4cc1-468d-9e57-0cfdcdddb712",
+ "metadata": {},
+ "source": [
+ "#### Step 3: Detrend\n",
+ "\n",
+ "The magnetic data still contains a low-frequency regional trend, likely associated with deeper or broad-scale geological sources we are **not interested in modelling**. \n",
+ "\n",
+ "To better isolate the **local high-amplitude magnetic anomaly** of interest, we subtract the **median value** from the residual magnetic data. \n",
+ "\n",
+ "This:\n",
+ "\n",
+ "- Suppress background signals from sources that don’t fully reside within the inversion domain\n",
+ "- Shifts the baseline so that the background is centered around zero\n",
+ "- Enhances contrast of localized features (such as our target magnetic high) \n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "f6db14f8-b29f-4d11-953a-430b80cfc22e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Median after detrending: 0.0 nT\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Detrend by removing the median\n",
+ "mag_data -= mag_data.median()\n",
+ "\n",
+ "# Plot histogram of centered magnetic data\n",
+ "fig, ax = plt.subplots(figsize=(8, 6))\n",
+ "ax.hist(mag_data, bins=60, color=\"steelblue\", edgecolor=\"black\", alpha=0.8)\n",
+ "\n",
+ "# Show zero line on histogram\n",
+ "ax.axvline(0, color=\"red\", linestyle=\"--\", label=\"Zero nT\")\n",
+ "ax.legend()\n",
+ "\n",
+ "# Add plot details\n",
+ "ax.set_title(\"Histogram of Detrended Magnetic Data\")\n",
+ "ax.set_xlabel(\"Residual Magnetic Intensity (nT)\")\n",
+ "ax.set_ylabel(\"Frequency\")\n",
+ "ax.grid(True, linestyle=\"--\", alpha=0.6)\n",
+ "\n",
+ "# Confirm new median\n",
+ "print(f\"Median after detrending: {mag_data.median():.1f} nT\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "75825d5a-d08f-469f-b01b-eb851aebfba6",
+ "metadata": {},
+ "source": [
+ "#### Step 4: Downsampling\n",
+ "\n",
+ "We downsample the magnetic data **along flight lines** to reduce the computational cost of inversion. Since the **average flight height was 60 m**, we can confidently downsample to a similar spacing without losing important wavelength information.\n",
+ "\n",
+ "This is based on the assumption that the **shortest resolvable wavelength** in geophysical data is roughly twice the flight height. According to the **Nyquist criterion**, to preserve these wavelengths, we must sample at least every half-wavelength.\n",
+ "\n",
+ "Although we are not directly setting the inversion mesh yet, we use this guideline to inform our **target resolution**, aiming to preserve all meaningful geological signals from our original dataset during inversion.\n",
+ "\n",
+ "| Parameter | Value | Description |\n",
+ "|------------------------------|-----------|---------------------------------------------------------|\n",
+ "| Flight height | 60 m | Average sensor height above ground |\n",
+ "| Shortest resolvable wavelength | 120 m | ~2× flight height |\n",
+ "| Nyquist sampling interval | ≤ 60 m | Required spacing to capture 120 m wavelength |\n",
+ "| Target resolution reference | 30 m | Conservative interval to retain signal content |\n",
+ "\n",
+ "Downsampling **along flight lines** is performed by sampling the data over a regular grid along the flight paths.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "b4996f62-2ee1-4c19-b57d-5b54f1c69d6b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Number of Data points in the Original survey: 4042 points\n",
+ "Number of Data points in the Downsampled survey: 2500 points\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Define grid extent and spacing (60 m)\n",
+ "dx = 60\n",
+ "x_vals = np.arange(745500, 748500, dx) # X coordinates in MGA50, sampled every 60 m\n",
+ "y_vals = np.arange(6415500, 6418500, dx) # Y coordinates in MGA50, sampled every 60 m\n",
+ "x_grid, y_grid = np.meshgrid(x_vals, y_vals)\n",
+ "\n",
+ "# Build KDTree for nearest-neighbor lookup\n",
+ "tree = cKDTree(mag_locs[:, :2])\n",
+ "\n",
+ "# For each grid node, finds the nearest actual survey point\n",
+ "_, nearest_idx = tree.query(np.c_[x_grid.ravel(), y_grid.ravel()])\n",
+ "\n",
+ "# Build new downsampled dataset by selecting the closest survey point to each grid node\n",
+ "mag_survey = np.c_[mag_locs, mag_data][nearest_idx, :]\n",
+ "print(f\"Number of Data points in the Original survey: {len(mag_data)} points\")\n",
+ "print(f\"Number of Data points in the Downsampled survey: {len(mag_survey)} points\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "2690fe89-6802-4b45-80eb-ab46db97a49d",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot downsampled magnetic survey points colored by residual magnetic data\n",
+ "fig, ax = plt.subplots(figsize=(10, 12))\n",
+ "\n",
+ "sc = ax.scatter(\n",
+ " mag_survey[:, 0], # Easting\n",
+ " mag_survey[:, 1], # Northing\n",
+ " c=mag_survey[:, -1], # Residual magnetic intensity (nT)\n",
+ " cmap=\"RdBu_r\",\n",
+ " s=80,\n",
+ " marker=\"o\",\n",
+ " edgecolors=\"k\",\n",
+ " linewidths=0.1, # Thin black edge for better visibility\n",
+ ")\n",
+ "\n",
+ "# Add colorbar\n",
+ "cbar = plt.colorbar(sc, ax=ax, orientation=\"horizontal\", pad=0.1, aspect=40)\n",
+ "cbar.set_label(\"Residual Magnetic Intensity (nT)\", fontsize=11)\n",
+ "\n",
+ "# Axis settings\n",
+ "ax.set_title(\"Downsampled Magnetic Data\", fontsize=14)\n",
+ "ax.set_xlabel(\"Easting (MGA50)\", fontsize=11)\n",
+ "ax.set_ylabel(\"Northing (MGA50)\", fontsize=11)\n",
+ "ax.set_aspect(\"equal\")\n",
+ "ax.grid(True, linestyle=\"--\", alpha=0.5)\n",
+ "\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "522c0bb5-ecbc-4585-b830-c9cf57724582",
+ "metadata": {},
+ "source": [
+ "## Inversion\n",
+ "\n",
+ "We proceed with the inversion of the airborne magnetic data. Our goal is to model the shape, estimated susceptibility, and position of magnetized geological units in 3D.\n",
+ "\n",
+ "---\n",
+ "\n",
+ "### Create a Mesh\n",
+ "\n",
+ "To prepare for inversion, we need to discretize the subsurface into a 3D mesh (grid of cells) under the following constraints:\n",
+ "\n",
+ "- Use **as few cells as possible** to remain computationally efficient\n",
+ "- Ensure **high resolution** in target areas to capture small features\n",
+ "\n",
+ "We achieve both goals using an **adaptive octree mesh**, which allows finer resolution where needed and coarser discretization elsewhere.\n",
+ "\n",
+ "```{figure} ../images/octree_grid.png\n",
+ "Top-down view of the adaptive octree mesh. Smaller (refined) cells are usually concentrated around magnetic measurement points, where model resolution matters most.\n",
+ "```\n",
+ "\n",
+ "We will use the function `discretize.utils.mesh_builder_xyz` to create the **adaptive octree mesh** around our magnetic measurement points and topography.\n",
+ "\n",
+ "This function builds a 3D mesh from a cloud of points (`xyz`) and a base cell size (`h`). It supports both tensor and tree (octree) meshes and handles padding, depth control, and expansion automatically.\n",
+ "\n",
+ "Function:\n",
+ "```python\n",
+ "discretize.utils.mesh_builder_xyz(xyz, h, padding_distance=None, base_mesh=None, depth_core=None, expansion_factor=1.3, mesh_type='tensor', tree_diagonal_balance=None)\n",
+ "```\n",
+ "Key parameters:\n",
+ "- `xyz`: Input point cloud (e.g., magnetic measurement points)\n",
+ "- `h`: Base cell size in x, y, z\n",
+ "- `depth_core`: Depth of the high-resolution core\n",
+ "- `padding_distance`: `[[W, E], [N, S], [Down, Up]]` padding around the core (default: no padding)\n",
+ "- `mesh_type='tree'`: Use octree mesh type.\n",
+ "- `expansion_factor=1.3`: For tensor mesh type only.\n",
+ "\n",
+ "```{figure} ../images/diag_balance.png\n",
+ "TreeMesh with and without diagonal balance.\n",
+ "```\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> - Disabling **diagonal balance** allows abrupt transitions between octree levels (e.g., from 1 to 3), reducing cell count but potentially decreasing simulation accuracy when solving partial-differential equations. \n",
+ "> - **Padding** is usually added to capture *long-wavelength signals* and *minimize edge effects*. A common guideline is to pad by at least the lateral extent of the data coverage. Here, the target anomaly is well-centered and spectrally isolated, with no significant regional trends. Therefore, padding is omitted to reduce computational cost.\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "321d027f-3f22-423b-97a9-ae350818406a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the base cell size in x, y, and z directions (in meters)\n",
+ "# Typically set to half the survey flight height and/or data resolution (the one that is smallest).\n",
+ "dh = 30 # Base cell size in meters (same in x, y, and z)\n",
+ "base_cells = [dh, dh, dh] # [dx, dy, dz] base mesh cell width in meters\n",
+ "\n",
+ "# Create base TreeMesh (Octree) covering the full extent of the data\n",
+ "# Start with no refinements\n",
+ "mag_octree = discretize.utils.mesh_builder_xyz(\n",
+ " mag_survey[:, :3], # Use re-sampled magnetic dataset coordinates for domain extent\n",
+ " base_cells, # Base cell size in X, Y, and Z directions\n",
+ " mesh_type=\"tree\", # Use adaptive octree mesh\n",
+ " depth_core=2000, # The mesh will be at least as deep as 2000 m\n",
+ " # padding_distance=[[2000,2000],[1750,1750],[2000,500]] # Padding (not used here, but can be specified for padding around the domain)\n",
+ ")\n",
+ "\n",
+ "# Refine the mesh around receiver locations (re-sampled magnetic survey points)\n",
+ "# Function designed for points specifically\n",
+ "mag_octree.refine_points(\n",
+ " mag_survey[:, :3], # Refine around re-samp mag survey points\n",
+ " level=-1, # Start at the (last) highest level, i.e., the base cell size.\n",
+ " padding_cells_by_level=[\n",
+ " 6,\n",
+ " 6,\n",
+ " 6,\n",
+ " ], # Number of cells at 30 m, 60 m and 120 m, i.e., 6 cells for each level 1, 2, and 3\n",
+ " finalize=False, # Don't finalize yet. We'll add refinement to topography.\n",
+ ")\n",
+ "\n",
+ "# Refine along topography\n",
+ "# Function designed for surfaces specifically\n",
+ "mag_octree.refine_surface(\n",
+ " dem,\n",
+ " level=-3, # Start at level -3, i.e., only refine at 120 m around DEM.\n",
+ " padding_cells_by_level=[1], # Number of cells at 120 m, which is level -3\n",
+ " finalize=True, # Complete the mesh on our last call\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2f5c53ef-47c8-4658-a8c9-7afc32df7e40",
+ "metadata": {},
+ "source": [
+ "### Define Active Cells\n",
+ "\n",
+ "In magnetic modeling, **only cells below the Earth's surface** influence the simulated magnetic response. These are called **active cells**. In contrast, **air cells** above the surface do not contribute and are excluded from the forward simulation and inversion.\n",
+ "\n",
+ "SimPEG uses a boolean mask to identify active versus inactive cells. This is typically done using the `discretize.utils.active_from_xyz` utility, which compares the mesh to the topography.\n",
+ "\n",
+ "- **Active cells**: below topography, used in forward simulation/inversion.\n",
+ "- **Inactive cells**: above topography, ignored to save computation.\n",
+ "\n",
+ "The result is a `bool` array (our object named `active`) the same size as the number of mesh cells, indicating which are active."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "740adf64-a3fc-45ba-9236-1701808e15b5",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Number of active (non-air) cells: 83144\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Identify active (subsurface) cells based on the DEM surface\n",
+ "# This flags all cells whose centers lie below the topography\n",
+ "active = discretize.utils.active_from_xyz(mag_octree, dem)\n",
+ "\n",
+ "# Count the number of active (non-air) cells\n",
+ "n_actives = int(active.sum())\n",
+ "print(f\"Number of active (non-air) cells: {n_actives}\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "c61b56db",
+ "metadata": {},
+ "source": [
+ "### Plot a mesh slice "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "0cd9a08d",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Cheking X range of stations: min = 745486.1, max = 748455.3\n"
+ ]
+ }
+ ],
+ "source": [
+ "print(\n",
+ " f\"Cheking X range of stations: min = {mag_survey[:, 0].min()}, max = {mag_survey[:, 0].max()}\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "08a97dfe",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Create a model with value 0 for active and -999 for inactive cells (as flag) for plotting the TreeMesh\n",
+ "# This will (only) be used to visualize the active cells in the mesh\n",
+ "\n",
+ "# mag_octree.nC returns the total number of cells, we create a mesh with -999 assigned to all cells\n",
+ "full_model = np.full(mag_octree.nC, -999.0)\n",
+ "\n",
+ "# Then we set value 0 for active cells only\n",
+ "full_model[active] = 0.0"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "bf41b2d4",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot TreeMesh X-slice with magnetic stations near the slice\n",
+ "fig, ax = plt.subplots(figsize=(18, 8))\n",
+ "\n",
+ "# Get index of slice closest to X=746500 of magnetic data\n",
+ "x_slice_idx = np.argmin(np.abs(mag_octree.cell_centers_x - np.median(mag_survey[:, 0])))\n",
+ "x_val = mag_octree.cell_centers_x[x_slice_idx] # For annotation\n",
+ "\n",
+ "# Plot model slice\n",
+ "norm = mpl.colors.Normalize(vmin=-1.0, vmax=0.1)\n",
+ "cmap = mpl.cm.ocean\n",
+ "\n",
+ "mag_octree.plot_slice(\n",
+ " full_model,\n",
+ " normal=\"X\",\n",
+ " ind=x_slice_idx,\n",
+ " ax=ax,\n",
+ " grid=True,\n",
+ " pcolor_opts={\n",
+ " \"cmap\": cmap,\n",
+ " \"norm\": norm,\n",
+ " \"linewidth\": 0.1, # show mesh grid\n",
+ " },\n",
+ ")\n",
+ "\n",
+ "# Add magnetic stations near the slice\n",
+ "tol = mag_octree.h[0].min() # Minimum cell size in Y direction\n",
+ "mask = (\n",
+ " np.abs(mag_survey[:, 0] - x_val) < tol\n",
+ ") # Mask to select points within tolerance of the slice\n",
+ "\n",
+ "ax.scatter(\n",
+ " mag_survey[mask, 1], # Y-axis\n",
+ " mag_survey[mask, 2], # Elevation\n",
+ " s=50,\n",
+ " c=\"white\",\n",
+ " edgecolors=\"red\",\n",
+ " label=\"Magnetic Observation Points\",\n",
+ ")\n",
+ "\n",
+ "# Final touches\n",
+ "ax.set(\n",
+ " title=f\"Model Slice at X = {x_val:.1f} m\",\n",
+ " xlabel=\"Northing (m)\",\n",
+ " ylabel=\"Elevation (m)\",\n",
+ ")\n",
+ "ax.legend(loc=\"lower left\", fontsize=10)\n",
+ "\n",
+ "# Add colorbar\n",
+ "cbar = fig.colorbar(\n",
+ " mpl.cm.ScalarMappable(norm=norm, cmap=cmap),\n",
+ " ax=ax,\n",
+ " pad=0.02,\n",
+ " aspect=30,\n",
+ " label=\"Flag Value (0 = active, -999 = inactive)\", # Label for the colorbar\n",
+ ")\n",
+ "\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2633025d",
+ "metadata": {},
+ "source": [
+ "### Define Mapping from the Model to Active Cells\n",
+ "\n",
+ "In SimPEG, the **model** refers to a set of parameters, which are *not always* the same as physical property values directly defined on the mesh. For example, the model might represent:\n",
+ "\n",
+ "- Logarithms of physical properties (e.g., `log(conductivity)`)\n",
+ "- Parametric shapes (e.g., layers, ellipsoids)\n",
+ "- Or, in our case, **magnetic susceptibility values** in active cells.\n",
+ "\n",
+ "To connect these model parameters to the physical property values on the mesh, SimPEG uses **mappings**, defined through the `simpeg.maps` module.\n",
+ "\n",
+ "In this case, we are inverting for **magnetic susceptibility values** directly within the active cells of the mesh. Therefore, we use an `IdentityMap`, i.e. a simple, one-to-one mapping between model parameters and active cell values."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "4d2f5f93",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define mapping from model to active cells. Our model consists of a magnetic\n",
+ "# susceptibility value (to be defined) for each cell below the Earth's surface.\n",
+ "\n",
+ "model_map = simpeg.maps.IdentityMap(nP=n_actives)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "e94e0531",
+ "metadata": {},
+ "source": [
+ "### Define the Reference and Starting Models\n",
+ "\n",
+ "In SimPEG, we define two important models for inversion:\n",
+ "\n",
+ "\n",
+ "- **Starting model (`m_start`):** Provides an initial guess for the inversion but doesn't need to resemble the true subsurface. For magnetic inversion using a `linear` integral formulation, the choice of starting model has minimal impact on the result. However, it **must not be all zeros**, as that would prevent gradient computation during the first iteration. A small constant value is often used.\n",
+ "\n",
+ "- **Reference model (`m_ref`):** Encodes prior geologic knowledge or expectations about the subsurface. If no such prior is available and background structures have been removed from the magnetic data, the reference model is typically zero.\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> \n",
+ "> Both models are defined only over **active cells** (i.e., below surface) and must be 1D NumPy arrays with length equal to the `number of active cells`. \n",
+ "> Magnetic susceptibility values are expressed in units of $SI$.\n",
+ "> In linear least-square problems, the inversion converges to a unique solution regardless of the starting point, unlike nonlinear cases where the starting model can affect convergence."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "4f18f2c8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Starting model shape (active cells): (83144,), with [0.0001 0.0001 0.0001 ... 0.0001 0.0001 0.0001] mag sus (SI) model\n",
+ "\n",
+ "Reference model shape (active cells): (83144,), with [0. 0. 0. ... 0. 0. 0.] mag sus (SI) model\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Reference model: zero magnetic susceptibility (main background trend has been removed)\n",
+ "m_ref = np.zeros(n_actives)\n",
+ "\n",
+ "# Starting model: small uniform magnetic suceptibility across all active cells as an initial guess\n",
+ "m_start = np.ones(active.sum()) * 1e-4\n",
+ "\n",
+ "# Print the starting model shape and values for verification\n",
+ "print(\n",
+ " f\"Starting model shape (active cells): {m_start.shape}, with {m_start} mag sus (SI) model\\n\"\n",
+ ")\n",
+ "\n",
+ "# Print the reference model shape and values for verification\n",
+ "print(\n",
+ " f\"Reference model shape (active cells): {m_ref.shape}, with {m_ref} mag sus (SI) model\"\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "df872cd7-6c91-410d-9295-3dd382398641",
+ "metadata": {},
+ "source": [
+ "### Define the Survey\n",
+ "\n",
+ "We now define the **survey configuration** required for magnetic inversion. This involves three main components:\n",
+ "\n",
+ "- **Receivers**: Define the 3D coordinates $[X, Y, Z]$ of each observation point and the magnetic component measured. In this case, we use the **Total Magnetic Intensity** after residual and detrending processing. \n",
+ "- **Source Field**: Generally, the passive or active sources responsible for generating geophysical responses, and their associated receivers. In the scalar magnetic case, it defines the Earth’s inducing magnetic field using the `UniformBackgroundField` class. This object sets a constant **field strength**, **inclination**, and **declination** across the entire domain derived from the IGRF model. \n",
+ "- **Survey**: Combines the receivers and the source field into a `Survey` object, which is then passed into the simulation to compute forward responses. \n",
+ " \n",
+ "> 💡 **Note:** \n",
+ "> \n",
+ "> In geophysical literature, **“TMI”** may refer to either the **raw measured field** or the **residual field** (after IGRF removal). \n",
+ "> \n",
+ "> In SimPEG’s scalar magnetic inversion using `components=[\"tmi\"]`, the data must be **residual** and reflect only the **geologic response within the inversion volume**. While this requirement is not explicitly stated in the **User Guide**, it is the standard practice in the [SimPEG User Tutorials - Magnetics](https://simpeg.xyz/user-tutorials/magnetics-index).\n",
+ "> To prepare the data correctly: \n",
+ "> - Subtract the IGRF (primary field) \n",
+ "> - Remove broad regional trends not related to the target geology \n",
+ "> - Ensure remaining signals originate from structures within the inversion volume\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "80feb0f6-6ade-429b-90e0-e9b93c2f4d82",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Use the observation locations and components to define the receivers\n",
+ "# To simulate data, the receivers must be defined as a list\n",
+ "receiver_list = potential_fields.magnetics.receivers.Point(\n",
+ " mag_survey[:, :3], components=[\"tmi\"]\n",
+ ")\n",
+ "\n",
+ "# Define the uniform inducing magnetic field (IGRF) as the source\n",
+ "source_field = potential_fields.magnetics.sources.UniformBackgroundField(\n",
+ " receiver_list=receiver_list,\n",
+ " amplitude=59294, # Field strength in nT\n",
+ " inclination=-67.1, # Downward-pointing field\n",
+ " declination=-0.89, # Near-true north direction\n",
+ ")\n",
+ "\n",
+ "# Define the survey\n",
+ "survey = potential_fields.magnetics.survey.Survey(source_field)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "73110533",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Number of data points (nD): 2500\n",
+ "\n",
+ "Source field object:\n",
+ "\n",
+ "\n",
+ "Receiver object:\n",
+ "[]\n",
+ "\n",
+ "First 5 receiver locations (X, Y, Z):\n",
+ "[[7.45503300e+05 6.41559700e+06 4.27444159e+02]\n",
+ " [7.45552600e+05 6.41559850e+06 4.29688324e+02]\n",
+ " [7.45620100e+05 6.41560150e+06 4.30000000e+02]\n",
+ " [7.45685400e+05 6.41560150e+06 4.30628693e+02]\n",
+ " [7.45735100e+05 6.41560150e+06 4.28998169e+02]]\n"
+ ]
+ }
+ ],
+ "source": [
+ "# check the characteristics of the survey\n",
+ "\n",
+ "print(f\"Number of data points (nD): {survey.nD}\")\n",
+ "print(\"\\nSource field object:\")\n",
+ "print(survey.source_field)\n",
+ "print(\"\\nReceiver object:\")\n",
+ "print(survey.source_field.receiver_list)\n",
+ "print(\"\\nFirst 5 receiver locations (X, Y, Z):\")\n",
+ "print(receiver_list.locations[:5, :])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "1371e6ad",
+ "metadata": {},
+ "source": [
+ "### Define the Forward Simulation\n",
+ "\n",
+ "We now define **how to simulate the physical (forward) response** of our model at the receiver locations.\n",
+ "\n",
+ "In SimPEG, this is done by creating a simulation object. In this case, using the 3D integral formulation. \n",
+ "\n",
+ "The simulation object must be linked to:\n",
+ "- The `survey`* (receiver locations and data type)\n",
+ "- The `mesh` (discretization of the model domain)\n",
+ "- The `active cells` (subsurface-only)\n",
+ "- The `model mapping` (from model parameters to physical properties)\n",
+ "\n",
+ "These elements are passed as arguments to the `simulation` class. Additional parameters can be configured to control solver behavior and memory usage."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "id": "233043a3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the forward simulation\n",
+ "simulation = potential_fields.magnetics.simulation.Simulation3DIntegral(\n",
+ " survey=survey,\n",
+ " mesh=mag_octree,\n",
+ " active_cells=active,\n",
+ " chiMap=simpeg.maps.IdentityMap(nP=n_actives),\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "f459dc5a-2a64-4071-b079-0853bf7ae6e1",
+ "metadata": {},
+ "source": [
+ "### Define Data and Uncertainties\n",
+ "\n",
+ "We can create a `SimPEG.Data` that defines the observed data and uncertainties.\n",
+ "\n",
+ "Uncertainty can be specified in one of two ways:\n",
+ "- A **combination** of `relative_error` (percent of each datum) and `noise_floor` (fixed small value to avoid numerical instability near zero)\n",
+ "- A **direct** `standard_deviation` value per datum, which defines the total uncertainty (𝜀) assuming Gaussian noise\n",
+ "\n",
+ "By setting `standard_deviation`, we bypass the combination of relative and floor errors and explicitly provide the expected noise level.\n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> - For magnetic data, the uncertainty floor can be chosen based on some knowledge of the instrument error, or as some fraction of the largest anomaly value. \n",
+ "> - We generally avoid assigning percent uncertainties because the inversion prioritizes fitting the background over fitting anomalies.\n",
+ "> - In this tutorial, we use $2$% of the maximum magnetic anomaly. For magnetic gradiometry data, different floors may be set per component.\n",
+ "> - In SimPEG, magnetic anomaly values are in units `nT`."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "id": "a6d5aad9-130e-4064-867a-806e8802cc1e",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Absolute Maximum Anomaly: 2961.5999999999985 nT\n",
+ "Assigned Uncertainty: 59.23199999999997 nT\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Observed data\n",
+ "dobs = mag_survey[:, -1] # Observed Magnetic Intensity values (nT)\n",
+ "# using righ-handed coordinate system required in SimPEG\n",
+ "# Assigning uncertainty\n",
+ "maximum_anomaly = np.max(np.abs(dobs)) # Maximum absolute value of the magnetic anomaly\n",
+ "floor_uncertainty = 0.02 * maximum_anomaly # Fixed uncertainty (noise floor)\n",
+ "uncertainties = floor_uncertainty * np.ones(\n",
+ " np.shape(dobs)\n",
+ ") # Assign a constant uncertainty to all data points\n",
+ "\n",
+ "print(f\"Absolute Maximum Anomaly: {maximum_anomaly} nT\")\n",
+ "print(f\"Assigned Uncertainty: {floor_uncertainty} nT\")\n",
+ "\n",
+ "# Create a Data object linking the survey, observations, and assumed noise level\n",
+ "data = simpeg.Data(\n",
+ " survey=survey, # The survey object defining the survey geometry; i.e. sources, receivers, data type.\n",
+ " dobs=dobs, # Observed Magnetic Intensity values (nT)\n",
+ " standard_deviation=uncertainties, # Fixed uncertainty (standard deviation of Gaussian noise) per datum in data units (nT)\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 34,
+ "id": "086b6de8",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot magnetic profile and assigned uncertainties\n",
+ "\n",
+ "# Choose a Northing value to extract the E-W profile and\n",
+ "# a tolerance to select points near that Y value\n",
+ "target_northing, tolerance = 6417400, 100 # Y coordinate and tolerance both in meters\n",
+ "\n",
+ "# Create mask to select points close to the target line\n",
+ "line_mask = np.abs(mag_survey[:, 1] - target_northing) < tolerance\n",
+ "\n",
+ "# Extract data along the flight line\n",
+ "x_line = mag_survey[line_mask, 0] # Easting\n",
+ "dobs_line = dobs[line_mask] # Magnetic data\n",
+ "err_line = uncertainties[line_mask] # Uncertainty (error bars)\n",
+ "\n",
+ "# Sort by Easting (for better plot)\n",
+ "sort_idx = np.argsort(x_line)\n",
+ "x_line = x_line[sort_idx]\n",
+ "dobs_line = dobs_line[sort_idx]\n",
+ "err_line = err_line[sort_idx]\n",
+ "\n",
+ "# Plot\n",
+ "plt.figure(figsize=(18, 5))\n",
+ "plt.errorbar(\n",
+ " x_line,\n",
+ " dobs_line,\n",
+ " yerr=err_line,\n",
+ " fmt=\"o-\",\n",
+ " color=\"steelblue\",\n",
+ " capsize=4,\n",
+ " label=\"Observed Magnetic Anomaly ± Uncertainty\",\n",
+ ")\n",
+ "\n",
+ "plt.xlabel(\"Easting (m)\"), plt.ylabel(\"Detrended Residual Magnetic Intensity (nT)\")\n",
+ "plt.title(f\"E-W Profile at Northing ≈ {target_northing} m\")\n",
+ "plt.grid(True, linestyle=\"--\", alpha=0.5)\n",
+ "plt.legend()\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "bd440d04",
+ "metadata": {},
+ "source": [
+ "---\n",
+ "\n",
+ "### The Objective Function\n",
+ "\n",
+ "#### Data Misfit Function\n",
+ "\n",
+ "In inversion, we seek a model $ \\mathbf{m} $ that best explains the observed data. \n",
+ "This is quantified by the **data misfit function**.\n",
+ "\n",
+ "The objective function is:\n",
+ "\n",
+ "$$\n",
+ "\\phi(m) = \\phi_d + \\beta \\, \\phi_m\n",
+ "$$\n",
+ "\n",
+ "Where: \n",
+ "- $ \\phi_d $ is the **data misfit** \n",
+ "- $ \\phi_m $ is the **regularization** \n",
+ "- $ \\beta $ balances data fit and model complexity\n",
+ "\n",
+ "The data misfit $ \\phi_d $, using a least-squares formulation, is defined as:\n",
+ "\n",
+ "$$\n",
+ "\\phi_d = \\left\\| W_d \\left( \\mathbf{d}_{\\text{obs}} - \\mathbf{d}_{\\text{pred}} \\right) \\right\\|_2^2\n",
+ "$$\n",
+ "\n",
+ "With: \n",
+ "- $ \\mathbf{d}_{\\text{obs}} $ = observed data \n",
+ "- $ \\mathbf{d}_{\\text{pred}} $ = predicted data from the forward model \n",
+ "- $ W_d $ = diagonal weighting matrix, typically $ 1 / \\epsilon_i $, where $ \\epsilon_i $ is the uncertainty for each datum\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "id": "83480d40-0310-4b8d-9fa7-fafbfc3a458d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the data misfit function\n",
+ "# Quantifies the difference between observed and predicted data\n",
+ "# using the L2 norm, which is suitable for Gaussian noise assumptions.\n",
+ "data_misfit = simpeg.data_misfit.L2DataMisfit(data=data, simulation=simulation)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "01d8eb37-acf0-4ed6-9eab-83011e6dfd2f",
+ "metadata": {},
+ "source": [
+ "#### Regularization Function\n",
+ "\n",
+ "To stabilize the inversion and constrain the solution, we add a **regularization term $\\phi_m$** that incorporates prior assumptions about the model.\n",
+ "\n",
+ "We use SimPEG’s `Sparse` regularizer, which allows a **weighted least squares formulation**. It uses an **Iteratively Reweighted Least Squares (IRLS)** strategy to promote **sparsity** in the model and adapt the weighting during inversion.\n",
+ "\n",
+ "The regularization combines:\n",
+ "- A **smallness** term to keep the model close to a reference (here, magnetic susceptibility equal to 0.0 $SI$)\n",
+ "- A **smoothness** term to control spatial variations in the x, y, and z directions\n",
+ "\n",
+ "In our setup:\n",
+ "\n",
+ "- `norms = [0, 2, 2, 2]`\n",
+ " - `0`-norm for smallness encourages **compact bodies**\n",
+ " - `2`-norm for smoothness enforces **smooth, continuous changes** in all directions\n",
+ "- `alpha_s`, `alpha_x`, `alpha_y`, `alpha_z` control the relative importance of each term\n",
+ " - Using the function's defaults for all terms, but these can be adjusted based on prior knowledge or desired model characteristics\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "id": "01e5c04c-869d-41e6-aec1-a22d0d897bf3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the regularization (Sparse + smoothness)\n",
+ "regularization = simpeg.regularization.Sparse(\n",
+ " mesh=mag_octree, # The octree mesh used for inversion\n",
+ " active_cells=active, # The active cells (subsurface) previously defined\n",
+ " reference_model=m_ref, # Our previously assigned zero susceptibility model m_ref\n",
+ " # Smallness term parameters\n",
+ " # alpha_s=1, # Scaling constant for the smallness regularization term\n",
+ " # Smoothness term parameters\n",
+ " # alpha_x=1, # Scaling constants for the first order smoothness\n",
+ " # alpha_y=1, # along x, y and z, respectively\n",
+ " # alpha_z=1, # If set to None, these scaling constants are set automatically\n",
+ " # according to the value of the length_scale parameters\n",
+ " # length_scale_x=1, # Multiplier constant for smoothness\n",
+ " # length_scale_y=1, # along x,y,z relative to base scale length\n",
+ " # length_scale_z=1, # These are equal to sqrt(alpha_x/base cell size_x) for component X and so on\n",
+ " # Model norms\n",
+ " norms=[0, 2, 2, 2], # L0 norm for smallness, L2 norm for smoothness (x, y, z)\n",
+ " # Must all be within the interval [0, 2].\n",
+ ")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a42527ec-b8f5-45d5-b0ee-75cd6f4c60ef",
+ "metadata": {},
+ "source": [
+ "### Inversion Directives\n",
+ "\n",
+ "In SimPEG, **directives** control various steps during the inversion process, such as setting the trade-off parameter $\\beta$, updating weights, and managing the solver.\n",
+ "\n",
+ "Directive objects are stored in a **`list`**, and SimPEG calls them **in sequence** at the start and after each model update. \n",
+ "\n",
+ "Our setup includes:\n",
+ "\n",
+ "- **`UpdateIRLS`** \n",
+ " Iteratively updates weights for the sparse regularization using **Iteratively Reweighted Least Squares (IRLS)**. This promotes `compact` or `blocky` structures. Here, we allow up to **25 IRLS iterations**.\n",
+ "\n",
+ "\n",
+ "- **`UpdateSensitivityWeights`** \n",
+ " Defines how sensitivity-based weights are computed for regularization. These weights help ensure that all cells of the model have a fair chance of being adjusted during inversion, even if their initial sensitivities are low, accounting for the natural decay in sensitivity with depth or distance from the data. Applied once before inversion (`every_iteration=False`), ensuring all regions are fairly weighted.\n",
+ "\n",
+ "- **`BetaEstimate_ByEig`** \n",
+ " Sets the initial trade-off parameter $\\beta_0$ by analyzing the sensitivity (Jacobian) matrix, which describes how model changes affect the predicted data. It selects the largest eigenvalue of this matrix and multiplies it by `beta0_ratio = 10`, ensuring that the data misfit and regularization term start on comparable scales in the objective function. This avoids overfitting or underfitting early in the inversion and leads to a more stable solution. \n",
+ "\n",
+ "- **`UpdatePreconditioner`** \n",
+ " Updates the matrix preconditioner used by the solver to speed up convergence of the linear system. \n",
+ " Recomputing it (`update_every_iteration=True`) ensures efficient solving as the model evolves during inversion.\n",
+ "\n",
+ "These directives are grouped into a `directives_list` and passed to the inversion routine. \n",
+ " \n",
+ "For this inversion with a non-L2 norm, we don’t use the `BetaSchedule` and `TargetMisfit` directives. Here, the beta cooling schedule can be set in the `UpdateIRLS` directive using the `coolingFactor` and `coolingRate` properties. The target misfit for the L2 portion of the IRLS approach can be set with the `chifact_start` property. If not specified, defaults for the function are used. \n",
+ " \n",
+ "\n",
+ "> 💡 **Note**: \n",
+ "> - **The order matters**. SimPEG will raise an error if directives are incorrectly ordered.\n",
+ "> - A **preconditioner** transforms the inversion system into an equivalent form with better numerical properties, enabling the solver to converge **faster and more reliably**.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "id": "fd068a75-cb5b-4ac1-b2e6-6706bdc295d3",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Set up inversion directives\n",
+ "\n",
+ "# Directive 1 - Set up IRLS to promote sparsity in the model\n",
+ "update_irls = simpeg.directives.UpdateIRLS(\n",
+ " # cooling_factor=2, # Default values but you can decide if you want something different\n",
+ " # cooling_rate=1,\n",
+ " # chifact_start=1.0,\n",
+ " max_irls_iterations=25\n",
+ ")\n",
+ "\n",
+ "# Directive 2 - Apply sensitivity-based weighting\n",
+ "sensitivity_weights = simpeg.directives.UpdateSensitivityWeights(every_iteration=False)\n",
+ "\n",
+ "# Directive 3 - Estimate initial trade-off parameter β₀ from largest eigenvalue of the Jacobian\n",
+ "starting_beta = simpeg.directives.BetaEstimate_ByEig(beta0_ratio=10)\n",
+ "\n",
+ "# Directive 4 - Update preconditioner at every iteration for faster convergence\n",
+ "update_jacobi = simpeg.directives.UpdatePreconditioner(update_every_iteration=True)\n",
+ "\n",
+ "# Directive 5 - Track and save output at each iteration\n",
+ "save_out = simpeg.directives.SaveOutputEveryIteration(\n",
+ " name=\"iterations_magnetics\"\n",
+ ") # Saves in the current working directory\n",
+ "\n",
+ "# Directives in required order\n",
+ "directives_list = [\n",
+ " update_irls, # IRLS loop for sparsity\n",
+ " sensitivity_weights, # Must come before beta\n",
+ " starting_beta, # Needs sensitivity weights\n",
+ " update_jacobi, # Solver preconditioning\n",
+ " save_out, # Save models and predicted data at every iteration\n",
+ "]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4e231f80-1283-4b66-aef1-4f2529a9c527",
+ "metadata": {},
+ "source": [
+ "### Define the Optimization Algorithm and Run the Inversion\n",
+ "\n",
+ "We now configure and run the inversion by combining the components defined earlier.\n",
+ "\n",
+ "- **`ProjectedGNCG` optimizer** \n",
+ " - A projected gradient-based solver suitable for large linear and/or non-linear problems. \n",
+ " - This opimization class allows the user to set upper and lower bounds for the recovered model using the `upper` and `lower` properties inside the function. We set the `lower` bound to **zero** for positive magnetic susceptibility values, and no upper bound. \n",
+ " - Here, we will limit the number of iterations to **25**.\n",
+ "\n",
+ "- **`BaseInvProblem`** \n",
+ " Combines the **data misfit**, **regularization**, and **optimization strategy** into a single inversion object.\n",
+ "\n",
+ "- **`BaseInversion`** \n",
+ " Wraps the inversion problem and applies the **directive list** to control updates (e.g., $\\beta$, IRLS, preconditioner).\n",
+ "\n",
+ "- **Starting model** \n",
+ " We start with a uniform model with susceptibility of **$1 \\times 10^{-4}$ SI** across all active cells.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "id": "2ff21a45-56e4-4e9e-934c-78776d689f77",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "Running inversion with SimPEG v0.22.2.dev43+gcd269b4c1.d20241026\n",
+ "[########################################] | 100% Completed | 21.24 s\n",
+ "simpeg.SaveOutputEveryIteration will save your inversion progress as: '###-iterations_magnetics-2025-08-07-12-24.txt'\n",
+ "model has any nan: 0\n",
+ "=============================== Projected GNCG ===============================\n",
+ " # beta phi_d phi_m f |proj(x-g)-x| LS Comment \n",
+ "-----------------------------------------------------------------------------\n",
+ "x0 has any nan: 0\n",
+ " 0 1.08e+01 4.60e+05 1.26e+00 4.60e+05 2.94e+05 0 \n",
+ " 1 5.42e+00 2.30e+05 7.12e+03 2.69e+05 8.54e+04 0 \n",
+ " 2 2.71e+00 1.47e+05 1.75e+04 1.94e+05 4.83e+04 0 Skip BFGS \n",
+ " 3 1.35e+00 9.09e+04 3.22e+04 1.34e+05 3.02e+04 0 Skip BFGS \n",
+ " 4 6.77e-01 5.10e+04 5.28e+04 8.68e+04 1.74e+04 0 Skip BFGS \n",
+ " 5 3.38e-01 2.64e+04 7.80e+04 5.28e+04 9.96e+03 0 Skip BFGS \n",
+ " 6 1.69e-01 1.29e+04 1.05e+05 3.07e+04 5.51e+03 0 Skip BFGS \n",
+ " 7 8.46e-02 5.93e+03 1.32e+05 1.71e+04 3.33e+03 0 Skip BFGS \n",
+ "Reached starting chifact with l2-norm regularization: Start IRLS steps...\n",
+ "irls_threshold 0.3318387887373891\n",
+ " 8 8.46e-02 2.45e+03 2.96e+05 2.75e+04 1.09e+03 0 Skip BFGS \n",
+ " 9 5.50e-02 4.55e+03 3.24e+05 2.24e+04 3.33e+03 0 \n",
+ " 10 4.14e-02 3.31e+03 4.68e+05 2.27e+04 4.18e+03 0 \n",
+ " 11 3.24e-02 3.07e+03 5.87e+05 2.21e+04 8.85e+02 0 \n",
+ " 12 3.24e-02 2.50e+03 7.60e+05 2.71e+04 3.03e+02 0 \n",
+ " 13 2.22e-02 4.04e+03 7.68e+05 2.11e+04 3.91e+03 0 \n",
+ " 14 3.46e-02 2.24e+03 8.55e+05 3.18e+04 4.57e+02 0 \n",
+ " 15 2.11e-02 5.30e+03 7.99e+05 2.22e+04 2.20e+03 0 \n",
+ " 16 1.61e-02 3.22e+03 9.49e+05 1.85e+04 8.38e+02 0 \n",
+ " 17 1.20e-02 3.36e+03 1.20e+06 1.78e+04 8.11e+02 0 \n",
+ " 18 8.58e-03 3.69e+03 1.22e+06 1.42e+04 1.37e+03 0 \n",
+ " 19 6.86e-03 2.95e+03 1.22e+06 1.13e+04 6.38e+02 0 \n",
+ " 20 5.60e-03 2.83e+03 1.13e+06 9.14e+03 4.91e+02 0 \n",
+ " 21 5.60e-03 2.44e+03 1.15e+06 8.90e+03 3.40e+02 0 Skip BFGS \n",
+ " 22 4.54e-03 2.87e+03 1.05e+06 7.65e+03 5.23e+02 0 \n",
+ " 23 4.54e-03 2.41e+03 1.14e+06 7.57e+03 3.28e+02 0 \n",
+ " 24 4.54e-03 2.73e+03 1.04e+06 7.48e+03 4.25e+02 0 \n",
+ "Minimum decrease in regularization. End of IRLS\n",
+ "------------------------- STOP! -------------------------\n",
+ "1 : |fc-fOld| = 0.0000e+00 <= tolF*(1+|f0|) = 4.6032e+04\n",
+ "0 : |xc-x_last| = 1.7199e+00 <= tolX*(1+|x0|) = 1.0288e-01\n",
+ "0 : |proj(x-g)-x| = 4.2544e+02 <= tolG = 1.0000e-01\n",
+ "0 : |proj(x-g)-x| = 4.2544e+02 <= 1e3*eps = 1.0000e-02\n",
+ "1 : maxIter = 25 <= iter = 25\n",
+ "------------------------- DONE! -------------------------\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Define the optimization algorithm\n",
+ "optimizer = simpeg.optimization.ProjectedGNCG(\n",
+ " lower=0.0, # Apply a lower bound to the model\n",
+ " maxIter=25,\n",
+ ")\n",
+ "\n",
+ "# Define an inverse problem, the inversion and run\n",
+ "inv_problem = simpeg.inverse_problem.BaseInvProblem(\n",
+ " data_misfit, regularization, optimizer\n",
+ ")\n",
+ "\n",
+ "# The inversion object\n",
+ "inversion = simpeg.inversion.BaseInversion(inv_problem, directives_list)\n",
+ "\n",
+ "# Run the inversion\n",
+ "rec_model = inversion.run(m_start) # m_start is the initial model previously defined"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "acedad43-ba34-4a50-a247-7a986373518f",
+ "metadata": {},
+ "source": [
+ "## Results\n",
+ "\n",
+ "### Analysing Convergence\n",
+ "Plot data misfit and model norms at each iteration to assess convergence and stability.\n",
+ "Keep it in mind that $\\phi(m) = \\phi_d + \\beta \\, \\phi_m$ and a beta cooling schedule is applied during the inversion."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "id": "4c141dd1",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Plot the data misfit and and model norm evolution across iterations\n",
+ "# Uses SimPEG plotting utilities (basic plotting)\n",
+ "save_out.plot_misfit_curves(dpi=300)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6e9c787d",
+ "metadata": {},
+ "source": [
+ "### Data fit\n",
+ "\n",
+ "#### Map view\n",
+ "\n",
+ "Before interpreting the results, it’s essential to validate the quality of the data fit. We want to make sure that most of the signal is captured, leaving only behind random noise (residuals).\n",
+ "\n",
+ "> ⚠️ Without a good fit to the data, any interpretation of the recovered 3D density model may be misleading."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "id": "3a46df75",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Validate observed vs predicted vs standardized residual\n",
+ "fig, axes = plt.subplots(1, 3, figsize=(18, 5), constrained_layout=True)\n",
+ "\n",
+ "titles = [\"Observed (mGal)\", \"Predicted (mGal)\", \"Residual (mGal)\"]\n",
+ "\n",
+ "dpred = inv_problem.dpred[0] # Predicted data\n",
+ "dobs = mag_survey[:, -1] # Observed data\n",
+ "residual = dobs - dpred # Raw residual\n",
+ "\n",
+ "data_list = [dobs, dpred, residual]\n",
+ "\n",
+ "for ax, title, data in zip(axes, titles, data_list, strict=False):\n",
+ " if data is residual:\n",
+ " vlim = np.nanmax(np.abs(data))\n",
+ " norm = mcolors.TwoSlopeNorm(vmin=-vlim, vcenter=0, vmax=vlim)\n",
+ " contourOpts = {\"cmap\": \"RdBu_r\", \"norm\": norm}\n",
+ " else:\n",
+ " contourOpts = {\"cmap\": cc.m_CET_R2}\n",
+ " im = plot2Ddata(\n",
+ " mag_survey[:, :2], data, ax=ax, ncontour=20, contourOpts=contourOpts\n",
+ " )\n",
+ " ax.set_title(title)\n",
+ " ax.set_xlabel(\"Easting (m)\")\n",
+ " ax.set_ylabel(\"Northing (m)\")\n",
+ " plt.colorbar(im[0], ax=ax, orientation=\"vertical\")\n",
+ "\n",
+ "plt.suptitle(\n",
+ " \"Observed vs Predicted Magnetic Intensity and Residuals\", fontsize=16, y=1.05\n",
+ ")\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "580cbae5",
+ "metadata": {},
+ "source": [
+ "#### Profile Plot\n",
+ "\n",
+ "It is always useful to plot the results along selected profiles to visualize the observed and predicted data and data uncertainties. It helps with assessing the quality of the fit, potential overfit or underfit."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "id": "f68251ec",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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t4vjx4yxbtoyYmBgOHjzItGnTirz+5/Tp0wHynZn39ttv8/fffzNp0qQinXP58uXExcUxePDgPMcCAwP58MMPueuuu2jdujV9+vRh/fr1NG3alGeffdZWvjOXyWQq8DoXHiuo78XOcb4ePXrY7devXx8gz1qc9evX5/Tp0yr3KSIiIiLFTok/EREREREH8PDwwM3Nza7N1dWVtLS0S449deoUWVlZvPvuu1gsFrufsLAwALu10aDgNeYgJ+mQX1vu+nQXW6cuKCjIdjw/ycnJtGnThh9++IFx48axdu1atm7dSkxMDJBTiu9Sjh07hmEYVK5cOc/9btmyxXavuXEUdD9FZTabefXVV9m5cycff/xxnuMHDhzIE0/uz6BBg+z6+vr6ct999zF58mR++OEHfv31VypXrswLL7xgV1K1IHfffTdbt25l27Zt/Pnnn5w6dSrf8pEXvkdX8t4VxbFjx/j111/zvA7e3t4YhpHn9/F82dnZdO7cmZiYGJ5++mm+++47fvzxR1vyujC/I5dy4403cvPNN9v9NGrUyHb8xx9/pHPnzgBMmzaN77//nq1bt/LCCy/YxVCzZk1WrVpFpUqVePTRR6lZsyY1a9Zk8uTJVxSfv79/njZXV1e7ez916hSVK1fO0y+/tvwEBQWxbt062rRpg7u7O/7+/txxxx3ExMTQqFEjwsLCOHjwIN26dePXX38tdOyZmZl88sknttf4fIcOHWLUqFGMHj0aFxcXzp49y9mzZ23J8bNnzxb4/k6fPh2LxcIDDzxQqDgsFgv33HMPp06dspWwLV++PCaTKd/f89OnTwM5a3rCv+9BQX1z+13Khf1cXFwu2l6YZ76IiIiISFEU7Wt8IiIiIiLicOXLl8dsNtOvXz8effTRfPtUr17dbv9is1WOHj2ab1utWrWAfz8Qz299uiNHjlChQoUCz7169WqOHDnC2rVrbbP8gEIlu3JVqFABk8nEhg0bcHV1zXM8ty03zoLuJzQ0tNDXzHXHHXfQqlUrRo8ezYcffmh3LCgoiK1btxYY88U0bNiQe++9l0mTJvHXX3/lme11oYoVK+ZJquTnwvf5St67oqhQoQLu7u7MmDGjwOMF+f333/nll1+YNWsW/fv3t7Xv2bOnWGIrjAULFmCxWFiyZIldQv7CWYEAbdq0oU2bNlitVrZt28a7775LVFQUlStX5t577y2xGP39/e3Ws8yV3+97fjZt2sQjjzzCsGHDeOGFFzhy5AiLFy/m4YcfJiMjAwBnZ2cGDhxom6VWGEuWLOH48eP5JqL37dtHamoqw4cPZ/jw4XmOly9fnuHDh+eZDXj8+HGWLFlCeHi43Xqkl2L8s5akk1POd5zd3d2pVasWv/32W56+v/32G+7u7tSoUQOAG264wdZ+/qzKrKws/vjjj0LPrBQRERERcTQl/kRERERErlK5Ca0LZ8R4eHjQoUMHfv75Zxo3bmybOXK55s6da1cictOmTRw8eNBWtq9Fixa4u7szZ84c7rrrLlu/w4cPs3r1aiIjIws8d24i6sKE3dSpU/P0Pf9+3d3dbe09evRg/PjxxMXFcffddxd4rebNm+Pm5lbg/VxO4g9gwoQJtG7dmnfeeceu3cXF5ZLJuFOnTuHt7Z3ve/THH38AOQnEknIl711R9OjRg1dffRV/f/88SedLudzfkeJkMplwdnbGbDbb2lJTU5k9e3aBY8xmM82aNaNevXrMnTuXn376iXvvvbfEYmzXrh1vvvkmu3btsktMLViwoFDjq1Wrxs6dO+1mCA4aNIjExER++OEHUlNTufXWW4s8O3b69Om4ubnlKbELOaVRc0sGny8qKoqEhARmzpxJcHBwnuOffPIJmZmZ+Zb5LEhmZiaffvopFSpUsH1pAaB3795MmjSJ2NhYQkJCAEhKSiImJobw8HBbWdNmzZoRGBjIrFmzuOeee2zjFy5cSHJyMhEREYWORURERETEkZT4ExERERG5Snl7e1OtWjW++uorbr/9dvz8/KhQoQKhoaFMnjyZ1q1b06ZNGx555BFCQ0NJSkpiz549LF68mNWrVxf6Otu2bWPIkCHcddddxMbG8sILL1ClShXb+nHlypXjpZde4vnnn+eBBx7gvvvu49SpU4wZMwY3NzdGjx5d4LlbtmxJ+fLlefjhhxk9ejQWi4W5c+fyyy+/5OmbO+NmwoQJdOvWDbPZTOPGjWnVqhUPPfQQAwcOZNu2bbRt2xZPT0/i4+PZuHEjN9xwA4888gjly5dn5MiRjBs3zu5+oqOjL6vUZ65WrVpxxx138NVXXxV57Jo1axg+fDh9+/alZcuW+Pv7c/z4cebPn8/y5ct54IEH8k18FJcree+KIioqii+++IK2bdvyxBNP0LhxY7Kzszl06BArVqxgxIgRNGvWLN+x9erVo2bNmjz77LMYhoGfnx+LFy9m5cqVefrm/o5MnjyZ/v37Y7FYqFu3Lt7e3heNb/v27fj6+uZpb9CgAT4+PnTv3p23336bPn368NBDD3Hq1CnefPPNPMnI//3vf6xevZru3btTtWpV0tLSbLMcO3bsCFz87/ZKREVFMWPGDLp168bYsWOpXLky8+bNsyWQc2e5FaRKlSr5tvv4+NCpU6fLiunIkSMsX76ce+65h/Lly+c5Xq5cOdq3b59ve1ZWVr7HICeZGBISQpcuXfI9/uSTT5KZmUmrVq0ICAggNjaWd999lx07djBz5ky7BO7IkSOZPXs23bt3Z+zYsbi6ujJ+/HjS0tKIjo629TObzbz++uv069ePoUOHct999/H333/z9NNP06lTJ7p27Vqk10ZERERExFGU+BMRERERuYpNnz6dp556ivDwcNLT0+nfvz+zZs2iQYMG/PTTT7z88su8+OKLHD9+nHLlylG7dm3bOn9Fucbs2bO59957SU9Pp0OHDkyePNluTarnnnuOSpUq8c477/Dpp5/i7u5O+/btefXVV6ldu3aB5/b39+ebb75hxIgR3H///Xh6enLHHXfw6aefctNNN9n17dOnD99//z1Tpkxh7NixGIbB/v37CQ0NZerUqTRv3pypU6cyZcoUsrOzCQoKolWrVnZlMseOHYunpydTpkxh9uzZ1KtXj//973+8+eabRXpNLvTaa6+xZMkSrFZrkcY1b96cQYMGsWbNGmbPns3Jkydxd3enQYMGvPvuuzzyyCNXFFdhXO57VxSenp5s2LCB8ePH8+GHH7J//37c3d2pWrUqHTt2vGjSy2KxsHjxYoYPH87QoUNxdnamY8eOrFq1iqpVq9r1bd++Pc899xwff/wx06ZNIzs7mzVr1hSYQMpVUNJm5cqVdOzYkdtuu40ZM2YwYcIEevbsSZUqVXjwwQepVKmS3ayzJk2asGLFCkaPHs3Ro0fx8vKiUaNGfP3117Y1AqHgv9srkbtGX1RUFA8//DAeHh707t2bsWPH0r9/f8qVK3dF578cs2bNwmq12mYHF4dNmzbxxx9/MGrUqAKTmY0aNWLq1KnMmzePxMREvL29ufXWW/n222/t3gfIKZO7YcMGRo4cSf/+/cnKyqJFixasXbuWevXq2fW9//77MZvNjB8/nlmzZuHn58cDDzzAK6+8Umz3JyIiIiJS0kxGbhF8EREREREpU2bNmsXAgQPZunVrodaPE5Grz0MPPcT8+fM5derUFZf9FRERERGRa59m/ImIiIiIiIhcA8aOHUtQUBA1atQgOTmZJUuW8NFHH/Hiiy8q6SciIiIiIoASfyIiIiIiIiLXBIvFwhtvvMHhw4fJysqidu3avP322wwfPtzRoYmIiIiIyFVCpT5FRERERERERERERERErgP5r5QtIiIiIiIiIiIiIiIiItcUJf5ERERERERERERERERErgNK/ImIiIiIiIiIiIiIiIhcB5wdHcC1KDs7myNHjuDt7Y3JZHJ0OCIiIiIiIiIiIiIiInKdMgyDpKQkgoKCcHK6+Jw+Jf4uw5EjRwgJCXF0GCIiIiIiIiIiIiIiIlJGxMbGEhwcfNE+SvxdBm9vbyDnBfbx8SEzM5MVK1bQuXNnLBaLg6MTkbJAzx0RcQQ9e0TEEfTsEZHSpueOiDiCnj0icjGJiYmEhITY8lMXo8TfZcgt7+nj42NL/Hl4eODj46OHsoiUCj13RMQR9OwREUfQs0dESpueOyLiCHr2iEhhFGb5uYsXAhURERERERERERERERGRa4ISfyIiIiIiIiIiIiIiIiLXASX+RERERERERERERERERK4DWuNPRERERERERERERETkErKzs8nIyHB0GHIdslgsmM3mYjmXEn8iIiIiIiIiIiIiIiIXkZGRwf79+8nOznZ0KHKdKleuHAEBAZhMpis6jxJ/IiIiIiIiIiIiIiIiBTAMg/j4eMxmMyEhITg5aRU1KT6GYXDu3DmOHz8OQGBg4BWdT4k/ERERERERERERERGRAmRlZXHu3DmCgoLw8PBwdDhyHXJ3dwfg+PHjVKpU6YrKfiotLSIiIiIiIiIiIiIiUgCr1QqAi4uLgyOR61luUjkzM/OKzqPEn4iIiIiIiIiIiIiIyCVc6dprIhdTXL9fSvyJiIiIiIiIiIiIiIiIXAeU+BMREREREREREREREZHLFh0dTZMmTWz7AwYMoFevXqUex4EDBzCZTOzYsaPUr321UOJPRERERERERERERETkOjRgwABMJhMmkwmLxUKNGjUYOXIkKSkpJXrdyZMnM2vWrEL1VbKueDk7OgAREREREREREREREREpGV27dmXmzJlkZmayYcMGhgwZQkpKCh988IFdv8zMTCwWS7Fc09fXt1jOI0WnGX8iIiIiIiIiIiIiIiLXKVdXVwICAggJCaFPnz707duXL7/80laec8aMGdSoUQNXV1cMwyAhIYGHHnqISpUq4ePjw2233cYvv/xid87x48dTuXJlvL29GTx4MGlpaXbHLyz1mZ2dzYQJE6hVqxaurq5UrVqVV155BYDq1asD0LRpU0wmE+3bt7eNmzlzJvXr18fNzY169eoxZcoUu+v8+OOPNG3aFDc3N26++WZ+/vnnYnzlrk2a8SciIiIiIiIiIiIiIlJGuLu7k5mZCcCePXv47LPP+OKLLzCbzQB0794dPz8/li5diq+vL1OnTuX222/nr7/+ws/Pj88++4zRo0fz/vvv06ZNG2bPns0777xDjRo1Crzmc889x7Rp05g4cSKtW7cmPj6eP/74A8hJ3t16662sWrWKhg0b4uLiAsC0adMYPXo07733Hk2bNuXnn3/mwQcfxNPTk/79+5OSkkKPHj247bbbmDNnDvv372f48OEl/Opd/ZT4ExERERERERERkTzi4+OJj48v8rjAwEACAwN1TRG5rh3uOISs46dL/brOlfwIXvXRZY//8ccfmTdvHrfffjsAGRkZzJ49m4oVKwKwevVqfvvtN44fP46rqysAb775Jl9++SULFy7koYceYtKkSQwaNIghQ4YAMG7cOFatWpVn1l+upKQkJk+ezHvvvUf//v0BqFmzJq1btwawXdvf35+AgADbuJdffpm33nqLiIgIIGdm4K5du5g6dSr9+/dn7ty5WK1WZsyYgYeHBw0bNuTw4cM88sgjl/36XA+U+BMREREREREREZE8pk6dypgxY4o8bvTo0URHR+uaBVByU+T6kHX8NNb4E44Oo1CWLFmCl5cXWVlZZGZmcscdd/Duu+8yZcoUqlWrZku8AWzfvp3k5GT8/f3tzpGamsrevXsB2L17Nw8//LDd8RYtWrBmzZp8r797927S09NtycbCOHHiBLGxsQwePJgHH3zQ1p6VlWVbP3D37t3ceOONeHh42MVR1inxJyIiIiIiIiIicg0o7eTN0KFDCQ8Pt2tLTU21zdDYuHEj7u7u+V7vcpWFa5aF5KZIWeBcye+auW6HDh344IMPsFgsBAUFYbFYbMc8PT3t+mZnZxMYGMjatWvznKdcuXJFvjaQ7zP0UrKzs4Gccp/NmjWzO5ZbktQwjMuK53qnxJ+IiIiIiIiIiEgROWIGVWknbwIDA6lc3o+sw8fIOhRPZuxRUvceYpJ3XcqZnKk+dzVuNUOwVA3EuWoglmpBmCv5YXJyKvK1zr/mha9PSkqKbbtJkyZ5PqS+UqV9zbKQ3BQpC66k3GZp8/T0pFatWoXqe9NNN3H06FGcnZ0JDQ3Nt0/9+vXZsmULDzzwgK1ty5YtBZ6zdu3auLu7891339nKg54vd00/q9Vqa6tcuTJVqlRh37599O3bN9/zNmjQgNmzZ5Oammp7hl0sjrJCiT8REREREREREZEicsQMqpJI3hjpGWQePkZW7FGyYuPJPHTUluTLOhSP9dipPGN6uOaUhEv9fAWpFxwzubrgHBKAc0gAlmr/JASrBuFcLRBL1UCcyvtgMpmKeOfXl7KQ3BSRa1fHjh1p0aIFvXr1YsKECdStW5cjR46wdOlSevXqxc0338zw4cPp378/N998M61bt2bu3Lns3LmTGjVq5HtONzc3nnnmGZ5++mlcXFxo1aoVJ06cYOfOnQwePJhKlSrh7u7O8uXLCQ4Oxs3NDV9fX6Kjoxk2bBg+Pj5069aN9PR0tm3bxpkzZ3jyySfp06cPL7zwAoMHD+bFF1/kwIEDvPnmm6X8il19lPgTEREREREREREpIkfMoLqc5I2RkUlW3HHOrd9G1qGjZB6KJys2Pmc79ijWoyehCKXSrIbB1swEThiZVDRZuMXii/m8RJ6RnkHmnkNk7jmUJykIYPLyOC8hGIhz1aB/90MCcPLyyDPm/Bkg69evp3PnzrYybyWltK/piHsUEcmPyWRi6dKlvPDCCwwaNIgTJ04QEBBA27ZtqVy5MgD33HMPe/fu5ZlnniEtLY0777yTRx55hG+//bbA87700ks4OzszatQojhw5QmBgoG2dQGdnZ9555x3Gjh3LqFGjaNOmDWvXrmXIkCF4eHjwxhtv8PTTT+Pp6ckNN9xAVFQUAF5eXixevJiHH36Ypk2b0qBBAyZMmMCdd95Z4q/T1cxkqAhqkSUmJuLr60tCQgI+Pj5kZmaydOlSwsLC7GrjioiUFD13RMQR9OwREUfQs0dECqM4y25eyXMnJSUFLy8vAJKTk0tlBlVyUhJ1y1WkqtmNr6fOxHzs1D+z9XJm8GXFn4R/1kkqKnNlf1tCzjkkgGXHD/DM/OkcOXnC1qdKhYq81vt+uvqF5MwUPBRPVuxRjHNpl3VNpwrlsIT8mxhceuIAzy6YYXfN4OBgJk+eTERExGVd41JiYmIYNmwYcXFxpXLN0r5ertzPOAGWLl1a7MlGR5TDvZbp3zxXt7S0NPbv30/16tVxc3NzdDhynbrY79mFeamL0Yw/ERERERERERG5pjmi7KYjWE+dJWP3PtJ37SNj914ydu8jdfc+XveqzQkjkxVRo/LMwLsYc0U/nKsG/JPYC8wpxxkSgHPVQJyrVMbJ3dXWNyYmhgdGPcKFcwiOnDpJ/48msXDhQiLGPwGAYRhYT5z5p3RoPFkH//nfQ/FkHown6/BRyLKSn+yTZ0k/eZb0n3fzbfpJHkv6gwtnLcQdPkzknXcy8/5H6B3WI2fmYLUgnAMrYLrCxFVMTAyRkZF57jMuLo7IyMic+yzGZFxpX+/86w4bNsy2HxYWVuzJxrLydykicrVR4k9ERERERERERIpVac/0cUTZzfwUV7nG7HNpZPx1gIxdOcm9jN37yNi1D+uJ03b9vk0/ycsp+zianWFrC3By4SXPGnRxrfDv7Lnc9fb+SfBZqgbgHByAk0fhZq1YrVaGDx+eJzkFOUk+k8lEVFQUd9xxB2azGZPJhHMlP5wr+eH2n4Z5x1itZMWfJOvgkX8TguclCK1HT2LNzubllH15kn4ABmACnps3nRbLfv030WlxxrlK5Zz7yy0lWi3on5KigZgrlr/o+oJFvc8rVdrXy1Vaycar5e9SRKSsUeJPRERERERERESKVWnP9Lmcte+K2+XMoDKyssjcH/dvcu+fBF/mgbhLrrtX0Gy4Y9kZPJb8J5/9bxSRfe670tsCYMOGDRw+fLjA44ZhEBsby4YNG2jfvv0lz2cym7EEV8YSXBn3Vk3zni89g1ULF3H0/nsLviYQn53B1swEmruUy2nMzCLrQBxZB+LyHWNyd81JguaztqBztSA27NherPd5KcX9uhZGaSYbr4a/SxGRskiJPxERERERERGR65gj1tm6Gmb6FNfsu8K41Ayqzz//nDtatrUl93JLdWb+dRAjPaOAs9pz8vfFpX5NXOvXwFy3Gq8+/TBGUt5+ubPhnnz2GXrfc3ex3HNhf38u5/csPyZXF046FW5dwtS7bsc3oIZdKVEj+Vy+fY3UdDL/OkjmXwfzPf6LU2Khrllc91narys4JtkoIiKlS4k/EREREREREZHrmCPW2XL0TJ/SWL8s1yVnUAGP33s/N/j+p1Br75ncXXGpWx2X+jVwaVADl/o1calXHXMlP1uZyrVr1xJ3/FiB5yju5E1hE7LFmbgt7Llq3d+LCufdo2EYZJ9N+icJ+G8p0axDR3O2Y+Mx0vJPtlZIK1yy0XXOck79nZCzPuI/ZUSdgyvj5OZ66cHnccTr6ohk4/lKMyEvIlJWKfEnIiIiIiIiInIduxpm30HpfeBfWuuXGdnZZB06yqr5n198BhUQn5VmX5ISwMkJS43gPAk+S2gQpku8LqWdvGnTpg3BwcHExcXlm+A0mUwEBwfTpk2bYrnelVzTZDJhLu+DubwPrjfWzTPOyM7Gevx0TmIw9ug/6woeIetQPC0OHiFgx18cy87Id21BEzlrKDb6YS9nf9yX57g5oMI/ZUMD/1lLMfCf5GAQzlUqYbLYfxTriNfVEcnGXKWZkBcRKcuU+BMRERERERERuY45evYdlN4H/iW1fll2SioZf+wjY+de0n/fQ8bOPaTv2ouRfI4/008U6hwJ9avi2zUM1/o1calfA0vtaji5F22GWK7STt6YzWYmT55MZGQkJpPJ7vXNnYU4adKkYk3kltQ1TU5OOAdUwDmgAm633pDn+Huff85d99yDyTDskn+5czVf9KpZ4MxN69GTWI+ehK2/5z3o5IRzUEW7NQUtVQN5/ZEo+r74VKm9ro5INkLpJeRFRESJPxERERERERERKUGl+YH/la5fZhgGWXHH8f5lLwl/zyFr934ydu4hc99hyCdJAlDRZClUbA3GP2VXkvJKOCJ5ExERwcKFCxk2bBhxcXG29uDgYCZNmlQiSRtHXPPOu+5iodmc95ohIUyaNIne3XuQFXf83zUFc//3n9mD1hOn8z9xdjZZh4+RdfgYaec13wq851WXl1P2c9RIt7UH+ZZnwpDHCAupQ9bRk5gr+9uSgVfCEUnckkrIi1ztHLHGrggo8SciIiIiIiIiUuaUVtnN0v7AvyglMLPT0sn880DODL5de0nfmTOTL/tsEtWAhEucwzm4Mi4Na9G5fg2qTHyRI6dPlloSzhHJG8hJxHXs2BFfX18Ali5dWuJrtF2N17TUCMZSIzjfsdnn0sg6fJTMg/FkxR79p4zoUVuSMPtMYp4xXVwr0NHFn62ZCZwwMqlosnCL2RfzrNXEzVoNgMnNBeeQQJxDArBU++d/qwbhXC1nBqGTn2+hE4OlnVC90oS8yLXKEWvsioASfyIiIiIiIiIiZUpprrNV2h/4F3aGhNOrM9j/xFQ4LwFaEJOrCy71quPSsBYuDWvh2rAmLg1rYS7nbevzTv0KDknClfZsOMDuPtq2bVsqM7SupWs6ebjhUicUlzqh+R7PTkrJmSUY+09y8FA8mbHxZOyPo9Guv/Fyyv/jWiMtg8y/D5L590FS8zlu8nT/Z03B89cWzFlr0LlaIGYfL7v+pZlQLe01KUWuFlfLGruFFRoaSlRUFFFRUQ65fnG7Gu9n7dq1dOjQgTNnzlCuXLkSu44SfyIiIiIiIiIiZURpr7NV2h/4t27egiqVAzhy7Cj5FeY0AQFOLjSNT4V8ZkeZK/tjaVCTWFeo17MTHjfWxVIzBJPzxT9Cc1QSzhGz4eTKOHl74tqwFq4Na9m1p6SkEOrlha/JmQObtuJ84uw/swSPknXoiC1ZaKSm53teIyWVjN37yNi9L//rlvP+d5bgP0nBrErlqW324KA1tUQTqqW9JqXI1SK/kp2JiYl2282bNy/xZ3ZsbCzR0dEsW7aMkydPEhgYSK9evRg1ahT+/v4leu2yon379jRp0oRJkyY5OhRAiT8RERERERERkTLBEetsleQH/tZTZ23lOdN/30vGzj1k/HWA58+V4zGOYgK75F9umu9FzxqYXSy41Kn2zwy+f2fymSuUJzMzk21Ll/KfsNuxWAq3fh84LglXkrPh8lufKjX13/lmO3bsKHC2yuUmccrCNS92vQQji53WFNyr+EAVH2hR19YnICCASs5uZMX+s7agrZzoPzMHDx+DjMx8r5l9NomMs0lk/Pa3Xfuy8jeRYWRz6s4nSWt9E+4tmuDW7AacvDyKfF8FccSalCJXo9KccZ9r3759tGjRgjp16jB//nyqV6/Ozp07eeqpp1i2bBlbtmzBz8+vRK59KVarFZPJhJOTk0Ouf6EBAwYQGhp6XZRZVeJPRERERERERKQMcMQ6W8Xxgb9htZK5NzYnyff7HjJ25qzHZz16Mt/+XVwr8B71eDllH0ezM2ztQT7lmDDkMSIH9selTjVMLoVP6hWWI0pSlqRLrU+VW67uQleyPlVZuOaVXs+5kh9u/2mY57iRnY316Ml/ZwnGHiXrYE6SMH3/YbKPnsKUnZ1nnIvJicztuzi7fRdnJ8/BcDJhrRWMtVFNvNvdSlC3dpjL+xT5PnM5ak1KkatJac+4z/Xoo4/i4uLCihUrbF9gqFq1Kk2bNqVmzZq88MILfPDBB7b+SUlJ9OnTh6+//hofHx+ee+45Hn/8cdvx6OhoZsyYwbFjx/D39ycyMpJ33nkHgIyMDF588UXmzp3L2bNnadSoERMmTLD9m2LWrFlERUUxZ84cnn76af766y/ef/99hg8fztGjR+1KXw4bNoxffvmFdevWAbBp0yaeffZZtm7dSoUKFejduzevvfYanp6eABw/fpzBgwezatUqAgICGDduXLG/llOmTGHixInExsbi6+tLmzZtWLhwIQMGDGDdunWsW7eOyZMnA7B//35CQ0NZunQpUVFRxMbG0rx5c/r371/sceVHiT8RERERERERkTLAEetsFfUDf2tCEhk7c2bv5czm20vGH/sw0jLyPf8FF8NSKwTXhrW4r2Et7goNpPYdnUnAet2UwCztmWn5rU9VGFdSsrEsXLOkrmdycsI5qBLOQZWgeWO7Y9HR0YwbM4YAJ1dCzG4EO7lRxexKVSc3Glu8qW7+9/fGlG3g/Fcszn/FkhGzlgPDX8elQQ3cWjTJmRHY4kacKxVthpCjyuGKXA0cMeMe4PTp03z77be88soref7bEBAQQN++ffn000+ZMmWK7b/Jb7zxBs8//zzR0dF8++23PPHEE9SrV49OnTqxcOFCJk6cyIIFC2jYsCFHjx7ll19+sZ1z4MCBHDhwgAULFhAUFMSiRYvo2rUrv/32G7Vr1wbg3LlzvPbaa3z00Uf4+/sTHBzM6NGj+eKLLxg8eLDt9frss88YO3YsAL/99htdunTh5ZdfZvr06Zw4cYLHHnuMxx57jJkzZwI5s/ViY2NZvXo1Li4uDBs2jOPHjxfba7lt2zaGDRvG7NmzadmyJadPn2bDhg0ATJ48mb/++otGjRrZYq5YsSKxsbFERETw8MMP88gjj7Bt2zZGjBhRbDFdjBJ/IiIiIiIiIiJlgKPW2SroA/8qAYGM7z+U9n+dJr7fc2Ts3ENW7NFCndPJ18u+TGejWljqhOLk7mrrk5KSQgJWoGRm3zmiJGVpz0y7klgvV1m4piPu8VLJxsRTCTj/vg/zb3tw/m0v5gP2v9sZu/aRsWsfidNjALDUqopbixtxb9kE9xY34lyl8iVj0JqUUlY5YsY9wN9//41hGNSvXz/f4/Xr1+fMmTOcOHGCSpUqAdCqVSueffZZAOrUqcP333/PxIkT6dSpE4cOHSIgIICOHTtisVioWrUqt956KwB79+5l/vz5HD58mKCgIABGjhzJ8uXLmTlzJq+++ioAmZmZTJkyhRtvvNEWxz333MO8efNsib/vvvuOM2fOcNdddwE5ycg+ffoQFRUFQO3atXnnnXdo164dH3zwAYcOHbKVLW3WrBkA06dPL/C+c82dO5ehQ4fa9tPT0zGZTLz55pu2tqlTp9K3b18OHTqEp6cnPXr0wNvbm2rVqtG0aVMAfH19cXFxwcPDg4CAANvYDz74gBo1ajBx4kRMJhN169blt99+Y8KECReNqzgo8SciIiIiIiIiUgY4ap2t7ORzhAXXpuULb/LckyPwMZlp5lOJmzPcMH+0kjMXG2wyYale5d8kX6OcRJ9zlUq22QmO4oiSlI6YDSfXh0IlGzt1sG1aTyeQtuUXUjf/QuqmHWT8vgfOKxOauecQmXsOkTR7MQDOVQNxb3FjzqzAlk1wDg3K92/0eiuHK1IYjphxXxi5/xY4/2+1RYsWdn1atGjBpEmTALjrrruYNGkSNWrUoGvXroSFhdGzZ0+cnZ356aefMAyDOnXq2I1PT0/H39/ftu/i4kLjxvYzkvv27UuLFi04cuQIQUFBzJ07l7CwMMqXLw/A9u3b2bNnD3PnzrWLPTs7m/379/PXX3/h7OzMzTffbDter149u9Kh+QkPD7clCgGeeeYZqlSpYrcOY+XKOV9q6NSpE9WqVbPde9euXenduzceHgWvh7p7926aN29+0de3pCjxJyIiIiIiIiJSBpT0OluGYZAVe/TfMp2/56zFl3Xg31l+L3rVyNmwAhfkBEye7rg2qGlL7rk2rIVLveo4eRX8oVouR8y+c0QSzhEzxaRsMvv54hnWFs+wtgBYE5NJ+/F30jbtIHXLL6T/vBuyrLb+WYfiSToUT9Kny3PGB1TISQT+MyPQUifU4cl6EUdx1Iz7WrVqYTKZ2LVrF7169cpz/I8//qB8+fJUqFDhoufJ/dsNCQnhzz//ZOXKlaxatYr//ve/vPHGG6xbt47s7GzMZjPbt2/P8+8ILy8v27a7u3ueZ8Gtt95KzZo1WbBgAY888giLFi2ylfAEyM7OZujQoXYJuVxVq1blzz//tIuzsLy9vfH29rbb9/Pzo1atWvn2/emnn1i7di0rVqxg1KhRREdHs3Xr1gITjPl9yaq0KPEnIiIiIiIiIlJGFNc6W9mp6WT8sY+M389bi2/XXrITkws13hxcGdcbav9bqrNhLZyrBWJycrqs+3LE7Dsl4aQsMft44dmxOZ4dmwOQnZJK2vadpG3OmRWYvn2n3Vqc1qMnSV70HcmLvsvp7+uJtVFNUutVpb7Zkz+sKSWSkBe5Gjlqxr2/vz+dOnViypQpPPHEE3Z/b0ePHmXu3Lk88MADdgmzLVu22J1jy5Yt1KtXz7bv7u5OeHg44eHhPProo9SrV4/ffvuNpk2bYrVaOX78+GXdR58+fZg7dy7BwcE4OTnRvXt327GbbrqJnTt35puQg5ySpVlZWWzbts1WevTPP//k7NmzRY7jYpydnenYsSMdO3Zk9OjRlCtXjtWrVxMREYGLiwtWq9Wuf4MGDfjyyy/t2i58fUuKEn8iIiIiIiIiImVIUdbZMgwD69GTpP++h4yde/6ZzbeXzL2xdmX/CmK4WrBWCyS7RhXSQiry0Bvj+MOawvIv19l/4H/mGJw5dtkf+KsEpkjpcvJ0x6PtzXi0zSmtZ6RnkPbzH6Rt3kHqph2k/fg7xrl/Z906JaTg9P2vWL7/lcXlm/JXVgrPdujBxsyzec59uQn5/Gb+FoYSjVLSSnrG/cW89957tGzZki5dujBu3DiqV6/Ozp07eeqpp6hSpQqvvPKKXf/vv/+e119/nV69erFy5Uo+//xzvvnmGwBmzZqF1WqlWbNmeHh4MHv2bNzd3alWrRr+/v707duXBx54gLfeeoumTZty8uRJVq9ezQ033EBYWNhF4+zbty9jxozhlVdeITIyEjc3N9uxZ555hubNm/Poo4/y4IMP4unpye7du1m5ciXvvvsudevWpWvXrjz44IN8+OGHODs7ExUVle8XC86XmppKQkKCbX/8+PFATlI0l6+vL+7u7ixZsoR9+/bRtm1bypcvz9KlS8nOzqZu3boAhIaG8sMPP3DgwAG8vLzw8/Pj4Ycf5q233uLJJ59k6NChbN++nVmzZl36TSsGSvyJiIiIiIiIiJQx+a2zZWRkkvHngX9m8P2b5Ms+nXCRM513zsCKuDasiUvDWny9ewfjPv2YA9ZUsuOATfZ9i3sGnj64F3Esk6sL7s0b4968MeWfeAAjK4u41Zs5u+YHnH/fi/PvezEl/5sIrOPsySzfRmTe2oC0B3uRXbWy7djl/i1fauZvQa5k5q9IYRXXjPuiql27Ntu2bSM6Opp77rmHU6dOERAQQK9evRg9ejR+fn52/UeMGMH27dsZM2YM3t7evPXWW3Tp0gWAcuXKMX78eJ588kmsVis33HADixcvtq3hN3PmTMaNG8eIESOIi4vD39+fFi1aXDLplxvnLbfcwtatW21rCuZq3Lgx69at44UXXqBNmzYYhkHNmjW55557bH1mzpzJkCFDaNeuHZUrV2bcuHG89NJLF73mp59+ysCBAy/aZ+bMmQwYMIBy5coRExNDdHQ0aWlp1K5dm/nz59OwYUMARo4cSf/+/WnQoAGpqans37+f0NBQvvjiC5544gmmTJnCrbfeyquvvsqgQYMu+XpcKZPhyEKj16jExER8fX1JSEjAx8eHzMxMli5dSlhYGBaLxdHhiUgZoOeOiDiCnj0i4gh69ohcuYLWvxvSrgutXMoRFRaBy6GjOB06hsl66Vl8uFhwqROak+Q7bz0+s5/vRa9ZGFdDAk/PHZHiZ1itZOzeT9rmHSR9viJnjcBcZjO+A3tR/qmBds+RoiroWZf7RYONGzde1aVF9ey5uqWlpbF//36qV69uNxutqHJzC3DxGfdSNl3s9+zCvNTFaMafiIiIiIiIiMh17MJZMGbgCY9qLCnfNKdh3c8FjjVXLI9Lw1q4NKxpW4/PpXY1TJaLf6R0tXyQLiJXB5PZjGujWrg2qoXP4AiSY1Zx6uWpWI8cB6uVhI++IGnhCso/NQjfgb0u+YzJT37PnZSUFNt2kyZN8PT0vOJ7ESmsgpLRuXx8fPjll1/yjNN/Q+VKKfEnIiIiIiIiIlJKHDET7vz170zHz+Ax/mOcd+6362M4OZEdUglrjSpYa1Qhu0YQFVrcRNAN9S/rmiIiBTE5OeEd2RnPsLacnTKfs+/OwziXRvbZJE69MJnEmYvwH/MoHp1a2NY/E7kWXar8bHGXvRbJddUk/tavX88bb7zB9u3biY+PZ9GiRfTq1ct2fMCAAXz88cd2Y5o1a8aWLVts++np6YwcOZL58+eTmprK7bffzpQpUwgODrb1OXPmDMOGDePrr78GIDw8nHfffZdy5cqV6P2JiIiIiIiIiDhiDarcpGHKik0cH/Y22WcScw44myk/cgCeHVtgqRuKk5vrZZ1fRORyOHm44TdyID59e3Bq3Ickf7YcgMw9hzja9xnc29+C/9jHcK1f47KvYbVabdvr169XWUUpVed/8aYoNNtPrtRVk/hLSUnhxhtvZODAgdx555359unatSszZ8607bu4uNgdj4qKYvHixSxYsAB/f39GjBhBjx492L59u+2B3qdPHw4fPszy5Tn/IXnooYfo168fixcvLqE7ExERERERERHJkd+HgIVdg+pyGZlZnH71Q86+N9/W5hxcmcrTxuB2c8PLPq+ISHFwDqxI5fdfwHdIBKdefJe0H38DIHXtVg63H4jPAz3xe2Yw5grli3TemJgYhg0bZtsPCwsjODiYyZMnExERUaz3IJIflewUR7lqEn/dunWjW7duF+3j6upKQEBAvscSEhKYPn06s2fPpmPHjgDMmTOHkJAQVq1aRZcuXdi9ezfLly9ny5YtNGvWDIBp06bRokUL/vzzT+rWrVu8NyUiIiIiIiIicp7SXoMq8/Axjj0UTfrW321tHl1bU+md5zCX9ym264iIXCm3pvUJWvI+KV+t4dTYD8iKPQrZ2STO+orkL1ZRfkR/fIfcicnV5ZLniomJITIyEsMw7Nrj4uKIjIxk4cKFSv6JyHXLydEBFMXatWupVKkSderU4cEHH+T48eO2Y9u3byczM5POnTvb2oKCgmjUqBGbNm0CYPPmzfj6+tqSfgDNmzfH19fX1kdERERERERE5HqQsuJ7Dt826N+kn8UZ/5cfI+CTV5X0E5GrkslkwqvXbYRsmoPfCw9h8syZAZ2dlMKp6Ckcav0AKUvX50nonc9qtTJ8+PB8++S2RUVF2ZUBFSmsi/3uiVyp7OzsYjnPVTPj71K6devGXXfdRbVq1di/fz8vvfQSt912G9u3b8fV1ZWjR4/i4uJC+fL2U74rV67M0aNHATh69CiVKlXKc+5KlSrZ+uQnPT2d9PR0235iYk4t/MzMTNtP7r6ISGnQc0dEHEHPHhFxBD17pCxIS0uzba9Zs4aOHTte0RpURmYWZ1/7iKT/fWZrM4cEUOF/L+HatD5ZWVlXFO/1Ts8dkauA2QmvR+/F/a7OnJ0wg5QFy8AwyDoQx9H+L+Dasgnlo/+LS6NaeYauW7eOw4cPF3hqwzCIjY1lzZo1tGvXriTvokj07Lk2nDhxAn9/f0wmk6NDkeuIYRhkZmZy4sQJTCYTJpMpz7OgKM+Gaybxd88999i2GzVqxM0330y1atX45ptvLjot2zAMuz/C/P4gL+xzoddeey3fhbdXrFiBh4eHbX/lypWXvA8RkeKk546IOIKePSLiCHr2yPVq8+bNTJs2zbbfs2dP/P39GTJkCC1atCjy+SynEgiZugSPffG2tsSmtTg8oCvZ8fshfn+xxF0W6LkjcpW4vQFutf0JXLAGz79yEnrpm3YQ3+UhzrS+geO9WpPl+2+J5PXr1xfqtMuWLbMrtXy10LPn6uXi4oKfnx8nTpxwdChyHTIMg3PnzpGQkMCff/6Z5/i5c+cKfa5rJvF3ocDAQKpVq8bff/8NQEBAABkZGZw5c8Zu1t/x48dp2bKlrc+xY8fynOvEiRNUrly5wGs999xzPPnkk7b9xMREQkJC6Ny5Mz4+PmRmZrJy5Uo6deqExWIprlsUESmQnjsi4gh69oiII+jZI9ezRYsW8frrr+cpG3b69Glef/11FixYQO/evQt9vnPffs/p16aSfTYpp8HiTPmXHiZkcG8aaWZCoem5I3J1MoYOIHX5Rs6O/R9ZB+MxGeC34Tf8f9qDz7C++DwYicnNBU9PT95+++1Lnq9bt25X3Yw/PXuuflarlaysLJX8lGJlMpkwm82YzeYCJ6nlVqIsjGs28Xfq1CliY2NtC2L/5z//wWKxsHLlSu6++24A4uPj+f3333n99dcBaNGiBQkJCfz444/ceuutAPzwww8kJCTYkoP5cXV1xdXVNU+7xWKxewhfuC8iUtL03BERR9CzR0QcQc8eud5YrVZGjBhR4BpUJpOJkSNHcuedd16y7KeRkcmpcVNJ+OBTW5tztUAqTxuDW9P6xR57WaHnjsjVxyX8Nny6tCbhoy8489bHZCelYKSkkvDaR6TM/Qb/UY/Qvnt7goODiYuLy/cZazKZCA4OpkOHDldUVrmk6NlzddN7I45SlN89pxKMo0iSk5PZsWMHO3bsAGD//v3s2LGDQ4cOkZyczMiRI9m8eTMHDhxg7dq19OzZkwoVKti++ebr68vgwYMZMWIE3333HT///DP3338/N9xwAx07dgSgfv36dO3alQcffJAtW7awZcsWHnzwQXr06EHdunUddesiIiIiIiIiUsZs2LChUGtQbdiw4aLnyTwUT1zPR+2Sfp7d2xH83XQl/UTkumRydaHco/cR8sN8fAbcAU45H3FnHYrn2JBRHOs1nDeinsrpe8HMmdz9SZMmXZVJPxGR4nDVJP62bdtG06ZNadq0KQBPPvkkTZs2ZdSoUZjNZn777TfuuOMO6tSpQ//+/alTpw6bN2/G29vbdo6JEyfSq1cv7r77blq1aoWHhweLFy+2e4jPnTuXG264gc6dO9O5c2caN27M7NmzS/1+RURERERERKTsio+Pv3SnS/RLWbaBw7cNIv2n3TkNLhYqvBZF5ZkvY/b1LnCciMj1wLlieSq+MZLgNTNwb3ezrT3th1+5ZfznfNT5XgIrB9iNCQ4OZuHChURERJR2uCIipeaqKfXZvn37i9bF/fbbby95Djc3N959913efffdAvv4+fkxZ86cy4pRRERERERERKQ45C5dcjn9jIxMTo39gISpn9vanEODCPhoLK43qqKRiJQtrg1qEvj525xbuYlTo94nc28sAO22x7LWrT5Pu2TxTcZJvlr6DZ07d9ZMPxG57l01M/5ERERERERERMqKNm3aEBwcnKcMXS6TyURISAht2rSxa888eIS4Ho/aJf08e7Yn+LvpSvqJSJllMpnw7NyKkPUf4z9uGE6+XgA4pWXwpk9dVpe/mVtOZ+FUwDNXROR6osSfiIiIiIiIiEgpM5vNTJ48GSj8GlTJ36zn8G2DSf/5vNKe45+g8vSxmH28SidwEZGrmMnFQrmhd1H1xwX4DrkTzDkffweaXUmIep24sEdI27bTwVGKiJSsq6bUp4iIiIiIiIhIWRIREcHChQsZNmwYcXFxtvbg4GAmTZpkW4PKSM/g1JgPSJi20NbHObQKAR+N0Sw/EZF/xMfH26+LeldbMm6sxs6hL9LexQ+A9O27iOv2MBntbyJtcE+MSn4EBgYWuvyyiMi1QIk/EREREREREREHiYiIoGPHjvj6+gKwdOlSuzWoMg8c4diQUaT/8qdtjOcdt1Fp4tM4eXs6JGYRkavR1KlTGTNmTL7H2lrK8ZxndWo75zw3Xdb+RPaarUxLjaPC8H68+Oq4y7pmnmRjISnZKCIlSYk/EREREREREREHOr+cZ9u2bW37yYvXcmL4eLKTUgAwubrgP+5xfPrfUeDagCIiZdXQoUMJDw8vuIPVSurSTbh+sgynxBTcTGYe96iK6ctfSWy8DO+7u2ByKtrKWBdLNl7M6NGjiY6OLvI4EZHCUOJPREREREREROQqYqRncHL0+yROj7G1WaoHU/mjMbg2ruPAyERErl6FmkV3yy1Yhw/izNsf55RPzrJinDjDicdfJfGjL/AfNwz35o0Lfc38ko2pqam0bt0agI0bN+Lu7p5vrCIiJUWJPxERERERERGRUpJfWbjU1FTb9m/LvsPvrfmY9xy2tWW0vwn3V4fhWrtmqcUpInK9MpfzpsLYx/DpH86p6A84t3wjAOm//MmRno/iGd4B/1EPY6kWdMlz5ZdsTElJsW03adIET0+VZRaR0lW0ucsiIiIiIiIiInLZpk6dyn/+8x+7n9yZId1c/HEb+pot6ZduZPNC0t80WPgOH86d7ciwRUSuOy41qxI4+zUCv5iIS4MatvaUr9cQ26ofp17+n63UclFYrVbb9vr16+32RURKg2b8iYiIiIiIiIiUkoLWoHKdvQy3Octt+9bgSmQ8P4Cna1bhaVQWTkSkpHi0vRn31TNImvsNp16bRvbJsxjpGZx9Zy5J85fh99wQvPuEYTpvPdaCxMTEMGzYMNt+WFgYwcHBTJ48mYiIiJK8DRERGyX+RERERERERERKSX5l4TIPHuHQ3G9t+14RHan41lM4eXmUdngiImWSyWzG54FwPHvdxtlJszk79XPIyMR64jQnnnydhOkxVBj3OO6tbyrwHDExMURGRmIYhl17XFwckZGRLFy4UMk/ESkVKvUpIiIiIiIiIuJAiR9/Bf98UFzusfuo9L9RSvqJiDiA2ccL/1GPUPX7OXj2aGdrz9i5hyO9h3O0//Nk7jucZ5zVamX48OF5kn6ArS0qKkplP0WkVCjxJyIiIiIiIiLiINlp6STO/SZnx8WC73/vw2QyOTYoEZEyzhIaRMDMcQR9+Q4uN9S2tacs3cCh1v04Ofp9rAlJtvYNGzZw+HDehGAuwzCIjY1lw4YNJRq3iAgo8SciIiIiIiIi4jApX60h+3QCAF7h7XGuWN7BEYmISC73Vk0JXjmNipOfxVzJL6cxM4uEKQs41Ow+EmYuwsjKIj4+vlDnK2w/EZErocSfiIiIiIiIiIiDJMyIsW37DuztwEhERCQ/JrMZnz7dqfrDfMo98QAmNxcAsk8lcPLpt4ntMIjyR88W6lwXrvEqIlISlPgTEREREREREXGAtB1/kP7TbgBcGtXG9ZZGDo5IREQK4uTlgf/zDxKyaS5evW+3tWf+sZ8ar8wl0N2rwFLNJpOJkJAQ2rRpU1rhikgZpsSfiIiIiIiIiIgDJM5YZNv2HdRLa/uJiFwDLCEBVP4wmirfTMH1pvoAmE0mXnQOBsPgwid57rN90qRJmM3mUo5WRMoiJf5EREREREREREqZ9XQCyYtWAeDk44VXRCcHRyQiIkXhdusNVFn2PypNeRFzYEW6uFbgPe96VHZysesXHBzMwoULiYiIcFCkIlLWODs6ABERERERERGRsiZpwTKMtAwAvO/rhpOnu4MjEhGRojI5OeF9Vxc8w9pydsoCur47l44u/mzNTOCEkUlAcBXC3h6Dd5dWjg5VRMoQzfgTERERERERESlFRnY2CTO/tO37DOzlsFhEROTKOXm64/fUQKpumYfnnR1p7lKOnq4VueVEBif6PUf8PSPJ+GO/o8MUkTJCiT8RERERERERkVJ0bvWPZB2IA8C9/S241Kzq4IhERKQ4OAdVotzbTxFxdgfbMxNt7alrfiS2/UBOPP021lNnHRegiJQJKvUpIiIiIiIiIlKKEmcusm37arafiMg1Kz4+nvj4eLu21NRUfs1K5p6EX9k2/n18PlmO0/EzYLWSOHMRCZ8tx+WRuwh5YgAmF4uDIheR65kSfyIiIiIiIiIipSTz4BHOrdwMgHOVSnh0bungiERE5HJNnTqVMWPGFHj85mcfxRUnBrkH8bBHCJ4mM6aUVDLf/ITYL1bjP+a/eHRtjclkKvQ180s2FkZgYCCBgYFFHici1x4l/kRERERERERESknix1+DYQDg0/8OTM76aEZE5Fo1dOhQwsPDC9XXeiqBjI+/wbLiR0yGQeb+wxx94HncWt9EhZcfx6lutUKd51LJxoKMHj2a6OjoIo8TkWuP/nUpIiIiIiIiIlIKstPSSZy7JGfH4ox33x6ODUhERK5IkWfRdepA+i9/cvKld0nb/AsAaRt/4vBtg/DsE4b5pkuv+ZpfsjE1NZXWrVsDsHHjRtzd3fONVUTKBiX+RERERERERERKQcpXa8g+nQCAV3gHnCv5OTgiEREpba431iXoq3dJ+WY9p6LfJ+tgPBgGKXO/oc4XLiSeyqL8I/fg5Oaa7/j8ko0pKSm27SZNmuDp6Vmi9yAiVzcnRwcgIiIiIiIiIlIWJMxcZNv2GdjLcYGIiIhDmUwmvHq0o+r3c/Ab/QgmLw8AzGkZnH11GrGt+5H89RqMf0pDi4gUhRJ/IiIiIiIiIiIlLP2XP0nfvgsAl4a1cLv1BgdHJCIijmZydaH8Y32o+sN8vO7vgWEyAZB1MJ5jg0dxJPxx0n/585LnsVqttu3169fb7YtI2aPEn4iIiIiIiIhICUuY8e9sP9/BvTH98+GuiIiIcyU//F5/kj2jHsC19U229rQtv3C404Mcf/xVso6ezHdsTEwMDRo0sO2HhYURGhpKTExMicctIlcnJf5EREREREREREqQ9UwiyTErAXDy8cIropODIxIRkatRekhFKn36BgFzxmOpEZzTaBgkLVjGoWZ9OPPWx2Snptv6x8TEEBkZSVxcnN154uLiiIyMVPJPpIxS4k9EREREREREpAQlzV+KkZYBgPe93XDydHdwRCIicrUymUx4dmlFyIZP8H/5cZx8vQAwzqVyevxHxLbsS1LMKrKyshg+fHi+6wDmtkVFRansp0gZpMSfiIiIiIiIiEgJMbKzSZj5pW3fZ2Avh8UiIiLXDpOLhXIP303VH+bjMygCzGYAsg4f4/jQMSxqFcHhw4cLHG8YBrGxsWzYsKG0QhaRq4QSfyIiIiIiIiIiJSR1zVayDuSUYHNvdzMutao6OCIREbmWmP3LUXHCE4Ssm4n7bc1s7XG7/yrU+Pj4+JIKTUSuUkr8iYiIiIiIiIiUkISZi2zbPgN7OzASERG5lrnUrU7Qp28SMP8NLHWqUdFkKdS4wMDAEo5MRK42SvyJiIiIiIiIiJSAzEPxnFuxCQDnKpXw7NLSwRGJiMi1zrNjc0LWzqLbGy8R4OyGqYB+JpOJkJAQ2rRpU6rxiYjjKfEnIiIiIiIiIlICEmd9BYYBgM8Dd2BydnZwRCIicj0wWZzxe+hu3p3xUc7+hccBDJg0aRLmf9YGFJGyo0iJvz///JPo6Ghuv/12atasSWBgII0bN6Z///7MmzeP9PT0kopTREREREREROSakZ2WTuK8JTk7Fme87+/h2IBEROS6E9mvLwu/+ILAygF27QFOLrznXZeWS38h85DW+BMpawqV+Pv555/p1KkTN954I+vXr+eWW24hKiqKl19+mfvvvx/DMHjhhRcICgpiwoQJSgCKiIiIiIiISJmW8vUask8lAODVsz3OlfwcHJGIiFyPIiIi2P3XnwDUNrszv1FH1pa/hS6uFUj5ajWxLe/n1Csfkp18zsGRikhpKVSNiV69ejFy5Eg+/fRT/PwK/ofq5s2bmThxIm+99RbPP/98sQUpIiIiIiIiInItSZj5pW3bZ2BvxwUiIiLXvdxynn9bU+mx8QusX67h9PiPyD55FiM9g7OTZpM07xv8nn8I73u7YlL5T5HrWqESf3///TcuLi6X7NeiRQtatGhBRkbGFQcmIiIiIiIiInItSv/lT9K37QTApWFN3Jrd4OCIRESkrDA5m/HtfwdevW/n7MRPODv1c8jMwnr8NCeixpMw/QsqvPw47q2aOjpUESkhhUr8ubi4cNtttxETE0O5cuUK1V9EREREREREpCxKmLHItu07KAKTyeTAaERE5HoSHx9PfLz9un2pqam27R07duDu7p6z07M5Tv+phdtHX2H5/lcAMn77myO9huHZvR3+ox/BUr1KqcUuIqWjUIk/gLVr12omn4iIiIiIiIjIRVjPJpEcsxIAJ29PvCI6OjgiERG5nkydOpUxY8YUeLx169b5tk8ZMowee5PI+O1vAFK+WUfKyk2UeyiSck88gNnHK99x+SUaCyMwMJDAwMAijxORK1foxJ+IiIiIiIiIiFxc0vxvMNJyvjjtfW83nLw8HByRiIhcT4YOHUp4eHiRxwUGBhJQqRJJC5Zz+tUPsR4/DRmZnH1vPokLluH37BB87u+RZ/2/SyUaCzJ69Giio6OLPE5ErlyREn9JSUm4ubldtI+Pj88VBSQiIiIiIiIici0ysrNJnPmVbd9nYC/HBSMiItelK51J59O3O153dODM5DkkfPApRnoG2SfPcnLkmyTOiMF/7ON4tLvZ1j+/RGNqaqptZuHGjRv/LS16QZwi4hhFSvzVqVOnwGOGYWAymbBarVcclIiIiIiIiIjItSZ17VYy9x8GwL3tf3CpXc3BEYmIiOTl5OWB/wsP4dOvJ6df/h/JX64GIGPXPuIjn8CjSyv8x/wXl5pV8000pqSk2LabNGmCp6dnqcYvIhdXpMTfwoUL8fPzK6lYRERERERERESuWQkzFtm2fQZFODASERGRS7NUDaTytDH4DLmTUy+9R/rPuwE49+33nPtuC76DIyg/ciDmct4OjlREiqJIib9WrVpRqVKlkopFREREREREROSalHkonnMrNgFgDqqEZ5eWDo5IRESkcNybNabK8v+RvHAFp16eivXoSciykjD1c5I++xa/pwfh0/8OTJacdML5Vf/Wr19P586dMV+wNqCIOI6TowMQEREREREREbnWJX78FRgGAL4PhGNyLtJ3rUVERBzK5OSE991dqbplHuWfGojJ3RWA7DOJnHxuErHtB3Duux+IiYmhQYMGtnFhYWGEhoYSExPjqNBF5AKFTvxVq1ZNWXsRERERERERkQsY6Rkkzl2Ss2Nxxvv+Ho4NSERE5DI5ebrj9/Qgqm6ei9ddnW3tmX8dZFbvAUTeeSdxcXF2Y+Li4oiMjFTyT+QqUejE3/79+/H39y/JWERERERERERErjnJX68h+1QCAF492uFcWZ+fiIjItc25SmUqT3mJKt9OxfWWRlgNg5dT9mHk09f4Z8Z7VFSUXRlQEXGMIpf6PHbsGP369SMoKAhnZ2fMZrPdj4iIiIiIiIhIWZIwY5Ft22dgbwdGIiIiUrzcbmpAlW+msGd4b45mZxTYzzAMYmNj2bBhQylGJyL5KXLB+QEDBnDo0CFeeuklAgMDMZlMJRGXiIiIiIiIiMhVL/2XP0nfthMAlwY1cGve2MERiYiIFC+TyURCraBC9T1yQRlQESl9RU78bdy4kQ0bNtCkSZMSCEdERERERERE5NqRMPO82X6DIvQFaRERuS4FBgYWqp/5lRmcTXbB+96umH29SzgqEclPkRN/ISEhtpq9IiIiIiIiIiJllfVsEskxqwBw8vbE+85ODo5IRESkZLRp04bg4GDi4uLyzQ+YgAAnF5oeT+fUi+9w+tUP8Y7sjM+g3rg2rFWka8XHxxMfH1/kGAMDAwudoBS5nhU58Tdp0iSeffZZpk6dSmhoaAmEJCIiIiIiIiJy9UtasBQjNR0A73u64uTl4eCIRERESobZbGby5MlERkZiMpnskn8mkwkMg7E3d8S8LxEA41waiZ98TeInX+PWrDE+g3vj1b0dJhfLJa81depUxowZU+QYR48eTXR0dJHHiVxvipz4u+eeezh37hw1a9bEw8MDi8X+D/X06dPFFpyIiIiIiIiIyNXIyM4mccaXtn2fgb0cFouIiEhpiIiIYOHChQwbNoy489byCw4OZtKkSURERJDx534SZnxJ0mfLMZLPAZD2w6+k/fArpyr54fNAOD4PhOMcWLHA6wwdOpTw8HC7ttTUVFq3bg3kLEfm7u6eZ5xm+4nkuKwZfyIiIiIiIiIiZVnqum1k7j8MgHubm3CpE+rYgEREREpBREQEHTt2xNfXF4ClS5fSuXNnzGYzAC51q1NxwhP4vzSUpM++JWFGDJl/HgDAevw0Z96cxZmJs/EMa4Pv4AjcWjbJsz5ufiU7U1JSbNtNmjTB09OzBO9S5NpW5MRf//79SyIOEREREREREZFrRsKMRbZtn0ERDoxERESkdOUm+QDatm1rt5/LycsD30G98RnYi7RNO0iYHkPK0g1gtYLVSsritaQsXoulXnV8B/bG++4uKpktUkycCtPp/Gx6SfQXEREREREREblWZMYe5dyKTQCYAyvi2bWVgyMSERG5OplMJtxbNSVgxstU++kzyo/oj7min+145h/7OfnM2xy4oTcnnplIxl8H8j2P1Wq1ba9fv95uX0TsFSrxV6tWLV599VWOHDlSYB/DMFi5ciXdunXjnXfeKbYARURERERERESuJokffwXZ2QD49A/H5FzkgkoiIiLXhPj4eH766Se7nx07dtiO79ixI8/xn376ifj4+Dzncg6qhN+zQ6i2YyGVPhyNW7PGtmNG8jkSZ8QQ26ofcb2Hk7x4LUZWFgAxMTE0aNDA1jcsLIzQ0FBiYmJK7L5FrmWF+pfp2rVrefHFFxkzZgxNmjTh5ptvJigoCDc3N86cOcOuXbvYvHkzFouF5557joceeqik4xYRERERERERuWLx8fH5fjhZoIwsvGd9mfNNamczPn17lFRoIiIiDjd16lTGjBlT4PHWrVvn2z569Giio6PzPWZyseDduyPevTuS/vseEmcuImnhCoxzaQCkbfyJtI0/YQ6qxPqmQQz45H0Mw7A7R1xcHJGRkSxcuJCICJXcFjlfoRJ/devW5fPPP+fw4cN8/vnnrF+/nk2bNpGamkqFChVo2rQp06ZNIywsDCenQk0iFBERERERERFxuEt9oHmhcNeKvO1dFwCvHu1wDqhQUqGJiIg43NChQwkPDy/yuMDAwEL1c21Ui4pvPYXfqIdJmr+MxJmLyNx3GICMuGM88/uSPEk/yKlAaDKZiIqK4o477sh3nUGRsqpItSiCg4N54okneOKJJ0oqHhERERERERGRUpPfB5qpqam2GQwbN27E3d3ddswzaiLsPgCAzyDNMBARketbYGBgoZN4V8Ls6025h+/G96FIUtdtI2HGIlYvWcrR7IwCxxiGQWxsLBs2bKB9+/YlHqPItUJF6EVERERERESkzMrvA82UlBTbdpMmTfD09AQg/de/OPxP0s+lfg3cmjdGREREio/JyQmPDrfi0eFWst+rCo//95Jjjhw5UgqRiVw7lPgTERERERERESmEhJmLbNs+g3pjMpkcGI2IiMj1LaRR/UL1M786k7MJTnjf3RWzf7nLulaR1/z9R2nNiBQpiqtmQb7169fTs2dPgoKCMJlMfPnll3bHDcMgOjqaoKAg3N3dad++PTt37rTrk56ezuOPP06FChXw9PQkPDycw4cP2/U5c+YM/fr1w9fXF19fX/r168fZs2dL+O5ERERERERE5FphtVpt2+vXr8dqtWI9m0TyFysBMHl54B3Z2VHhiYiIlAlt2rQhODi4wC/amIBAJxeaHk3l1Kj3OdA4gmMPjubc+m0Y2dlFutbUqVP5z3/+U+SfqVOnFsOdihSvqybxl5KSwo033sh7772X7/HXX3+dt99+m/fee4+tW7cSEBBAp06dSEpKsvWJiopi0aJFLFiwgI0bN5KcnEyPHj3s/sHep08fduzYwfLly1m+fDk7duygX79+JX5/IiIiIiIiInL1i4mJoUGDBrb9sLAwQkNDmfdMNEZqOgDe93TFycvDUSGKiIiUCWazmcmTJwPkSf7l7o+56TbMuccyMkn+cjXxdz7BoWb3cWbiJ2QdPVmoaw0dOpTt27fb/WzcuNF2fOPGjXmOb9++naFDhxbDnYoUr6um1Ge3bt3o1q1bvscMw2DSpEm88MILRETkLJz98ccfU7lyZebNm8fQoUNJSEhg+vTpzJ49m44dOwIwZ84cQkJCWLVqFV26dGH37t0sX76cLVu20KxZMwCmTZtGixYt+PPPP6lbt27p3KyIiIiIiIiIXHViYmKIjIzEMAy79ri4OPp/+Dbvedeji2sFfAf1dlCEIiIiZUtERAQLFy5k2LBhxMXF2dqDg4OZNGkSERERZOw5ROKcxSQtWEb2qQQAsg4c4fSr0zg9YQYenVvgc39PPG5vhslszvc6RVnzV+RqV+QZf6GhoYwdO5ZDhw6VRDz52r9/P0ePHqVz53/LaLi6utKuXTs2bdoEwPbt28nMzLTrExQURKNGjWx9Nm/ejK+vry3pB9C8eXN8fX1tfURERERERESk7LFarQwfPjxP0g+wtY1L2YelVRNc6oSWcnQiIiJlV0REBLt27bLtL126lP3799smCbnUqkqF6EcJ/XURlT8ai3v7W/4dbLVybtlGjvZ9hoM33c3pCdPJPHystG9BpFQVecbfiBEjmDVrFmPHjqVDhw4MHjyY3r174+rqWhLxAXD06FEAKleubNdeuXJlDh48aOvj4uJC+fLl8/TJHX/06FEqVaqU5/yVKlWy9clPeno66enptv3ExEQAMjMzbT+5+yIipUHPHRFxBD17RMQR9OyR0rJu3ToOHz5c4HEDiM/O4NebQwnU7+N1Tc8dEXEEPXsuLvu8NftatGhBdna2XRsAJnANa03FsNZkHYonef5SUhYsx3rsFADWI8c58+Yszrz1MW7tb8GrbxjunVpisuSfJklLS7Ntr1mzho4dO2IuYMagSEkryrOhyIm/xx9/nMcff5xffvmFGTNmMGzYMP773//Sp08fBg0axE033VTUUxbahXV8DcMocGHPgvrk1/9S53nttdcYM2ZMnvYVK1bg4fFvTf+VK1deNBYRkeKm546IOIKePSLiCHr2SElbv359ofqtOXUY69KlJRyNXA303BERR9CzJ3/nJ+G+/fZb3NzcLj3ohkBo0B/v3/ZRfv2veP+2H5NhgGGQtuZH0tb8SKaPB2dbNuJMmxvIqPzvpKLNmzczbdo0237Pnj3x9/dnyJAhtGjRoljvTaQwzp07V+i+l73G34033sjkyZN58803mTJlCs888wwffPABjRo1Yvjw4QwcOPCSSbnCCggIAHJm7J1fZ/f48eO2WYABAQFkZGRw5swZu1l/x48fp2XLlrY+x47lncZ74sSJPLMJz/fcc8/x5JNP2vYTExMJCQmhc+fO+Pj4kJmZycqVK+nUqRMWi+XKblZEpBD03BERR9CzR0QcQc8eKS2enp68/fbbl+zXrXt32rVrVwoRiaPouSMijqBnz7/i4+PzVOhLTU21bQcEBODu7p5nXEBAQJ51+gDoCTwPWUdOkPLpcpLnL8X6T7lPS+I5Ki7/kYrLf8S1VRO8+nRnReZpXn/99Tzlv0+fzmlfsGABvXtrvV8pXbmVKAvjshN/mZmZLFq0iJkzZ7Jy5UqaN2/O4MGDOXLkCC+88AKrVq1i3rx5l3t6O9WrVycgIICVK1fStGlTADIyMli3bh0TJkwA4D//+Q8Wi4WVK1dy9913AzkPiN9//53XX38dyJkCnJCQwI8//sitt94KwA8//EBCQoItOZgfV1fXfEuZWiwWu4fwhfsiIiVNzx0RcQQ9e0TEEfTskZLWoUMHgoODiYuLy3edPxNQJagKHTp0UJmvMkLPHRFxBD17YMaMGflW4MvVvn37fNtHjx5NdHR0geMs1YJwf3oQ/iMHkLp2K4mzF5OyfCNkWQFI/34H5zb+zPCE7QWu+WsymRg5ciR33nmn/j0gpaooz4UiJ/5++uknZs6cyfz58zGbzfTr14+JEydSr149W5/OnTvTtm3bIp03OTmZPXv22Pb379/Pjh078PPzo2rVqkRFRfHqq69Su3ZtateuzauvvoqHhwd9+vQBwNfXl8GDBzNixAj8/f3x8/Nj5MiR3HDDDXTs2BGA+vXr07VrVx588EGmTp0KwEMPPUSPHj2oW7duUV8KEREREREREblOmM1mJk+eTGRkJCaTye4Dv9x6RpPffUcf8omIiJSwoUOHEh4eXuRx+c72y4fJyQmP25rhcVszso6fJunTZSTNWULmvsNszUzgaFZagWMNwyA2NpYNGzYUmIAUcbQiJ/5uueUWOnXqxAcffECvXr3yzTI2aNCAe++9t0jn3bZtGx06dLDt55bW7N+/P7NmzeLpp58mNTWV//73v5w5c4ZmzZqxYsUKvL29bWMmTpyIs7Mzd999N6mpqdx+++3MmjXL7h/lc+fOZdiwYXTu3BmA8PBw3nvvvSLFKiIiIiIiIiLXn4iICBYuXMiwYcOIi4uztQc4ufDWy68SERHhwOhERETKhsDAwEIn8a6UcyU/yj/el3KP9SFt0w6SRr8K3/1+yXHx8fGlEJ3I5Sly4m/fvn1Uq1bton08PT2ZOXNmkc7bvn37fKfP5jKZTERHR190qq6bmxvvvvsu7777boF9/Pz8mDNnTpFiExEREREREZGyISIigo4dO3JD+co84VmNiiYLLW+4kdDnnnR0aCIiIlJCTCYT7q2aUu/FR+G7hZfs7/3LXrJ7pODk7XlZ14uPj7+s5GFpJkXl2lXkxF+HDh3YunUr/v7+du1nz57lpptuYt++fcUWnIiIiIiIiIhIaTObzTzkEUxP14oA+A2+E5PJdIlRIiIicq1r06bNJdf8DXByoc5Hyzkwfx1ed9yGT7+euN7csEj/Vpg6depF1zEsyKXWMRSBy0j8HThwAKvVmqc9PT3drgyGiIiIiIiIiMjVLr9v3KedOE34P0m/bHdX9tauDD/9ZNdH37gXERG5/hRmzd8XPWtgNpkwzqWRNH8pSfOXYqlXHZ/7e+J9dxfM5X0ueZ381jFMTU2ldevWAGzcuBF3d/c84/RvDymMQif+vv76a9v2t99+i6+vr23farXy3XffERoaWqzBiYiIiIiIiIiUpPy+cd/fLYiXvGoAMPf0fsa0aZVnnL5xLyIicn0qaM3f4JAQJk2aRPdajUics5jkhSvJTkoBIPOP/Zx68R1Ov/w/PHu0w6dfT9xaNilwFmB+XyBKSUmxbTdp0gRPz8srIypS6MRfr169gJxat/3797c7ZrFYCA0N5a233irW4ERERERERERESlKeb9xnZ+P14Gtw+DgAvWa/S3i1gDzj9I17ERGR61fumr+5E6CWLl1K586dMZvNAFR8fQT+o/9L8tdrSJq9mLStvwNgpGeQ/MVKkr9YiaV6MN7398D73m44V/Jz2L1I2VPoxF92djYA1atXZ+vWrVSoUKHEghIRERERERERKQ0XfuP+3LptxP+T9HNr1ZSavcMcFZqIiIg4UG6SD6Bt27Z2+wBOnu743BeGz31hZPyxn8Q5i0n67FuyzyQCkLn/MKdf/h+nX5uGZ5fW+PTriXv7mzFdcJ5c5y+xtn79ertEo0hROBV1wP79+5X0ExEREREREZHrUuKMGNu276DeDoxERERErhUu9apTYdwwqv0aQ6Wpo3Fvc9O/B7OspHyzjvh7R3Lolns5/eZMso4ctxsfExNDgwYNbPthYWGEhoYSExODSFEVasbfO++8w0MPPYSbmxvvvPPORfsOGzasWAITERERERERESlNmYePkbL8ewDMARXw7NbGwRGJiIhIaYiPjyc+Pt6uLTU11ba9Y8cO3N3d84y7sHKAk5sr3hEd8Y7oSOa+wyTOXULS/GVYT5wGICv2KGcmzODMG7PwuL0ZPv16sjz5KHfdcw+GYdidOy4ujsjISBYuXEhERERx3q5c5wqV+Js4cSJ9+/bFzc2NiRMnFtjPZDIp8SciIiIiIiIi16TET76Gf5Y68XkgHJOl0CukiIiIyDVs6tSpjBkzpsDjrVu3zrd99OjRREdH53vMUiMY/5cexu/ZIaSs2ETS7MWcW/0DGAZkZ3Nu5WaSVmzisYTteZJ+AIZhYDKZiIqK4o477lDZTym0Qv0Ldv/+/flui4iIiIiIiIhcD4z0DJLmLM7ZcTbj06+nYwMSERGRUjN06FDCw8OLPO782X4FMVmc8ereFq/ubck8fIyked+QOPcbrEeOszUzgaNZaQWONQyD2NhYNmzYQPv27Yscn5RNV/zVNavVym+//Ua1atUoX758ccQkIiIiIiIiIlKqkr9Zj/XEGQA8w9riHFDBwRGJiIhIabmwZGdJsQRXxu/pQZQf0Z9zq38k8eXxsOH3S467sAypyMUUOfEXFRXFDTfcwODBg7FarbRt25bNmzfj4eHBkiVLlHUWERERERERkWtO4vQY27bvoN4OjERERESudyazGc9OLahveQI6fH3J/r5/xJKdmo6Tu+tlXzO/dQwLo7SSolJ8ipz4W7hwIffffz8Aixcv5sCBA/zxxx988sknvPDCC3z//ffFHqSIiIiIiIiISElJ/30PaT/+BoClXnXcWjZxbEAiIiJSJrRp04bg4GDi4uLyXefPBAQ4uVDr/a85OGcNXpGd8enXE9dGtYp8rUutY1iQi61jKFenIif+Tp48SUBAAABLly7lrrvuok6dOgwePJh33nmn2AMUERERERERESlJiTMX2bZ9B/bGZDI5MBoREREpK8xmM5MnTyYyMhKTyWSX/Mv918iLnjUwm0xkJyaTOCOGxBkxuDatj0+/Hnj17oiTl0ehrpXfOoapqam0bt0agI0bN+Lu7p5nnGb7XXuKnPirXLkyu3btIjAwkOXLlzNlyhQAzp07h9lsLvYARURERERERERKijUhiaSFKwAwebrjfVdnB0ckIiIiZUlERAQLFy5k2LBhxMXF2dqDQ0KYOHEiYcG1SZq9mOSv12CkpgOQ/vNuTvy8m5MvvYdX79tzZgE2rX/RLy/lV7IzJSXFtt2kSRM8PT2L+e7EEYqc+Bs4cCB33303gYGBmEwmOnXqBMAPP/xAvXr1ij1AEREREREREZGSkvTptxjn0gDwvrsrTt76wEtERERKV0REBB07dsTX1xfIqbbYuXNn22Qr92aN8X9lGMlfrCJx9mIyfv8bACMllaQ5S0iaswSXhjXxub8nXnd1xuzr7bB7EcdzKuqA6OhoPvroIx566CG+//57XF1zFpM0m808++yzxR6giIiIiIiIiEhJMAzDvsznoN4OjEZERETKsvMrKrZt2zZPhUWzrze+g3oTvHo6VVZOw+eBcEye/5bmzNi5l5PPTeJgo14ce3QcqZt/yXfdwPNZrVbb9vr16+325dpV5Bl/AJGRkXna+vfvf8XBiIiIiIiIiIiUltT128nccwgAt5ZNcKlX3cERiYiIiFycyWTCrUk93JrUw3/MoyR/uZrEOYtJ374LACMtg+TPviX5s2+x1K6Gz/098L67C+YK5e3OExMTw7Bhw2z7YWFhBAcHM3nyZCIiIkr1nqR4XVbi77vvvuO7777j+PHjZGdn2x2bMWNGsQQmIiIiIiIiIlKS7Gf76QMuERERKR3x8fHEx8fbtaWmptq2d+zYgbu7+4XD8qzT5+Tlgc/9PfC5vwfpu/aSNHsxSZ9/S3ZCMgCZfx/k1Oj3OTVuKp5hbfHp1xP3Njex6MsviYyMzDMjMC4ujsjISBYuXKjk3zWsyIm/MWPGMHbsWG6++WbbOn8iIiIiIiIiIteSrLhjpCzbCIC5sj+eYW0cHJGIiIiUFVOnTmXMmDEFHm/dunW+7aNHjyY6OjrfY64NauL6WhR+ox4hZclaEucsIW3TjpyDmVmkfLWalK9WY6oWwON7vsu3DKhhGJhMJqKiorjjjjvylBuVa0ORE3//+9//mDVrFv369SuJeERERERERERESlziJ4vhnypGPg+EY7JcVlEkERERkSIbOnQo4eHhRR53/my/gji5u+J9Vxe87+pCxt5DJM1ZQuKCZWSfPAvA5r//4EjimQLHG4ZBbGwsGzZsoH379kWOURyvyP+qzcjIoGXLliURi4iIiIiIiIhIiTMyMkmcvThnx2zG54Gif/AmIiIicrkuLNlZUlxqVsV/9H/xe+5BUpZvJHH2Yk58u7RQYy8sRSrXjiIn/oYMGcK8efN46aWXSiIeEREREREREZESlfzNOqwnTgPgGdYG54AKDo5IREREpOSYXCx4hXfAK7wDjT5tBfdGXnJMQMVKV3zd/NYyLIzSSoxer4qc+EtLS+PDDz9k1apVNG7cGIvFYnf87bffLrbgRERERERERESKW+L0RbZt38ERDoxEREREpHR1iOxFcHAwcXFx+a7zZwICnFyoOmwyp+77G5/7e2KpXuWyrnWptQwLcrG1DOXSipz4+/XXX2nSpAkAv//+u90xk8lULEGJiIiIiIiIiJSE9J17SPvhVwAsdUNxa9nEsQGJiIiIlCKz2czkyZOJjIzEZDLZJf9yMzwvetaAE2c4+85czr4zF/e2/8Hn/p54hrXB5OpS6Gvlt5ZhamoqrVu3BmDjxo24u7vnGafZflemyIm/NWvWlEQcIiIiIiIiIiIlLnHml7Zt34G99SVmERERKXMiIiJYuHAhw4YNIy4uztYeHBLChMH/pcOBZFKWb4QsKwCp67eTun47Tv6+eN/dFZ9+PXGpXe2S18mvZGdKSoptu0mTJnh6ehbTXUmuIif+cu3Zs4e9e/fStm1b3N3dMQxD/1gWERERERERkauWNTGZpM9XAGDydMf77i4OjkhERETEMSIiIujYsSO+vr4ALF26lM6dO2M2mwHIOn6apAXLSJqzhMz9hwHIPpVAwgefkvDBp7g1vxGffj3w7NkBJ3dXh92H5OVU1AGnTp3i9ttvp06dOoSFhdkWZhwyZAgjRowo9gBFRERERERERIpD8qfLMc6lAuB9dxecvPUNcxERESm7cpN8AG3btrXbd67kR/lhfQnZMpegRZPxiugILhbb8bQtv3D80Vc4eEMvTj43ifRdewt1TavVattev3693b4UjyIn/p544gksFguHDh3Cw8PD1n7PPfewfPnyYg1ORERERERERKQ4GIZBwnllPn0G9nZcMCIiIiLXCJOTE+6tb6Ly1NGE/hqD/8uPYanzb5nP7IRkEj76gsPtBnC461AS5ywhO/lcvueKiYmhQYMGtv2wsDBCQ0OJiYkp8fsoS4pc6nPFihV8++23BAcH27XXrl2bgwcPFltgIiIiIiIiIiLFJXXDdjL/zvncwq3FjbjWr+HgiERERERKT3x8vK2CY67U1FTb9o4dO3B3d88z7vx1+sz+5Sj38D34Dr2btB9/I2n2YpK/Wo2RlgFA+vZdnNi+i5MvvYv3nZ3w6dcT1xvrAjlJv8jISAzDsDt/XFwckZGRLFy4kIiIiGK957KqyIm/lJQUu5l+uU6ePImrq+q4ioiIiIiIiMjVJ3HGl7Zt30H6UElERETKlqlTpzJmzJgCj7du3Trf9tGjRxMdHW3XZjKZcG/WGPdmjfF/ZRjJC1eSOPtrMnbmlPs0ks+R+PFXJH78FS431MazbxjDR0XlSfpBTlUGk8lEVFQUd9xxh125Ubk8RU78tW3blk8++YSXX34ZyHmDs7OzeeONN+jQoUOxBygiIiIiIiIiciWyjhwnZflGAMyV/PAMa+PgiERERERK19ChQwkPDy/yuNzZfgUx+3rjOzgCn0G9Sf95N4mzF5Mc851tXeWM3/5m/ZNjOJwYV+A5DMMgNjaWDRs20L59+yLHKPaKnPh74403aN++Pdu2bSMjI4Onn36anTt3cvr0ab7//vuSiFFERERERERE5LIlfvI1WK0A+DwQjsnF4uCIRERERErX+SU7S4LJZMLtpga43dSACi8/TnLMKhJnLyZ9xx+cMDILdY4LS5HK5XEq6oAGDRrw66+/cuutt9KpUydSUlKIiIjg559/pmbNmiURo4iIiIiIiIjIZTEyMkn8ZHHOjtmMzwNF/6a7iIiIiBSek5cHPg+EE7xyGsGrZxAadluhxpVkYrIsKfKMv0OHDhESEpJvLdhDhw5RtWrVYglMRERERERERORKJX+zDuuJ0wB4dmuNc2BFB0ckIiIiUna43lCbnnPfJXjj18TFxZF3lb+c2YLBwcG0aaNy7MWhyDP+qlevzokTJ/K0nzp1iurVqxdLUCIiIiIiIiIixSFxxpe2bd/BEY4LRERERKSMMpvNTH7nHTCZMJlMdsdy9ydNmoTZbHZEeNedIif+DMPI88YAJCcn4+bmVixBiYiIiIiIiIhcqfRde0nb8gsAljrVcGvV1MERiYiIiJRNERERLFy4kKCgILv24OBgFi5cSESEvqBVXApd6vPJJ58EcrKvL730Eh4eHrZjVquVH374gSZNmhR7gCIiIiIiIiIilyNx5iLbtu/A3vl+kVlERERESkdERAQdO3bE19cXgKVLl9K5c2fN9CtmhU78/fzzz0DOjL/ffvsNFxcX2zEXFxduvPFGRo4cWfwRioiIiIiIiIgUkTUxmaTPVgBg8nDH+56uDo5IRERERM5P8rVt21ZJvxJQ6MTfmjVrABg4cCCTJ0/Gx8enxIISEREREREREbkSyZ99i3EuFQDvuzvj5O3p4IhEREREREpeoRN/uWbOnFkScYiIiIiIiIiIFAvDMEg4r8ynz8DeDoxGREREpGyKj48nPj7eri01NdW2vWPHDtzd3fOMCwwMJDAwsMTju14VOfGXkpLC+PHj+e677zh+/DjZ2dl2x/ft21dswYmIiIiIiIiIFFXqxp/I/OsgAG7Nb8S1QU0HRyQiIiJS9kydOpUxY8YUeLx169b5to8ePZro6OgSiur6V+TE35AhQ1i3bh39+vUjMDBQC2OLiIiIiIiIyFUlcca/s/18B2m2n4iIiIgjDB06lPDw8CKP02y/K1PkxN+yZcv45ptvaNWqVUnEIyIiIiIiIiJy2bKOHCdl2UYAzBX98Oze1sERiYiIiJRNKtnpGE5FHVC+fHn8/PxKIhYRERERERERkSuSOHsxWK0A+DzQE5OLxcERiYiIiIiUniIn/l5++WVGjRrFuXPnSiIeEREREREREZHLYmRkkvjJ1zk7ZjM+DxS9tJSIiIiIyLWsyKU+33rrLfbu3UvlypUJDQ3FYrH/5txPP/1UbMGJiIiIiIiIiBRWyjfrsR4/DYBn19Y4B1VycEQiIiIiIqWryIm/Xr16lUAYIiIiIiIiIiJXJmHmItu2z+DeDoxERERERMQxipz4Gz16dEnEISIiIiIiIiJy2dJ37SVt8y8AWGpXw731TQ6OSERERESk9BV5jT8RERERERERkatN4qwvbdu+A3thMpkcF4yIiIiIiIMUesZf+fLlC/WP5tOnT19RQCIiIiIiIiIiRZGdlELSZ98CYPJwx+uerg6OSERERETEMQqd+Js0aVIJhiEiIiIiIiIicnmSPvsWIyUVAO+7OmP28XJwRCIiIiIijlHoxF///v1LMg4RERERERERkSIzDIOEGTG2fZ+BvRwXjIiIiIiIg2mNPxERERERERG5ZqV9/zOZfx0EwK1ZY1wb1nJwRCIiIiIijqPEn4iIiIiIiIhcsxJmLLJt+wzu7cBIREREREQcr9ClPkVERERERERESlJ8fDzx8fGF7m86eRbvb9ZjAswV/fDq3q7kghMRERERuQYo8SciIiIiIiIiV4WpU6cyZsyYQvcf5lGVYR5VAfDp1xOTi6WkQhMRERERuSYo8SciIiIiIiIiV4WhQ4cSHh5u15aamkrr1q0B2LhxI+7u7jkHsqx494uG04lgdsKnfzgiIiIiImVdkRN/kZGR3HzzzTz77LN27W+88QY//vgjn3/+ebEFJyIiIiIiIiJlR2BgIIGBgXZtKSkptu0mTZrg6ekJQPKXqzl2OhEAz66tcQ6qVHqBioiIiIhcpZyKOmDdunV07949T3vXrl1Zv359sQQlIiIiIiIiInIxCTMX2bZ9BvV2YCQiIiIiIlePIif+kpOTcXFxydNusVhITEwslqBERERERERERACsVqtte/369VitVtJ37yNt0w4ALLWq4t7mPw6KTkRERETk6lLkxF+jRo349NNP87QvWLCABg0aFEtQIiIiIiIiIiIxMTF2nzWEhYURGhrKvOfG2tp8BvbGZDI5IjwRERERkatOkdf4e+mll7jzzjvZu3cvt912GwDfffcd8+fP1/p+IiIiIiIiIlIsYmJiiIyMxDAMu/a4uDgGH/6Y97zr0bV8MN73dnVQhCIiIiIiV58iJ/7Cw8P58ssvefXVV1m4cCHu7u40btyYVatW0a5du5KIUURERERERETKEKvVyvDhw/Mk/QAMw8AEjEvZR8TgAZh9vEo/QBERERGRq1SRE38A3bt3p3v37sUdi4iIiIiIiIgIGzZs4PDhwwUeN4D47Ax+bRxMQOmFJSIiIiJy1SvyGn8iIiIiIiIiIiUpPj6+UP1OueljDRERERGR8xXqX8h+fn6cPHkSgPLly+Pn51fgT0mJjo7GZDLZ/QQE/Pu9PsMwiI6OJigoCHd3d9q3b8/OnTvtzpGens7jjz9OhQoV8PT0JDw8/KLfIBQRERERERGR0hcYGFis/UREREREyopClfqcOHEi3t7etm2TyVSiQRWkYcOGrFq1yrZvNptt26+//jpvv/02s2bNok6dOowbN45OnTrx559/2mKPiopi8eLFLFiwAH9/f0aMGEGPHj3Yvn273blERESkbIiPjy/0jILzBQYG6oNGERGREtSmTRuCg4OJi4vLd50/ExAcHEybNm1KPzgRERERkatYoRJ//fv3t20PGDCgpGK5JGdnZ7tZfrkMw2DSpEm88MILREREAPDxxx9TuXJl5s2bx9ChQ0lISGD69OnMnj2bjh07AjBnzhxCQkJYtWoVXbp0KdV7EREREcebOnUqY8aMKfK40aNHEx0dXfwBiYiICJDzRd/JkycTGRmJyWSyS/7lfhV50uTJ+hKviIiIiMgFCpX4O5/ZbCY+Pp5KlSrZtZ/6f3v3HR5VtfVx/HdmMpn0EFoKodopCgKKSlVEAWkxWLCAWFDxAoJih2BBUcEgNiwUr15bbsTGRbkXFVB8RRQLoKAgJSR00uvMef8YGAgpZJJJJuX7eR4eztmnrUHcTGbNWvvAATVv3lwOh8NrwZ1oy5YtiomJkd1u1/nnn6+ZM2eqXbt22rZtm9LS0jRgwAD3uXa7XX369NG3336rcePGad26dSosLCx2TkxMjDp27Khvv/223MRffn6+8vPz3fsZGRmSpMLCQvevo/sAUBOYdwDvGDt2rAYNGlRsLDc3V3379pUkffXVVwoMDCxxXVRUVIP8/4+5B4AvMPc0XEOGDNG7776ru+++W7t373aPR1nsmv3iPA0ZMoS/F6gWzDsAfIG5B0B5PJkbPE78ldZiQ3Ilx/z9/T29XYWdf/75evPNN3X66adrz549evzxx3XhhRdqw4YNSktLkyRFRkYWuyYyMlLbt2+XJKWlpcnf318RERElzjl6fVmefPLJUqsBvvjiCwUFBbn3ly9fXqnXBgCVxbwDeF9eXp57Oy0tTQEBASXOSU1N1U8//VSTYdUqzD0AfIG5p2Gy2+169tlnlXjj7bo2MFrNDJvOOO9cpUQ319KlS30dHuo55h0AvsDcA6A0OTk5FT63wom/559/XpJkGIZef/11hYSEuI85HA6tXLlSZ555pgdhembgwIHu7U6dOumCCy7QKaecosWLF6tHjx7u2I5nmuZJ1yOsyDkPPPCAJk+e7N7PyMhQy5YtNWDAAIWFhamwsFDLly/XpZdeKpvN5ulLAwCPMe8A1Sc7O9u9fdlllyk4ONiH0dQuzD0AfIG5B9nZ2XIGtVIP/0aSpOb336Fzenf1bVCo15h3APgCcw+A8hztRFkRFU78Pffcc5JcibJXXnmlWB99f39/tWnTRq+88ooHYVZNcHCwOnXqpC1btmj48OGSXN/Kj46Odp+zd+9edxVgVFSUCgoKdOjQoWJVf3v37tWFF15Y7rPsdrvsdnuJcZvNVmwSPnEfAKob8w7gfRaLxb29Zs0aDRgwgPWDTsDcA8AXmHsasG0p7qSftV0LhfQ7T8Zx/14D1YV5B4AvMPcAKI0n80KFE3/btm2TJPXr10/JycklWmbWtPz8fG3atEm9evVS27ZtFRUVpeXLl6tLly6SpIKCAn399deaNWuWJKlr166y2Wxavny5rrrqKkmuNl2//fabnn76aZ+9DgAAUHskJydrwoQJ7v1BgwYpNjZWc+fOVVxcnA8jAwCgYUhNTVVqamqxMb+57+po/f2hfl10cP36EtdFR0cX+yIwAAAA0FB5vMbfl19+KcmVWNu2bZtOOeUU+fl5fBuP3XPPPRoyZIhatWqlvXv36vHHH1dGRoZGjx4twzA0adIkzZw5U6eddppOO+00zZw5U0FBQRo1apQkKTw8XDfffLOmTJmiJk2aqHHjxrrnnnvUqVMn9e/fv9rjBwAAtVtycrLi4+NLrGeckpKi+Ph4JSUlkfwDAKCazZ8/XzNmzHDvBxtWfRPRXbL4Kcd0qM/TDylz1v0lrps+fboSEhJqMFIAAACgdvI4Y5ebm6u77rpLixcvliRt3rxZ7dq104QJExQTE6P77y/5Btwbdu3apWuvvVb79+9Xs2bN1KNHD3333Xdq3bq1JGnq1KnKzc3VnXfeqUOHDun888/XF198odDQUPc9nnvuOfn5+emqq65Sbm6uLrnkEi1atIj2XQAANHAOh0MTJ04skfSTjq0HPGnSJA0bNoz3DQAAVKNx48Zp6NCh7n3/T1Yp8IUkSZLfoJ76atILpV5HtR8AAADg4nHi7/7779fPP/+sr776Spdffrl7vH///po+fXq1Jf7efffdco8bhqGEhIRyv+EXEBCgefPmad68eV6ODgAA1GWrVq3Srl27yjxumqZ27typVatWqW/fvjUXGAAADczxLTtN09TOiYkqPHKs3b23yt7pNN8FBwAAANQBHif+lixZovfee089evSQYRju8fbt2+uvv/7yanAAAAA14cS1hKp6HgAAqLq8b9er8PdtkqSA7h1J+gEAAAAVYPH0gn379ql58+YlxrOzs4slAgEAAOqKirYHo40YAAA1J33hEvd22M2sswsAAABUhMeJv+7du+uzzz5z7x9N9r322mu64IILvBcZAABADenVq5diY2PL/BKTYRhq2bKlevXqVcORAQDQMBWl7Vf2Z19LkqzNIhRyRR8fRwQAAADUDR63+nzyySd1+eWXa+PGjSoqKtLcuXO1YcMGrVmzRl9//XV1xAgAAFCtrFar5s6dq/j4eBmGIdM03ceOJgMTExNltVp9FSIAAA1Kxj8/kYockqTQ666QYff3cUQAAABA3eBxxd+FF16ob775Rjk5OTrllFP0xRdfKDIyUmvWrFHXrl2rI0YAAIBqFxcXp6SkJMXExBQbj42NVVJSkuLiaDEGAEBNMAuLlPHmx64di0Vho4f5NiAAAACgDvG44k+SOnXqpMWLF3s7FgAAAJ+Ki4tT//79FR4eLklaunSpBgwYQKUfAAA1KPs/q+RI2y9JCrrsQtliI30cEQAAAFB3VCrx53Q69eeff2rv3r1yOp3FjvXu3dsrgQEAAPjC8Um+3r17k/QDAKCGpS9c4t4OH0vFPQAAAOAJjxN/3333nUaNGqXt27cXW/9Gcq2B43A4vBYcAAAAAABoOAr+2Ka81T9KkmyntFRgb5YUAQAAADzhceLv9ttvV7du3fTZZ58pOjpahmFUR1wAAADVLjU1VampqcXGcnNz3dvr169XYGBgieuio6MVHR1d7fEBANDQpC9Y4t4OGzNchsXiu2AAAACAOsjjxN+WLVuUlJSkU089tTriAQAAqDHz58/XjBkzyjzes2fPUsenT5+uhISEaooKAICGyZmVo8z3l0mSjEC7Qq8d6OOIAAAAgLrH48Tf+eefrz///JPEHwAAqPPGjRunoUOHenwd1X4AAHhf5gefy8zKkSSFXHmprOGhPo4IAAAAqHs8Tvz94x//0JQpU5SWlqZOnTrJZrMVO3722Wd7LTgAAIDqRMtOAABqB9M0lbFwiXs/fGyc74IBAAAA6jCPE39XXnmlJGns2LHuMcMwZJqmDMOQw+HwXnQAAAAAAKDey1vzswo2bZUkBXTvKHun03wcEQAAAFA3eZz427ZtW3XEAQAAAAAAGqj0BR+6t8PGjvBhJAAAAEDd5nHir3Xr1tURBwAAAAAAaICK0vYr+7OvJUmWpo0UMqSvbwMCAAAA6jCPE38ff/xxqeOGYSggIECnnnqq2rZtW+XAAAAAAABA/Zfx1idSkWvZkLDrrpBh9/dxRAAAAEDd5XHib/jw4e41/Y53/Dp/PXv21JIlSxQREeG1QAEAAAAAQP1iFhYpY/GRLxhbLAobM9yn8QAAAAB1ncXTC5YvX67u3btr+fLlSk9PV3p6upYvX67zzjtPn376qVauXKkDBw7onnvuqY54AQAAAABAPZG9bLUcafslSUGXXShbbKSPIwIAAADqNo8r/iZOnKhXX31VF154oXvskksuUUBAgG677TZt2LBBiYmJGjt2rFcDBQAA9VtqaqpSU1M9vi46OlrR0dHVEBEAAKhu6Qs+dG+H3zTCh5EAAAAA9YPHib+//vpLYWFhJcbDwsK0detWSdJpp52m/fv3Vz06AADQYMyfP18zZszw+Lrp06crISHBa3EUpe7T4fnvy9Y2VmE3DJFh8bhBAgAAqICCzX8rb/WPkiRbu1gF9unm44gAAACAus/jxF/Xrl1177336s0331SzZs0kSfv27dPUqVPVvXt3SdKWLVsUGxvr3UgBAEC9Nm7cOA0dOrTYWG5urnr27ClJWr16tQIDA0tc581qv5wV/6c9dz4m54F0SVL+2t/U7Ln7ZNg8fssEAABO4vhqv7CbhvNlGwAAAMALPP4U64033tCwYcMUGxurli1byjAM7dixQ+3atdNHH30kScrKytIjjzzi9WABAED9VVrLzuzsbPd2586dFRwcXC3PNouKdPCpN3R47lvFxjPfWybHoQxFvjZDlqCAank2AAANkTMrR5nvLZMkGYF2hV4zyMcRAQAAAPWDx4m/M844Q5s2bdLnn3+uzZs3yzRNnXnmmbr00ktlOfLtvOHDh3s7TgAAgGpRtHuv9tw2Q3n/94t7LOD8s5X30yapoFA5X3yr1JGTFfX2LFkbhVbpWaxjCACAS2bSFzKzciRJIVdeWuV/YwEAAAC4VKpvlWEYuvzyy3X55Zd7Ox4AAAA3h8Ph3l65cqUGDBggq9Xqtftn//c77R3/uJwHXa09ZbWqySPjFH7H1cr7dr1Sb3hAZlaO8r7/VbuH3qXo92fLL6pppZ9XW9YxBADAl0zTVMZxbT7Dbxrhw2gAAACA+qVSib/s7Gx9/fXX2rFjhwoKCoodmzBhglcCAwAADVtycnKx9xWDBg1SbGys5s6dq7i4uCrd2ywq0sEnX9fh5992j/m1aK7IVxMUcF4nSVJgz3PV4qN5Sr3mHjn2HVLBpq1KGXSHoj+YLf9TWlXqubVhHUMAAHwt77tfVLBpqyTJ3r2j7Gef7uOIAAAAgPrD48TfTz/9pEGDBiknJ0fZ2dlq3Lix9u/fr6CgIDVv3pzEHwAAqLLk5GTFx8fLNM1i4ykpKYqPj1dSUlKlk39Fu/dqz60Jyvv+V/dY0IAL1Xzeg7I2Di92rv3s09Xi05e0+6rJKtqeqqKdaUq5Yrxi3n1W9nPO8PjZvlzHEACA2iJjQbJ7O/ym4b4LBAAAAKiHLJ5ecPfdd2vIkCE6ePCgAgMD9d1332n79u3q2rWrnn322eqIEQAANCAOh0MTJ04skfST5B6bNGlSsTagFZX93++0s9/YY0k/P6uazBivqLeeKpH0O8rWLlYtPn1J/h1OkSQ59x9WyrB/KGfVOo+fDwBAQ1e054CyPv1akmRp2kghQ/v5OCIAAACgfvE48bd+/XpNmTJFVqtVVqtV+fn5atmypZ5++mk9+OCD1REjAABoQFatWqVdu3aVedw0Te3cuVOrVq2q8D3NwiIdePQVpV17r3s9P7/YSLX45EU1uvMaGYZR7vV+UU0V89E8BfQ4x3W/7FylXnOvsj7+ssIxlOXEdQwrk9AEAKCuyHjrE6nI9W9d2HVXyLD7+zgiAAAAoH7xOPFns9ncH45FRkZqx44dkqTw8HD3NgAAQGWlpqZ69byilD3aPewfOjzv2Hp+QZddpNgVCxTQrUOF47KGhyr6/dkKuuwi10BBofbcMl3pi5ZU+B4nSk5OVvv27d37gwYNUps2bZScnFzOVQAA1E1mUZEyFn/s2rFYFDZ6mG8DAgAAAOohjxN/Xbp00Q8//CBJ6tevn6ZNm6a3335bkyZNUqdOnbweIAAAaFhOXAOvKudlf/Gtq7Xn2t9cA35WNXnsLkX980lZI8I8js0SaFfUoscVes1A14Bpav+9s3Vw9qJSW5OW5+g6hikpKcXGj65jSPIPAFDfZC/7Ro7UfZJc6+vaWkb5OCIAAACg/vE48Tdz5kz3B22PPfaYmjRpojvuuEN79+7Vq6++6vUAAQBAw9KrVy/FxsaW2X7TMAy1bNlSvXr1KvMeZmGRDsx4SWnX3SfnoQxJkl/LKLX49EU1uv3qk7b2LI/h56dmzz+gRv8Y5R479NQb2v9Aokyns0L3qM51DAEAqK0yFhz7Ukv4TcN9FwgAAABQj/l5ekG3bt3c282aNdPSpUu9GhAAAGjYrFar5s6dq/j4eBmGUSw5djRhl5iYKKvVWur1hbv2aM9tCco/WuUnKWhgTzV//kFZG4V6JUbDMNRk2h2yNmmkAwkvSZIy3kiW82C6mr/wkAx/W7nXe7KOYd++fb0SMwAAvlSw+W/lrvpRkmRrG6vAvt19HBEAAABQP3lc8QcAAFDd4uLilJSUpJiYmGLjsbGxSkpKUlxcXKnXZX/xjXZdPPZY0s/mpyaP/UNRi2d6Lel3vEbjr1WzeQ9KR5KQWR/+T6nX3SdnVk6513l7HUMAAGq7jIVL3NthY4fLsPBxBAAAAFAdKlzxd/HFF1fovBUrVlQ6GAAAgKPi4uLUv39/hYeHS5KWLl2qAQMGlFrpZxYW6cAT85X+4rvuMb9W0Yp8LUEB57av1jjDrhkoa+Mw7bl5msy8AuV+tVa7r5yk6H89LWuTRqVe4811DAEAqO2cWTnKfG+ZJMkItCv0mkE+jggAAACovyqc+Pvqq6/UunVrDR48WDZb+e2rAAAAvOH4JF/v3r1LTfoV7kxztfb8YYN7LHhQLzWb+0C1VPmVJnjARYr+4DmlXX+fnOlZyv9xk1KuGK/oD+bIFhtZ4vyj6ximpKSUus6fYRiKjY0tdx1DAADqisx/L5czM1uSFBLXv8b+fQYAAAAaogon/p566iktWrRIH3zwga677jqNHTtWHTt2rM7YAAAAypX9+Tfae9cTch7OdA3Y/NQkYbzCb73SvR5gTQnscbZiPn5BqVdNkWPPARX+uUMpg+9UzPvPyv+MtsXOreo6hgAA1BWmaSpjQbJ7P/ymET6MBgAAAKj/KtxUf+rUqdq4caOWLFmizMxMXXTRRTrvvPP0yiuvKCMjozpjBAAADUBqaqp+/PHHYr/Wr1/vPr5+/fpjx/7ve20c94jSrr/fnfTzaxWtFp+9pEa3xdd40u8oe/tT1GLpy7K1i5UkOXbvVcqQu5R3dM3B41R2HUMAAOqSvP/7VQUbt0qS7N06yH7OGT6OCAAAAKjfPF5N+4ILLtBrr72m1NRUjR8/XgsWLFBMTAzJPwAAUCXz589X165di/3q2bOn+3jPnj3VtWtXDel+obZddqvsyV+5jwUP7qPYFW8ooMtZPoi8OFuraMV8+pL8zz5dkuQ8lKHd8Xcr+7/flTg3Li5OGzdudO8vXbpU27ZtI+kHAKg3ilX7jaXaDwAAAKhuFW71eaIff/xRX3/9tTZt2qSOHTuy7h8AAKiScePGaejQoeWe4/ftrwqa/baMrFxJkulnlf89Nypy8k0+q/IrjV+zCLVY8rzSRj+o3FU/yszJU9oN96v5vAcVGj+g2LkVWccQAIC6qGjPAWV9+rUkydIkXMFD+vo2IAAAAKAB8Cjxt3v3bi1atEiLFi1SRkaGrr/+ev3f//2f2rdvX13xAQCABiI6OlrR0dGlHjMLCnXgsVeU/sr77jG/1tGKfP1RBXQ+s6ZC9IglNFjR7zyjPXc8puxPvpKKHNp7x2NyHEhXo3EjfR0eAADVLvOtT6XCIklS2HVXyBJg93FEAAAAQP1X4cTfoEGD9OWXX2rAgAF65plnNHjwYPn5VbpgEAAAoEIKd6Rqz63Tlf/jJvdY8BV91CzxPlnDQ30Y2ckZdn9Fvpag/fc9p4zFH0mSDjz8vFJ+26T8MYMlw1Bubq77/PXr1yswMLDEfcpLigIAUBuZRUVKf/Nj145hKGz0MN8GBAAAADQQFc7cLVu2TNHR0dqxY4dmzJihGTNmlHrejz/+6LXgAABAw5a9dKX2TnhSzvQs14C/TU0fvUthY0fUqtae5TGsVjV9ZoqszSJ06NlFkqSAd5fro0X/1LSsP+U47tzj1zQ83vTp05WQkFDtsQIA4C3Zn38rx+69kqSgARfK1oovsAAAAAA1ocKJv+nTp1dnHAAAAG5mQaEOzHhZ6a9+4B7zaxOjqNcflf2cM3wYWeUYhqHG992sLJtFBU8tlGGaujogSnGXDFDO/TdK/uWvlUy1HwCgrslYkOzeDh87woeRAAAAAA0LiT8AAFCrFG7frT23Jij/p+Naew7p62rtGRbiw8iqrtXkm5TZtqX2jn9CKiyS7ZtfFPnkW4r655N1/rUBAHBUwZbtyl25TpJkaxurwL7dfRwRAAAA0HBYfB0AAADAUVmfrdSui28+lvTzt6nprMmKfOPRepMYCx3RX9Fvz5IR5FrLL+/b9do9bIKK9h70cWQAAHhHxsIl7u2wm4bJsPDRAwAAAFBTKlzxBwAAGpbU1FSlpqZ6fF10dLTHrSnN/AJXa8/Xktxjfm1aKOr1GXWytefJBPU7TzEfJir12qlyHkxXwW9blDL4TsV8MEe2NjG+Dg8AgEpzZuUo893/SJKMAH+FXjPIxxEBAAAADQuJPwAAUKr58+drxowZHl83ffp0JSQkVPj8wr93a88t05T/8x/useBhF6v5c1NlCQ32+Pl1RcC57dXi0xeVOnKyilL2qujvFO0eMUEtPn1Rfi0ifR0eAACVkpX8XzkzsyVJIXGXyhoR5uOIAAAAgIaFxB8AACjVuHHjNHTo0GJjubm56tmzpyRp9erVCgwMLHGdJ9V+WZ98pX0Tn3J/QGjY/dXk8X8obPQwGYZR+eDrCP/TWqvF0pe1e+RkFW7erqJde7R75BS1+OQFWZs08nV4AAB4xDRNpS9Idu+Hjx3hw2gAAACAhonEHwAAKFVpLTuzs7Pd2507d1ZwcOUq8sz8Au2f/qIy3jj24aCtbawiX58h+9mnVy7gOsovprlikucq5YrxKvo7RYVbtiv1mnsV8+FcWUKCfB0eAAAVlvf9ryrY8Jckyd61fb1s1w0AAADUdhVK/D3//PMVvuGECRMqHQwAAKj/CrelaM+t04u19gwZfrGazanfrT3L4xfZRDFJc5RyxXg50vYrf/3vSr3hAUW/87QsAXZfhwcAaKA8Xe838NnF8j+yTbUfAAAA4BsVSvw999xzFbqZYRgk/gAAqMccDod7e+XKlRowYICsVmuFr8/6+EvtmzSreGvPJyYo7MahDaK1Z3lsrWMU/f5s7R56l5yHM5W3+kftHTdDkW88KsOPJg0AgJrnyXq/TQybVjXuLhkW5QXYFDy0XzVHBwAAAKA0FfoUadu2bdUdBwAAqOWSk5OLfcFn0KBBio2N1dy5cxUXF1futc68fB2Y/pIyjlv3x9YuVpGvPyp7p9OqLea6xn5WO0W/84x2X3m3zJxcZS9dpX2Tn1Gzufc3+MQoAKDmebLer/1fX8h/8WeSpJBRg6hYBwAAAHyEr48DAICTSk5OVnx8vEzTLDaekpKi+Ph4JSUllZn8K9y6S2m3TFPBr1vcYyFx/dVs9r2sYVeKgG4dFLX4CaWOmioVFinznaWyRISpScKdJP8AADWqouv9mkVF2n7TE3JIkmEoZvx1NRsoAAAAALdKJf527dqljz/+WDt27FBBQUGxY3PmzPFKYAAAoHZwOByaOHFiiaSfJJmmKcMwNGnSJA0bNqxE28+sJSu09+5ZMrNyJLlaezZ9cqJCrx9CEqscQX27K/Lladpz63TJNJX+0ruyRoQpYtINvg4NAIAScr74Vo7deyVJQZdeIFur6JNcAQAAAKC6eJz4+9///qehQ4eqbdu2+uOPP9SxY0f9/fffMk1T5557bnXECAAAfGjVqlXatWtXmcdN09TOnTu1atUq9e3bV9KR1p7TXlDGwiXu82yntHS19ux4ajVHXD+EDOsnZ0am9k1+RpJ08IlXZYkIU/joYT6ODADQkJW23m/6gg/dY+Fjy2//DQAAAKB6WTy94IEHHtCUKVP022+/KSAgQP/+97+1c+dO9enTRyNHjqyOGAEAgA+lpqZ6dF7BXzuVMvCOYkm/kCsvVex/Xyfp56GwG4aq8SO3u/f33ztbWUtW+DAiAEBDlpycrPbt27v3Bw0apNaxLbXki2WSJL82LRTYr7uvwgMAAACgSiT+Nm3apNGjR0uS/Pz8lJubq5CQED366KOaNWuW1wMEAAC+deLaPuWdl/Xh/7Sr/y0q+M21np8R4K9mc6aq+cuPsJ5fJUVMuE6N7rrWtWOa2nPnY8pZ8X++DQoA0OAcXe83JSWl2PjutFTdlfm7Ps/fr/CbhsuwePwxAwAAAAAv8vgdeXBwsPLz8yVJMTEx+uuvv9zH9u/f773IAABArdCrVy/FxsaWuSafYRhqGRurMz/5XntuS3Cv52c7tZVaLJuvsBtYz6+qGk+7Q6HXDXbtFBYp7aaHlbf2N98GBQBoMMpd7/fI74/nbFPQVZfVbGAAAAAASvA48dejRw998803kqTBgwdrypQpeuKJJzR27Fj16NHD6wECAADfslqtmjt3riSVSOAd3X847DRlv/mJezxk5ADFLn9N9g609vQGwzDU7Nl7FDy4jyTJzMlT6qipyt+01ceRAQAagpOu9ysp1ZGvb3/7ueaCAgAAAFAqjxN/c+bM0fnnny9JSkhI0KWXXqr33ntPrVu31htvvOH1AAEAgO/FxcUpKSlJMTExxcZjGjfVi0076ZK9hZKOtPZMvF/NX3yY1p5eZvj5KXL+NAX27ipJch7OVOrIySr8e7ePIwMA1HeervcLAAAAwHf8PL2gXbt27u2goCC99NJLXg0IAADUTnFxcerfv7/Cw8PlJ0PvjBirs1f+LqvpqvqzndZaka/PkL39KT6OtP4y7P6KWjxTu+MmKf+nTXLsOaDdIyerxacvyi+yia/DAwDUU56s9wsAAADAtzxO/AEAgIbLarWqjSVA88LO0lmr/pCOtPoMueoyNZs1mSq/GmAJCVL0u88oZch4FW7erqK/U5R69RTFfDRP1vDQEuenpqZWqgIjOjqaD3ABAJKOrfebkpJS6jp/hqTYli3Vq1evmg8OAAAAQDEeJ/4sFkuJ9X2O53A4qhQQAACovXI/+lJLGnVWiMX1FsIItKvpU3cr9NpB5b4/gHdZG4cr5oM5Shl8p4p27VHBhr+UNuo+RX8wR5aggGLnzp8/XzNmzPD4GdOnT1dCQoKXIgYA1GVH1/uNj4+XYRjFkn+GJBmGEhMTZbVafRYjAAAAABePE38ffvhhsf3CwkL99NNPWrx4caU+VAIAALVTsUqx/AIFvPKh7Eu/dSf9imKbK/eRsTrcJlr66Sf3dVSK1Qy/mOaKTpqjlCvGy7n/sPK+/1V7xj6iqDdnyvC3uc8bN26chg4dWuza3Nxc9ezZU5K0evVqBQYGlrg//w0BAMc7ut7vhAkTlJKS4h6PCYvQ8wtfV1xcnA+jAwAAAHCUx4m/YcOGlRiLj49Xhw4d9N577+nmm2/2SmDV7aWXXtIzzzyj1NRUdejQQYmJibQlAQDgOEcrxdpaA/V86Jk6yy/YfSw5b4+mr/9WuVcml7iOSrGa439KK8W8N1u7h0+QMzNbOf/7TnvvekLNX35ExpGqi9ISsdnZ2e7tzp07Kzg4WAAAnExcXJwu6dtPi1v3kNMw1Mziryt//EwB7Vr6OjQAAAAAR3htjb/zzz9ft956q7duV63ee+89TZo0SS+99JIuuugizZ8/XwMHDtTGjRvVqlUrX4cHAECtMG7cOF0ZEqPAue/JyCuQJJl2m3LvGqlLBpyvS8q4jkqxmmU/+3RFvT1LqVdNlplXoKwP/ydLo1A1nTWZ9qsAAK8r+uoHDQ5oLkmyX3weST8AAACglvFK4i83N1fz5s1TbGysN25X7ebMmaObb75Zt9xyiyQpMTFRn3/+uV5++WU9+eSTPo4OAADfc+bmy/r0mwp661P3mO2MNop6/VH5n9nWh5GhNIEXnKPINx5V2o0PSQ6HMhYukTUiXI0fuKXU849fk3nlypUaMGAA6zIBACok57j3BkE3DPFhJAAAAABK43HiLyIioti3x03TVGZmpoKCgvTWW295NbjqUFBQoHXr1un+++8vNj5gwAB9++23PooKAIDao2DLdu25ZZoKNm51j4VeO0hNn5wkS3DJteBQOwQPuEjNX3hQe+94TJJ0aM5iWSLC1Oj2q4qdl5ycrAkTJrj3Bw0apNjYWM2dO5f1mQAAxRRb71eSZddeha76UZK0w5GrtHCrAn/8scR1rPcLAAAA+I7Hib/nnnuuWOLPYrGoWbNmOv/88xUREeHV4KrD/v375XA4FBkZWWw8MjJSaWlppV6Tn5+v/Px8935GRoYkqbCw0P3r6D4A1ATmHVSX7H8v18H7npOZkydJMgIDFPHkRIVcdZkckhz8navVAob1U8T+Qzr0yAuSpAOPzJMZFqyQkQMkSR9++KGuueYamaZZ7LqUlBTFx8fr3Xff1YgRI8q8P3MPAF9g7vGdl156SY8//rh7/6HgtropsIUk6e28NL3Ru3ep1z388MOaNm1ajcQIVAfmHQC+wNwDoDyezA2GeeInP/Xc7t271aJFC3377be64IIL3ONPPPGE/vnPf+r3338vcU1CQoJmzJhRYvxf//qXgoKCqjVeAABqgpFfqOh3Vqjx6l/dY3kxTbTz9iHKj2nqw8hQGc0/+kbNP1kjSTIthnbcOUyHO7XVbbfdpgMHDpR5XdOmTTV//nzafgIAJEkHDx7UoUOHJEnWgiJd9sIy2fIL5fCz6PPxl6swyF7qdREREWrcuHFNhgoAAADUazk5ORo1apTS09MVFhZW7rkVqvj75ZdfKvzws88+u8Ln+kLTpk1ltVpLVPft3bu3RBXgUQ888IAmT57s3s/IyFDLli01YMAAhYWFqbCwUMuXL9ell14qm81WrfEDgCTmHXhV4Zbt2j/uURX+vs09FnzNQMU+/g+dHhTgw8hQWebAgTrUdJ6yFi6R4TTV+rXPlHfPVeUm/SRXZ4SwsDD16dOn1OPMPQB8gbmndsh6+1MdzP9EkhQWd6luv+8eH0cEVB/mHQC+wNwDoDxHO1FWRIUSf507d5ZhGO62UMe3+jyRw+Go8MN9wd/fX127dtXy5cuLtbJavny5hg0bVuo1drtddnvJbzLabLZik/CJ+wBQ3Zh3UFWZ7y3Tvqmzj7X2DApQs2emKPSqy30cGaqq+VN3S5nZykpaLuUXavMTL1Xoun379p10XmHuAeALzD2+Y5qmshZ/4t5vdGs8/y3QIDDvAPAF5h4ApfFkXqhQ4m/btmMVAD/99JPuuece3Xvvve5WmWvWrNHs2bP19NNPexiqb0yePFk33HCDunXrpgsuuECvvvqqduzYodtvv93XoQEAUCOcOXnaf/9zynxnqXvM/6x2inx9hvxPb+O7wOA1hsWi5s8/KGd6lnKWr1Gzgop1d4+Ojq7myAAAdU3+2t9U8NsWSZK9y1kK6HymjyMCAAAAUJYKJf5at27t3h45cqSef/55DRo0yD129tlnq2XLlnrkkUc0fPhwrwfpbVdffbUOHDigRx99VKmpqerYsaOWLl1a7HUCAFCbpKamKjU11eProqOjSyRyCv7YprSbp6nwj7/dY6HXX6GmT0yUhdae9Yph81Pk648q9aop6v7dz4qy+GuPs0ClpQANw1BsbKx69epV43ECAGq39IUfurfDxo4o50wAAAAAvlahxN/xfv31V7Vt27bEeNu2bbVx40avBFUT7rzzTt15552+DgMAgAqZP3++ZsyY4fF106dPV0JCgns/452l2n//c8e19gxUs2enKHTkZd4KFbWMJShAUW8/pd3DJ+qRdQd0V+bvMqRiyb+jbdwTExNltVp9EicAoHYq2ndIWR9/JUmyRIQpZPjFvg0IAAAAQLk8TvydddZZevzxx/XGG28oIMBVFZCfn6/HH39cZ511ltcDBAAA0rhx4zR06NBiY7m5uerZs6ckafXq1QoMDCxx3dFqP2d2rvbfN0eZ7y1zH/Nv306Rrz8q/9OoeK/vrOGhin7vWV1xxXjpd+mx7K1Kcxa4j8fGxioxMVFxcXE+jBIAUBtlvv2pVFAoSQq7brAsAXYfRwQAAACgPB4n/l555RUNGTJELVu21DnnnCNJ+vnnn2UYhj799FOvBwgAAEpv2Zmdne3e7ty5s4KDg0u9tuD3bUq7+REVbt7uHgu9YYirtWcgH941FH7NGys6aY4GXTFe/Xc30drCdH1beFhXvPOSBlwxiEo/AEAJpsOhjMUfuXYMQ2Gjh/s0HgAAAAAn53Hi77zzztO2bdv01ltv6ffff5dpmrr66qs1atSoMj9wBAAANc80TWUebe2Zmy9JMoID1Wz2vQq98lIfRwdfsLWKVswHs7XrivHqcdhQD/9Gsr+/WpbBA30dGgCgFsr54lsV7dojSQq65HzZ2sT4OCIAAAAAJ+Nx4k+SgoKCdNttt3k7FgAA4AGHw+HeXrlypQYMGOCu2nJm5WjffXOU9f7n7nP8O5ziau15aqsajxW1h/8ZbRWx6HHtHHaXgg2r8r/4VvvuflrN5t4vw2LxdXgAgFokfcGH7u2wsbSDBgAAAOqCCiX+Pv74Yw0cOFA2m00ff/xxueeeuP4QAADwvuTkZE2YMMG9P2jQIMXGxmru3LkafFZn7bl5mgq3HGvtGXbjUDV5fAKtPRug1NRUpaamFhvLVa6mZmzU62Ed5G9YlPnuf7S/IFd5tw2XDENS6e1lAQANR8FfO5T71VpJkl/raAVdcr6PIwIAAABQERVK/A0fPlxpaWlq3ry5hg8fXuZ5hmEUqz4AAADel5ycrPj4eJmmWWw8JSVF8VdeqRebdNIAI1zSkdaec6YqNK6/L0JFLTB//nzNmDGj1GN3Z/6h50PPlNUwZE/+Si/8c5Fezt0lSZo+fboSEhJqMFIAQG2Ssegj93bYmOFUhQMAAAB1RIUSf06ns9RtAABQsxwOhyZOnFgi6Se51vQzJD126A9dEtFdgR1PU+QbM+R/Cq09G7Jx48aV25Eh/z9rFJT4riRpSnAb3Xn/vSq4oifVfgDQgDlz8pT5zlJJkmH3V9iowT6OCAAAAEBFVWqNvxMdPnxYjRo18satAABAOVatWqVdu3aVedyUlOos0MZLOmnookRae+LkLTvPPVeHwhrp4KOvSJICX0hSm04dFHLuuTUUIQCgtsn693I507MkSSHDL5a1cbiPIwIAAABQUR736pg1a5bee+899/7IkSPVuHFjtWjRQj///LNXgwMAAMWduFZbWXKH9ybphwqL+Md1avSPUa4d09Se8Y8rZ8X/+TYoAIBPmKap9AUfuvfDbo7zYTQAAAAAPOVx4m/+/Plq2bKlJGn58uX673//q2XLlmngwIG69957vR4gAAA4pqLtF2nTCE81fuR2hV5/hWunsEhpNz2svO9/9W1QAIAal//DBhX8tkWSZO98pgK6nOXjiAAAAAB4wuPEX2pqqjvx9+mnn+qqq67SgAEDNHXqVK1du9brAQIAgGN69eqlFpFRMso4bhiGWrZsqV69etVoXKj7DMNQs2fvUfAVfSRJZk6eUkdNVf7Gv3wcGQCgJqUvPK7ab+wIH0YCAAAAoDI8TvxFRERo586dkqRly5apf//+klztQBwOh3ejAwAAbqZpKvtfn+mhoqaSVCL5ZxiukcTERFmt1hqODvWBYbUq8pVpCuzTTZLkTM9S6sjJKvx7t48jAwDUhKJ9h5T10ZeSJEtEmEKGX+LjiAAAAAB4yuPEX1xcnEaNGqVLL71UBw4c0MCBAyVJ69ev16mnnur1AAEAgOTMytHeOx7TvsnPaIDRSC+Enqko/6Bi58TGxiopKUlxcazFg8oz7P6KWvSE7F3bS5Icew9q98i7VZS238eRAQCqW+bbn0oFhZKk0FGDWC8YAAAAqIM8Tvw999xzuuuuu9S+fXstX75cISEhklwtQO+8806vBwgAQEOX/9uf2tX/FmX9e7l7bOTtt2rTzu3u/aVLl2rbtm0k/eAVlpAgRf/radnOaCNJKvp7t1KvniLn4UzfBgYAqDamw6GMxR+5dgxD4aOH+zQeAAAAAJXj5+kFNptN99xzT4nxSZMmeSMeAABwhGmayvznJ9r/4FyZ+QWSJCMkSM0T71fIsH7Kzs52n9u7d2/ae8KrrI3DFfPBHKVcMV5FO1JVsHGr9t74oIybaPsGAPVRzvI1Ktq1R5IUdPH5srVt4eOIAAAAAFSGx4k/SfrnP/+p+fPna+vWrVqzZo1at26txMREtW3bVsOGDfN2jAAANDjOzGztm/KMsj78n3vMcWqsch4co8MtwqUff1Rubq772Pr16xUYGFjiPtHR0YqOjq6RmFH/+EU3U/T7s7V7yHg59h1SwQ8b1Co3W+bgwZLN5uvwAABelL7gQ/d22NgRPowEAAAAQFV4nPh7+eWXNW3aNE2aNElPPPGEHA6HJKlRo0ZKTEwk8dfApaamKjU11ePr+GAaAI7J/3WL9twyTYVbd7nHfu8Uq7gv31PB0HdLvaZnz56ljk+fPl0JCQnVESYaCP9TWir6vdnaPewfcmZmK3TD3zow4SlFvTpdBlWmAFAvFPy1U7lffi9J8msdraBLzvdxRAAAAAAqy+PE37x58/Taa69p+PDheuqpp9zj3bp1K7UFKBqW+fPna8aMGR5fxwfTAOBq7Zmx+CMdeHieu7WnJTRYzRLvU1D3M7Um9V6P78mXKuAN9k6nKertWUq9arLMvALlfPyl9jcOU9Onp8gwDF+HBwCoooxFS9zbYaOH8cUOAAAAoA7zOPG3bds2denSpcS43W4vttYQGqZx48Zp6NChxcZyc3PdlSirV68usxUdADRkzsxs7Zv8tLKWrHCP2c85Q5GvzZCtbQuFiLkSvhV4wTlq+mqC9t70sAyHUxmLPpIlIlxNHrzV16EBAKrAmZOnzHeWSpIMu7/CRg32cUQAAAAAqsLjxF/btm21fv16tW7dutj4f/7zH7Vv395rgaFuKq1l5/EJ4c6dOys4OLimwwKAWi3/l83ac8t0FW471toz/JYr1SThThl2fx9GBhQX2L+Hdt10uVq+7vqA+PBzb8raOEyNbr/ax5EBACorK/m/cqZnSZKCh10sa5NGvg0IAAAAQJV4nPi79957NX78eOXl5ck0TX3//fd655139OSTT+r111+vjhgBAKiXTNNUxqIl2v/wPKmgUJJkCQtRs7n3K+SKPj6ODihdeo/2OrvNKTr08DxJ0oFHXpClUZjCrhno48gAAJ4yTVPpC5Ld++E3j/BhNAAAAAC8wePE30033aSioiJNnTpVOTk5GjVqlFq0aKG5c+fqmmuuqY4YUcc5HA739sqVKzVgwABZWTMCQAPnyMjSvrufVvbHX7rH7J3PdLX2bBPjw8iAkwsdO0LKyNahpxdIkvZNmiVreIiCB/bycWQAAE/kr9uogl+3SHK1GLd3OcvHEQEAAACoKktlLrr11lu1fft27d27V2lpadq5c6duvvlmpaSkeDs+1HHJycnFWsAOGjRIbdq0UXJycjlXAUD9lv/zH9p1yS3Fkn7ht41Ui09fJOmHOiPinjEKv+VK147DoT23Jij3m598GxQAwCPHV/uFjR0hwzB8GA0AAAAAb/C44u94TZs2lSSlpaXpiSee0Ouvv67c3FyvBIa6Lzk5WfHx8TJNs9h4SkqK4uPjlZSUpLi4uCo/JzU1VampqR5fV9p6hABQnUzTVMaCD7V/2gvFW3s+/4BCBvf2cXSAZwzDUJMnJsiRnqmsD76QmV+g1OvvV4slz8t+zhm+Dg8AcBKO/YeU9ZHrS0iWRqEKGdHfxxEBAAAA8IYKJ/4OHz6s8ePH64svvpDNZtP999+vu+66SwkJCXr22WfVoUMHLViwoDpjRR3icDg0ceLEEkk/yfXBt2EYmjRpkoYNG1bltp/z58/XjBkzPL5u+vTpSkhIqNKzAaCiHBlZ2jdplrI/+co9Zu9yliJfS5CtNVV+qJsMi0XN5z4gZ3qWcr74VmZWjnZfPUUtPnlR/qe19nV4AIByZLz9mfuLSKGjBssSaPdxRAAAAAC8ocKJvwcffFArV67U6NGjtWzZMt19991atmyZ8vLy9J///Ed9+vSpzjhRx6xatUq7du0q87hpmtq5c6dWrVqlvn37VulZ48aN09ChQ4uN5ebmqmfPnpKk1atXKzAwsMR1VPsBqCxPK40tW3Yq6ImFsqYecI+FjxupJtPukOFvq44QgRpj2PwU+fqjSr1qivK++1nOA+naHT9ZLT57SbbYSF+HBwAohelwKGPxR+798DHDfRcMAAAAAK+qcOLvs88+08KFC9W/f3/deeedOvXUU3X66acrMTGxGsNDXVXRD8R3795d5WeV1rIzOzvbvd25c2cFBwdX+TkAcJQnlcY3BETrgeC2shquZXUt4SFqPu9BBQ/sVZ0hAjXKEmhX1NtPafewCSr4bYscu/dq25A7lT17osxGIRW+D224AaBm5Pz3OxXtTJMkBV58vmxtW/g4IgAAAADeUuHE3+7du9W+fXtJUrt27RQQEKBbbrml2gJD3VbRD+2M++Yp9dP1CujWUQHndZS985myhARVc3QAUDUVqjR2mAqa845s3/ziPsfS6TTFLnpCtlYkNlD/WMNCFP3es9o9ZLwKt+6Sddde7bhyoq5P/1VZpqNC96ANNwDUjPQFH7q3w28e4cNIAAAAAHhbhRN/TqdTNtuxdmRWq5UqKpSpV69eio2NVUpKSqnr/BmSoiz+6pprVc7yNcpZvsZ1wGKRf4dT3InAgG4d5dc6WoZhePR8h+PYB4wrV67UgAEDqryWIAAcdbJK4w6WIKVPfFJF249VP4ffeY2aPHQbrT1Rr/k1b6zopOe08/JxMvceVEe/EP3Q7wZlP3G7ch1FtOEGgFqgcOsu5a74P0mSX6toBV3Sw8cRAQAAAPCmCif+TNPUmDFjZLe7FvzOy8vT7bffXiL5l5yc7N0IUSdZrVbNnTtX8fHxMgyjWPLPkCHJ1GMXDZJtT6GcB9OPXeh0quDXLSr4dYsyFrq+hWpt1lgB3TvI3t2VCLSfc0a5C88nJydrwoQJ7v1BgwYpNjZWc+fOVVxcnNdfKwAc78aAaB24crJUWCRJsjQKdbX2vLynjyMDaoatZZRikxOVMuQuOQ9lyO+XPxX94hKFvvCA+xzacAOA76QvWuLeDhs9TAZfkAQAAADqlQon/kaPHl1s//rrr/d6MKhf4uLilJSUpAkTJiglJcU9HtsyVomJiYqLi5Npmircukt5a39T/g8blLf2VxVs2iYdlyh07Duo7KWrlL10lWvA5id7p9NcVYHdOyqgewf5tYiU5Er6xcfHl6gyTElJUXx8vJKSkqqc/EtNTa3wGobHY90ioH4rzMzWhMCWausXpO+y96u7LVxB3Tsq8tUE2VpG+To8oEb5n9FW0e8+o90jJsnMyVXOstVy3vfcka/+AAB8xZmTp8x3lkqSDLu/wq4b7OOIAAAAAHhbhRN/CxcurM44UE/FxcWpf//+Cg8PlyQtXbq0WNtNwzDkf0pL+Z/SUrpmoCTJmZmtvHUblffDb8r7/jflr9soZ0bWsZsWFin/x03K/3GT0l/9QJJkjWku27ln6R9LXi61tahpmjIMQ5MmTdKwYcOq1PZz/vz5mjFjhsfXsW4RUH99sHCxJt5xp1Lzc9xjMWGN9PxNE3UlST80UAHntlfUP2cq9dqpUkGhspOWa1RAlN7OS6MNNwD4SNaH/5PzcKYkKXhYP1mbNPJtQAAAAAC8rsKJP6Cyjv9Qr3fv3if9kM8SGqygvt0V1Le7JMl0OlW4Zbvyvv9NeT9sUN7a31S4ZXuxaxy79+qbvzdrd8bBMu9rmqZ27typVatWqW/fvpV+PePGjdPQoUOLjeXm5rJuEdBAvf/ifF1z1+0lqphSM9M18pqrleRnpc0wGqyg3t0UOX+63rzuTj2W9afSnAWSaMMNAL5gmqbSFxxbmiN87AgfRgMAAACgupD4Q61nWCzyP6Ot/M9oq7AbhkiSHIcylLduo/LX/uaqDFy3Ufvy91Xofn/+M1k9gpvKfvbpMuz+HsdTWsvO7Oxs9zbrFgENR9Y3P2nipEmlti70ZqUxUJd9UXBAd2VsLPH/iTfbcAMATi7/x40q+GWzJMl+zhmyn9vexxEBAAAAqA4k/uBVpa1/l5ub695ev359mdVwnlTEWSPCFNy/h4L795AkmQ6H2r/5rjT25GtPBiZ9qZSPf5L8bUfWCuyggK4dZO/eUX4tmsswjArHAaDhylqyQh/feo/SivLKPMdblcZAXeVwODRx4kSS4wBQC6Qv+NC9HXbTCH7uAQAAAOopEn/wqpOtf3e0HeaJqrr+nWG16pIbr1HstPuVkpJS6jp/hqQoi7+621zrDaqgUPnrNip/3Ual68hagZFNFNCto+zd2rt+P+cMWQLtJ32+w+Fwb7NuEVC/maap9Jfe1YGEl7T3uDX9ynPiFyKAhmLVqlXatWtXmcdJjgNAzXAcOKysJSskSZZGoQoZcYmPIwIAAABQXUj8watKW/+uIryx/p3VatXcuXMVHx8vwzCKJf+Ofpv1udlzFBkR62oRum6jCv/cUewejj0HlP3Z18r+7GvXgJ9V9g6nyt6tg6sysFtH+bWOLvbt2OTkZE2YMMG9z7pFQP1lOhza/+DzyjiyPk4zw1ah61jjEw1VRZPeJMcBoHplvP2ZVFAoSQq9dpAsQQE+jggAAABAdSHxB6/ytGWnt8XFxSkpKUkTJkxQSkqKezw2NlaJiYnHEnGjh0mSHAfTlffjJuUfWScwf91GOTOPrdenIofyf/5D+T//oYw3XB/0W5tFyN61gwK6tteynD267uGpJSoMvb1uUWktVCvC1/89gPrEmZ2rPbc/qpxlq91jAx6+W7HPTy+70tgwFBsbq169etVkqECtUdF/g5rkOas5EgBouEyHQxmLP3Lvh48Z7rtgAAAAAFQ7En+od+Li4tS/f3+Fh7taei5durTM1pvWxuHF1wp0OlW4ebvyftigvCPJwMI//paO+0Dfse+QcpatVuZ/VmnyobWlftjv7XWLTtZCtSxVbaEKwKVo70GlXX+/8n/a5Brws6p54v0KvfpyzT2lUbmVxomJibT+RYPVq1cvxcbGnrQN9ylPv6fCvn1la9ui5oMEgHou53/fqWiH60uEgf3Ok61drI8jAgAAAFCdSPyhXjr+Q/bevXtX+EN3w2KR/5lt5X9mW4Vdf4UkyZGRpfwfNynvh9+U/8NG5a3bIOfhTK0tTFeas6DMex1dt2j5vNd06djrZQ0LqfTrKa2Fam5urnvNxNWrVyswMLDEdVT7AVVX8OcOpV5zj4q2uz4ws4QGK3LR4wrq3U2SB5XGQAN00jbcpqmHg9tJ+w9p98i71eLTl+QX1dSHEQNA/ZP+xofu7fCbeV8CAAAA1Hck/oCTsIaFKKhvdwX17S7pSFXg1l36eu6L0gu/nfT636cl6rSZ/5LtjDaudQK7utYLtJ3eWobFUqEYSmvZmZ19rCVp586dFRwc7MGrAlARud/9orQbH5DzUIYkyRrTXNHvPC17+1OKnedJpTHQ0JSXHJ/z2BM67/XlKvx9m4q2pyr1qimK+WierBFhPowYAOqPwm0pyl3xf5Ikv5ZRCjrS6QQAAABA/UXiD3Veaevf5ebmurfXr19fZjVcZSriDItF/qe2UrsrB0ovPH3S85sZNsk0Vfj7NhX+vk2Zb30qyVU1ZO/aXgFd28veraMCurb36INOh8Ph3l65ciVJBsDLsj76UnvHPy4z31XZ69/hVEW/87T8opuVen5lK42BhqC85HjRZQOVMvhOFe1IVcGmrUq97j7FfDBHluCS/3YDADyTvmiJezts9DAZvD8BAAAA6j0Sf6jzTrb+3dF2mCeq6vp3J123yDAU07ipLrlpjIp+2qT8DX9KRceSdc7MbOV+tVa5X611j9lObXUkEdhBAd06yv/MNjL8Sv5vmpycrAkTJrj3Bw0apNjYWM2dO5e2gkAVmaap9Jfe1YGEl9xjgX27K2rBY7KEUlkLVFZZyXG/qKaK+WCOUq4YL8e+g8pf+5vSxjyk6LdnyfC3+SpcAKjznLn5yvzXZ64df5vCrhvs24AAAAAA1AgSf6jzSlv/riKquv7dSdctkvT8q68o6kgizpmTp/yf/1Deug2utQJ/+E2OPQeK3bPwzx0q/HOHMt9b5rpPUKDs556lgK7tFdCtg+xdO+jjVV8qPj6+RLIxJSVF8fHxSkpK8kryr7RKyoqobCUlUBuYDof2P/S8Mt5Ido+FjhqsZs/eI8N27J/Mmq40Buo7W7tYRb8/W7uH/UPOjCzlfrVWe+58XJHzp1GdAgCVlPXhf+U8nClJChnWT9amET6OCAAAAEBNIPGHOs+XH6SXt25RYmJisQScJShAgReco8ALzpHkqioqStmr/LW/KW/dBuWt26j8XzZLBYXua8ycXOWt/lF5q3+UJDlMU3dl/FhqhaFpmjIMQ5MmTdKwYcOq3GbwZJWUZalqJSXgK86cPO0ZN0M5y1a7xyLuv1kRk0e7k/lH+arSGKgrKpscb/78VBXc8YTM3Hxlf7RC+xuFqukzU0r8PwgADVWFv5xnmgp+4W33D/yFQ3tXa1wAAAAAag8Sf0AVlbduUXkMw5AtNlK22EiFjLhEkmTmFyj/1y3K+2GD8n7YoPx1G1S0a4/7mrWF6UotzC3rljJNUzt37tSqVavUt2/fKr2u0iopc3Nz3QmN1atXl1nRBNQ1RfsOKe36+5T/4ybXgJ9VzZ67T2HXDCz1fF9VGgN1RVWS4/e+8ZjSbnxAKnIoY/FHskSEqclDt1VXqABQp1T0y3ln+4UouVFnSdJvRVn6ac0KJVzep5qjAwAAAFAbkPgDvKCsdYs8Zdj9FdCtgwK6dXCPFaXtdycBDy9ZIq3/7aT3+WX0VJ156UAFdGuvgK4dZD/7dBl2f49iKa2SMjs7273duXNnBQez3hnqvoI/dyj1mntUtN317XlLaLAiFz6uoD7dyryGlp1A+aqSHA+OjlbzFx7S3jsek0xThxP/KWvjMDW645pqiBQA6paKfjkv8Jm3pP+61hJvd+8tOu8m1gEHAAAAGgoSf0At5xfVVCFX9FHIFX3UoU97qd/yk17T5HCusj9aoeyPVrgG/G2ydzpNAV1dSUV7tw7yi42kdRoavNzvflHajQ/IeShDkmSNbqbod5+Rvf0pPo4MqNuqmhwPvfJSOQ9nav/9z0mSDkx7UZbwUIWNGuytEAGgTqrIl/MC8gq1fdXPMiVZwkPUYdLNsgQF1HCkAAAAAHyFxB/gocquW+SNCqFevXopNjZWKSkppa7zZ0iKDgzReeFRUm7esQMFhcpft1H56zYq/dUPJEnW5o0V0L2j7F2PVAV2PvOkHwg4HA739sqVKyvU0hSorbI++lJ7xz8uM79AkuTf4RRF/+tp+cU093FkACQp/OY4OQ6l69CsBZKkfXc/LWujUAUPYp0qAChPxr8+c7+/Cb12EEk/AAAAoIEh8Qd4qCrrFiUkJFTp2VarVXPnzlV8fLwMwyiW/DtavTfvrcU6dehQFfz+t/LWbVD+2t+Ut26jCv/cUexejr0Hlf3ZSmV/tvLozeXf4RRXVWD3Dgro2kF+bVu475ucnKwJEya4rx80aJBiY2M1d+5cxcVVvXVQaQnViqDlIjxlmqbSX35PB6a/6B4L7NtdUQsekyWU9rVAbRIxZYychzJdX1pxOpV2a4Ji3ntWgT3P9XVoAFBrFPty3ldf6YyFS9z7YWOG13xAAAAAAHyKxB/goaqsW+QNcXFxSkpK0oQJE5SSkuIej42NVWJiojsJZ+94quwdT5VGD5MkOQ5lKG/dRuWv2+BaM/DHTXJmZB27scOhgl82q+CXzcpY+KEkydIkXAFdO2i5LVdjFs/TiTWGKSkpio+PV1JSUpWTfydLqJbFGwlVNBymw6H9Dz2vjDeS3WOh1w5Ss9n3yrDxTyJQ2xiGoSaP3SXH4Qxlvf+5VFCo1OvvV8yS5xXQ+UxfhwcAPlfiy3lXXKEoi78eCW6n4ZcNlP8pLX0YHQAAAABf4FNOwEO1ocIsLi5O/fv3V3h4uCRp6dKlJ227aY0IU3D/Hgru30OSZDqdKtyyXXlrN7gqA9dtVMHv26TjqgidB9KV+fk3uu/Q2hJJP8lVOWUYhiZNmqRhw4ZVqe1naQnV3NxcdwXl6tWry2yhClSEMydPe26foZz/rHaPRdw3VhFTxrDeJVCLGRaLmifeL2d6lnI+/0Zmdq5Sr7lHLT55Uf6ntfZ1eADgM8nJyYqPjy+xBMAeZ4Huyvxdjc68XqN8FBsAAAAA3yHxB9RRxyfZevfu7XHSzbBY5H9GW/mf0VZh118hSXJkZCn/p9+V/8MG5f3gahH63Z4dSnMWlHkf0zS1c+dOfdj3KvXt3Uf+7U+Rf/t28j+jrUfriZSWUM3OznZvd+7cWcHB3m3DSHvRhqNo3yGlXX+f8n/c5Brws6rZc/cp7JqBvg0MQIUYNj9FvjZDqVdPUd6an+U8kK7d8ZPV4rOXZIuN9HV4AFDjHA6HJk6cWOq636Zca3/fv+gVXZ1wP2tyAwAAAA0MiT8AbtawEAX16aagPt0kuZJ6q+e+KN39j5Neu+vnDUr/fe+xAcOQrW2LI4lA1y97+1Pk1zpahsVSXS/BI7QXrT/KS+Jadu5R0CPzZU09IEkyg+zKfuRmpZ8eqejUVJK4QB1hCbQr6q2ntHv4BBX8ukWO3XuVGn+3Yj55UX7NInwdHgDUqFWrVmnXrl1lHjcl7dy1S6tWrVLfvn1rLC4AAAAAvkfiD6gDSktq5ObmurfXr19fZhvMqiQ1DMNQy84dK3RuM8NWfMA0Vbh1lwq37lL2p18fu2dQoPzPaiv/s9rJfjQpeFY7WRuHl7inw+Fwb69cufKk7Uw9RXvR+qOsJO65fqGaH9ZeVovr72eaI183p/yoP279nySSuEBdYw0LUfR7s7V7yHgV/rVThX/tdLX9XPK8LKHerQoHgNqsol0rKtPdAgAAAEDdRuIPqANOVpl2NFF1Im8kNXr16qXY2FilpKSU2krIMAzFxsYq/v9WyLF5uwo2/aWCDX+pYNNWFfyxTWZe8TahZk6u8tdtVP66jco8btwa3cyVDOzgSgQuTflTU56Z6T4+aNAgxcbGau7cuYqLi6vSazrKF+1FUT2KJXFNU5atKTK+XCfb+/+V3XBVmDraxijosXH6V7NG7utI4gJ1j1+zCEV/MEcpV4yXY/deFfyyWanX36/od5+VJdDu6/AAoEZU9D0M73UAAACAhofEH1AHlFaZVhHe+EHfarVq7ty5io+Pl2EYxZJ/hmFIkhITE2WPbiZFN3O3CZUk0+FQ4baUI4nAv5S/0ZUQLPp7d4nnOFL3KTd1n3JX/J8+z9+vuzJ/14lpxpRduxR/5ZX65+SHNfyygbI2DpclIsz1e3hIrWkhWh7WFaweUc2bq9Hfe5W9dKWyl65S0Y4jf8ZHkn7+vc5Vi8UzqQgC6glbyyjFfDBbKUPukvNguvK+Xa89tyUoauFjMvx4ewug/qvol/N69erlg+gAAAAA+BKfjAB1gK+TPnFxcUpKStKECROUkpLiHo+NjVViYmKZFXiG1Sr/U1vJ/9RW0rB+7nFnVo6rInDTVuUfSQoWbPxLzvQsOUxTj2VvLZH0k1xrlRiS7k18Wt0XfynrkcSjJMlikaVRqKwRYa5kYESYLBHhsjYOkzUiXJajv0eEynpk3BIRLktQQLFnVHd7UdYV9B4zv0A5K9e5kn3LVsu5/3Cp5/0rN1V3L3iUpB9Qz/if3kbR7z6j3SMmyszOVc6y1do7cZaaz3ugTnwRBACqotiX86Ri752P/3KeN9/HAgAAAKgbSPwBqJC4uDj1799f4eGutfiWLl1a6aSYJSRIAd07KqD7sfUDTdOUI3Wflv/rA6Xd+02Z15qSUp0FWluYrh7+jY4dcDrlPJgu58F0j2IxAvxdCcKIUC3L3afpG1a7jw0aNEgxjZvqmTsnacQVQ44lEyNCK11RwrqCVePMylHO8jWuZN9/v5OZlVPyJD+rAnueK0u/7jrrrht12CxStzXfej2JC8D3Arqcpag3Zyr12qlSQaGy3l8ma0Somjz2D/cH3wBQX8XFxemD99/XP264Sal5We7xk305DwAAAED9RuIPQIUdnzTp3bu3V5MohmHIL6a5DrdoXKHzcwZfqPDWZ8lxKEOOg+lyHsqQ41C6nIcy5czIOvkNjjDzCuRI3aelf28qtb1o6sH9uv7xh/XC3Ld0mb2pe9wSFuKuHjxWYXik7WijsOKVho3CZGkcJktYSI2vK1gfWosW7TuknGWrlb10pXJWrpMKCkucYwQFKKjf+Qoe3EtBl16oj1Ys14QJE3TYLJJUPWtEAqgdgnp3U+SrCdoz9hHJ6VT6/A9kjQhXxJTRvg4NAKrdJQdMfRV8jtb6p2uLI0fnvTVHlw25gi87AQAAAA0YiT8AtUpFk02n3XatmvbtW+oxs7BIjsOZch5Kl+Nghuv3Qxmu5ODBI9sHjyYKM1RwMF2PbVpbbnvRx7O3qr9/E3d7UWdGlpwZWSra7kFSzWqVpVGIq9XocS1JHaFBuiMwVofNIuV9tlJGdHNZjyQPLRHhMgLtla5cqautRQt3pLqq+j5bpbzvf5WczhLnWCLCFDzgQgUP7q3APt3dbVuTk5MVHx9fYr2blJQUxcfHKykpieQfUM+EDO4t53NTtW/iU5Kkg0+9LkvjMIXfNMLHkQFA9cnf8KcOPPqyrIahHv6N9HL6Lt17aX+SfgAAAEADR+IPQKlKqxTLzc11b69fv77MlpRVqRTr1auXYmNjlZKSUiJxI7kqA2NjY9WrV68y72HY/OTXLEJqFlGhZ3711VdK6/dRmcePthf9recZuiCoiSupeDSBeDiz1KRUqRwOOQ+ky3kgXcfXrDlMUxfZGmmfWahlt05Vd1t4sfULDbv/kWrCMFc1YUS41ChEkQf2KePvDNmaNpY1ItS9pqHrnDAZ/rY601rUNE0V/L7Nlez7dKUKfttS6nnW6GYKHtTLlezrcY4MW/F/xhwOhyZOnFjq3x3TNGUYhiZNmqRhw4bxoRhQz4SNGizn4UwdmP6iJGn/fc/JEh6q0Lj+Po4MALzPmZevvXc85u6EsCA3Rd8UHvZtUAAAAABqBRJ/AEp1skqxo4mjE1W1UsxqtWru3LmKj4+XYRjFEjhHq94SExO9mrSpaCvM/Kv7K/raa4uNmU6nnBnZrkTg4YxjFYYHM+Q8fv9oxeGR352Zrvaen+fv12PZW5XmLHDfM8rir0eC27lbi5r5BXKk7ZcjbX+xZzeTdHjZ92XGa4QEyRoRpmZHWpBaG7mSg47QQI0JiNFhs0hn7s1VUPMgV+vSsGDX76FBlV7DUPKgvajTKevv22X79hf5ffOLrLv3l3qa7bTW7mSfvfOZ5VY/rlq1Srt27SrzuGma2rlzp1atWqW+ZVSMAqi7Gt15jRwH03V47luSaWrv+MdlCQtRcP8evg4NALzi6PusgJeTZd+0VZJU2CZKz/7gWiO7ur6cBwAAAKDuIPEHoFSlVYpVhDc+UIiLi1NSUpImTJiglJQU93hsbKwSExO93qaxojGXdp5hscjaKFTWRqGyefBMs7BISW+9rbtuvqlEddoeZ4Huyvxdr3W7UpeHxRzXsjRDZn5BGXcs5RlZOSrKypF2ppU49nBIO0nS4dtm6HAp1xpBga5EYHjIkWRgsKxHE4NhwbKEhhw5Fuw+fvTYwpde0COzZqq0OkibDJ1vC9el/k3U37+xIq32UmO3dz7TnezzP71NhV9zRZO4lVn3EEDd0Pih2+Q8nKmMxR9JRQ7tGfuwIhc8TvIPQL0wf/58rZg5VwvDO0qS8k2nhv+0VAVHmtZX15fzAAAAANQddSbx16ZNG23fvr3Y2H333aennnrKvb9jxw6NHz9eK1asUGBgoEaNGqVnn31W/v7+7nN+/fVX3XXXXfr+++/VuHFjjRs3To888kil188C6itffys4Li5O/fv3V3h4uCRp6dKlGjBgQLW0Z/RGe1FPOS2GJk97uPSWlEeeOePP7zVm27Zir9mZkyfnoXTl7zukNcuWq/vpZ0qZOcdajx5ML9aK1HE4Q85DmZLD4b6HwzS1tjBd+8xCNTNsJVqLSpKZkytHTm6JKsOKuFrS1U17ygyyywwKlBkcIEegXd//sl5n+4UqzFLynx7TYpG161lqPKK/ggf1kl+LSI+fK1UtiQugfjAMQ01n3S3H4Uxlf7RCZm6+0q69V0GX9FDjR8bJ3uFUX4cIAJV228hrdd07a6WDGZIk5/iRenfYvJNex3sfAAAAoOGoM4k/SXr00Ud16623uvdDQkLc2w6HQ4MHD1azZs20evVqHThwQKNHj5Zpmpo3z/WDUEZGhi699FL169dPa9eu1ebNmzVmzBgFBwdrypQpNf56AJTv+IRX7969q21NNl+0F61sS0pLUIAsQQEymzdW9vY/FDSor2y28msNTadTzsxsOQ9l6t9JSZoy63HtztjnPh4T1kiP9xmiQZFt5cjIdp2bnulqYZqRLTMnt5y7l83IyZeRky/tl6ySevoXX3PRCPBXYN/zXJV9l10ka+PwSj3neL5I4gKofQyrVZEvPay07Bzl/Pc7SVLO/75Tzor/U8jIy9T4gVtki63cFwwAwFdM05Tx1CJZjiT9Ai8+X+0SJvIlVgAAAADF1KnEX2hoqKKioko99sUXX2jjxo3auXOnYmJiJEmzZ8/WmDFj9MQTTygsLExvv/228vLytGjRItntdnXs2FGbN2/WnDlzNHnyZH5gAhqwmm4vWpMtKQ2LRdbwUH30v+UaNXVSiYRYama6bv70LSUlJZX6Os2iIjkzc+TMyDqSDMw6khzMco85MrPciUL38ePON3PyJEkZziI1j7tU4UMvVtDF58sSXHINmqrwRRIXgO+Vubbo5Ktl63KqAhZ/JsveQ5JpKuv9Zcr88L8qGNpLjSbdoJgzT6v5gAGgEjL/+Ylylq2WJFmahKv58w/wMywAAACAEupU4m/WrFl67LHH1LJlS40cOVL33nuvu43nmjVr1LFjR3fST5Iuu+wy5efna926derXr5/WrFmjPn36yG63FzvngQce0N9//622bdvW+GsC4FLah7a5uccqzdavX6/AwJJJIm+2JK3J9qI13ZLS4XBo4sSJpbcWNU0ZhqFJkyZp2LBhJV6v4ecna0SYrBFhlX5++oGDatG0mXLk1Gdx0zRgQC9Zqin5VtNJXAC+N3/+fM2YMaPM4/4ydENgjO4IjFUji01GYZHs//5S6Z+sUuB9tyj81nhZAktfcxQAaoOCP3do/8PPu/ebz31AfpFNfBgRAAAAgNqqziT+Jk6cqHPPPVcRERH6/vvv9cADD2jbtm16/fXXJUlpaWmKjCzesikiIkL+/v5KS0tzn9OmTZti5xy9Ji0trczEX35+vvLz8937GRmu1iqFhYXuX0f3AVTOSy+9pMcff7zM4z179ix1/OGHH9a0adO8FofT6XRvX3DBBXI6ncXGvKVHjx5q0aKFdu/eXWZLyhYtWqhHjx6lzi2ezjtff/11hVqLfvnll+rTp08FX0XFfPjhh7r77ruVLdef46BBg9SiRQvNmTNHI0aM8OqzjhoyZIj69Omjpk2bSpI++eQT9e/fX1arlbkaqILa+p5n7NixGjRoULGx3Nxcd6vkL776UoGBgXJm5ig3aYUCPl4lo6BI/gVFOvjYK0p//d8Kv3eMgkcOkEFFMFDr1Na5p6aYBYXaM26GzFzXz6QhNw6R/8XnNdg/D6AmNPR5B4BvMPcAKI8nc4NPE38JCQnlfjtbktauXatu3brp7rvvdo+dffbZioiIUHx8vGbNmqUmTVzfdCytzcnRSpajTjzn6Afu5bVIefLJJ0uN84svvlBQUJB7f/ny5eW+FgBla9eunWbPnu3xdREREVq6dKnX4sjLy3Nvf/755woICPDavU90/fXXa9asWaUeM01T1113nT7//PNy71HReWflypUVOu8///mPsrOzK3RuRaxZs6bU15iSkqKrr75a9913ny644AKvPe94x/+3zM7OPumfJYCKqwvveY6fA9LS0o7N55d3le2809T842/V6JsNMkxTjtR9Ojj5Ge1+doH2XNlbmWe3k2ifB9Q6dWHuqQ6R/16pZr9sliTlRzXWhvPbyfTi+18AZWuo8w4A32LuAVCanJycCp9rmKWVmtSQ/fv3a//+/eWe06ZNm1I/eE9JSVFsbKy+++47nX/++Zo2bZo++ugj/fzzz+5zDh06pMaNG2vFihXq16+fbrzxRqWnp+ujjz5yn/PTTz/p3HPP1datWz2q+GvZsqX279+vsLAwFRYWavny5br00ktls9k8/WMA4COpqanuiuCjjq8Q+eqrr0ptLxoVFeW1FpxHq+F2797tHouNjdXs2bPLrYbzdN75+uuvdemll570vOXLl3ut4s/hcOjUU08t1m7zeEerGrds2VIt7VSzs7MVEREhyfXvQXBwsNefATQ0dek9T0XmgILft+nwzNeU99/vio3be5ytRg/dJnvX9jUSKxqW0t5/VIQ333/UNXVp7vG2vDU/a2/8ZMk0JZufoj55Qf5nn+7rsIB6ryHPOwB8h7kHQHkyMjLUtGlTpaenKyys/CWZfFrx17RpU3cbNk/99NNPko6tf3XBBRfoiSeeUGpqqnvsiy++kN1uV9euXd3nPPjggyooKHCvDfjFF18oJiamRAvQ49nt9mLrAh5ls9mKTcIn7gOo3RYsWFBu1fHRBOCJpk+froSEBK/EcNVVV+nyyy+v9LqCFZ13+vXrp9jYWKWkpJTZWjQ2Nlb9+vXzWhLum2++KTPpJ7mqGnft2qXvvvuuzD/rijrZGpEbNmyo9jUigYakLrznsVgs7u01a9aUOrfaOp2u4HeeUe6363Xg0ZeVv26jJCn/u1+0Z8hdCr6ijxo/dJv8T21Vo7GjfjvZ+4+yePP9R11VF+Yeb3IcztTBCU+6kn6SGj9wi4K7dvBxVEDD0tDmHQC1A3MPgNJ4Mi/UiTX+1qxZo++++079+vVTeHi41q5dq7vvvltDhw5Vq1auD2IGDBig9u3b64YbbtAzzzyjgwcP6p577tGtt97qzn6OGjVKM2bM0JgxY/Tggw9qy5YtmjlzpqZNm1Zuq08A9dO4ceM0dOhQj6/zdqLo+A+ie/fuXS3Vb1arVXPnzlV8fLwMwyiW/Ds6/yUmJnr12Scm4qp6Xnnmz59f7oeoZa0RyYeoQP2UnJysCRMmuPcHDRqk2NhYzZ07V3FxcSXOD7yws1r85xVlf/q1Dj7xqgr/2ilJyv70a2X/Z7XCbrhCEffcJL/IJjX2GlBzSvvySEVU9ssjpb3/yM3Ndf9btXr16jK/rIKGwzRN7b/3WRWl7JUkBVzURY3uvMbHUQEAAACoC+pE4s9ut+u9997TjBkzlJ+fr9atW+vWW2/V1KlT3edYrVZ99tlnuvPOO3XRRRcpMDBQo0aN0rPPPus+Jzw8XMuXL9f48ePVrVs3RUREaPLkyZo8ebIvXhYAH2to1V5xcXFKSkrShAkTilXixcbGKjExsdQPw6uion+23vhvUFuSuAB8Lzk5WfHx8SWqm1NSUhQfH6+kpKRS5zvDMBQypK+CL++pjLc/1aGnF8qx76DkcChj0UfKfP9zNbrjajW6a5QsIUElrkfddbIvj5Slsl8eKe39x/Hr63bu3Jn21FDWB58ra8kKSZIlPESRLz4koxq+HAYAAACg/qkTib9zzz1X33333UnPa9WqlT799NNyz+nUqZNWrlzprdAAwCMna0m5fv36am1JGRcXp/79+1e6tagnevXqVaH2or169arysxpaEhdA6RwOhyZOnFjqnGOapgzD0KRJkzRs2LAy5z3D5qfwMcMVGj9Ah+e/r8Pz/iUzO1dmTp4OzV6s9MUfqfGUMQq7cagMf9rveFtNV99JDaMCzxd/rqi8wu27te++59z7zWZPlV+LSB9GBAAAAKAuqROJPwCoL2pDS8qaaC169Dk13V4UQMO2atUq7dq1q8zjpmlq586dWrVq1UnXFrWEBB1J8A3T4TmLlb5oiVTkkHP/Ye1/IFGH53+gJg/equBh/WQct54gqqamq++k2lGB53A43NsrV670+pdyfPHnisoxi4q0947HZGblSJJCr75cIcP6+TgqAAAAAHUJiT8AqEENrSVlTbcXBdCwVcfaon7NItT0yUkKv22kDs581d16r+jvFO25LUH2F99R4+l3KKh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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Inputs\n",
+ "xy, obs, pred, err = mag_survey[:, :2], mag_survey[:, -1], dpred, uncertainties\n",
+ "profile_east, grid_res = 747500, 50 # Profile location and resolution\n",
+ "\n",
+ "# Attention: This is an interpolated profile plot, not a direct data extraction\n",
+ "# Create regular grid\n",
+ "xi = np.arange(xy[:, 0].min(), xy[:, 0].max(), grid_res)\n",
+ "yi = np.arange(xy[:, 1].min(), xy[:, 1].max(), grid_res)\n",
+ "grid_x, grid_y = np.meshgrid(xi, yi)\n",
+ "\n",
+ "# Interpolate to grid\n",
+ "obs_grid = griddata(xy, obs, (grid_x, grid_y), method=\"linear\")\n",
+ "pred_grid = griddata(xy, pred, (grid_x, grid_y), method=\"linear\")\n",
+ "err_grid = griddata(xy, err, (grid_x, grid_y), method=\"linear\")\n",
+ "\n",
+ "# Extract profile at closest Easting\n",
+ "col_idx = np.argmin(np.abs(xi - profile_east))\n",
+ "\n",
+ "y_profile = yi\n",
+ "obs_profile = obs_grid[:, col_idx]\n",
+ "pred_profile = pred_grid[:, col_idx]\n",
+ "err_profile = err_grid[:, col_idx]\n",
+ "\n",
+ "# Remove NaNs (from interpolation gaps)\n",
+ "mask = ~np.isnan(obs_profile) & ~np.isnan(pred_profile) & ~np.isnan(err_profile)\n",
+ "y_profile, obs_profile, pred_profile, err_profile = (\n",
+ " y_profile[mask],\n",
+ " obs_profile[mask],\n",
+ " pred_profile[mask],\n",
+ " err_profile[mask],\n",
+ ")\n",
+ "\n",
+ "# Plot\n",
+ "plt.figure(figsize=(18, 5))\n",
+ "plt.errorbar(\n",
+ " y_profile,\n",
+ " obs_profile,\n",
+ " yerr=err_profile,\n",
+ " fmt=\"o\",\n",
+ " color=\"k\",\n",
+ " capsize=5,\n",
+ " label=\"Observed ±std\",\n",
+ ")\n",
+ "plt.plot(y_profile, pred_profile, \"-\", color=\"crimson\", lw=2, label=\"Predicted\")\n",
+ "\n",
+ "plt.xlabel(\"Northing (m)\")\n",
+ "plt.ylabel(\"Residual Magnetic Intensity (nT)\")\n",
+ "plt.title(f\"Interpolated N-S Profile at Easting ≈ {profile_east} m\")\n",
+ "plt.grid(True)\n",
+ "plt.legend()\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a0bdeec7-ba91-4687-94f8-8b096d398661",
+ "metadata": {},
+ "source": [
+ "While there might still be some correlated signal in the residuals, overall the data fit is good. \n",
+ "We can move on to interpretating the model.\n",
+ "\n",
+ "### Models\n",
+ "\n",
+ "The inversion took 7 iterations to reach the target misfit, followed by 16 iterations to increase sparsity. The figure below shows horizontal and vertical sections through both solutions. \n",
+ "\n",
+ "See the [Regularization Section](regularization) for more details on sparsity constraints."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 33,
+ "id": "beb85975",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Map models to full mesh with inactive cells set to np.nan\n",
+ "plotting_map = simpeg.maps.InjectActiveCells(mag_octree, active, np.nan)\n",
+ "model_l2 = plotting_map * inv_problem.l2model\n",
+ "model_rec = plotting_map * rec_model\n",
+ "\n",
+ "# Slice indices to plot\n",
+ "z_ind = 85\n",
+ "y_ind = 70\n",
+ "z_val = mag_octree.cell_centers_z[z_ind]\n",
+ "y_val = mag_octree.cell_centers_y[y_ind]\n",
+ "\n",
+ "# Plot limits\n",
+ "extent_xy = [745500, 748500]\n",
+ "extent_z = [-1000, 500]\n",
+ "\n",
+ "# Set up 2x2 plot layout\n",
+ "fig, axes = plt.subplots(\n",
+ " 2,\n",
+ " 2,\n",
+ " figsize=(12, 11),\n",
+ " constrained_layout=True,\n",
+ " gridspec_kw={\"height_ratios\": [1.2, 1]},\n",
+ ")\n",
+ "\n",
+ "# Define slices to plot\n",
+ "slices = [\n",
+ " (model_l2, \"Z\", z_ind, axes[0, 0], f\"L2 Model (Z = {z_val:.1f} m)\"),\n",
+ " (model_l2, \"Y\", y_ind, axes[1, 0], f\"L2 Model (Y = {y_val:.1f} m)\"),\n",
+ " (model_rec, \"Z\", z_ind, axes[0, 1], f\"Recovered Model (Z = {z_val:.1f} m)\"),\n",
+ " (model_rec, \"Y\", y_ind, axes[1, 1], f\"Recovered Model (Y = {y_val:.1f} m)\"),\n",
+ "]\n",
+ "\n",
+ "# Plot all slices\n",
+ "for model, normal, ind, ax, title in slices:\n",
+ " im = mag_octree.plot_slice(\n",
+ " model,\n",
+ " normal=normal,\n",
+ " ind=ind,\n",
+ " ax=ax,\n",
+ " pcolor_opts={\"cmap\": cc.m_CET_R1, \"vmax\": 0.2},\n",
+ " )\n",
+ " ax.set_title(title, fontsize=12)\n",
+ " ax.set_xlim(extent_xy)\n",
+ " ax.set_ylim([6415500, 6418500] if normal == \"Z\" else extent_z)\n",
+ " ax.set_aspect(\"equal\")\n",
+ " plt.colorbar(\n",
+ " im[0],\n",
+ " ax=ax,\n",
+ " orientation=\"horizontal\",\n",
+ " pad=0.1,\n",
+ " label=\"Magnetic Susceptibility (SI)\",\n",
+ " )\n",
+ "\n",
+ "fig.suptitle(\"Model Comparison: L2 vs Recovered post-IRLS\", fontsize=15)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "b3649fe4-2118-46ad-8c22-1e2b1cb32a4e",
+ "metadata": {},
+ "source": [
+ "### Results\n",
+ "\n",
+ "The **smooth model** (up to iteration 8) reveals a broad, continuous zone of elevated magnetic susceptibility at depth. The geometry and position of this anomaly closely match those identified in the gravity inversion, including the presence of smaller \"fuzzy\" anomalies at the margins. \n",
+ "\n",
+ "In contrast, the **compact model** (from 9 to 22) produces a sharply defined, high-susceptibility body embedded within a relatively uniform background. Here, susceptibility contrasts are more pronounced, reaching values up to ~2.0 SI, and the target structure stands out clearly from surrounding geology."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "0c9709fa",
+ "metadata": {},
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/case_studies/index.ipynb b/docs/case_studies/index.ipynb
new file mode 100644
index 00000000..b10cb239
--- /dev/null
+++ b/docs/case_studies/index.ipynb
@@ -0,0 +1,39 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "ec2c4bb1",
+ "metadata": {},
+ "source": [
+ "\n",
+ "\n",
+ "# Case Studies\n",
+ "\n",
+ "This chapter demonstrates the use of SimPEG on real datasets.\n",
+ "\n",
+ "- [Forrestania (Joint Grav/Mag/EM)](Forrestania/forrestania.ipynb)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/case_study/airborne_tem.py b/docs/case_study/airborne_tem.py
deleted file mode 100644
index 157b97f0..00000000
--- a/docs/case_study/airborne_tem.py
+++ /dev/null
@@ -1,181 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-#
-#
-# # Airborne Time-Domain EM (ATEM) Inversion
-#
-#
-# This section focuses on the inversion of airborne time-domain data generated from the Flin Flon conductivity model.
-#
-# ```{figure} ./images/atem/atem_model.png
-# ---
-# scale: 25%
-# ---
-# [Download here](https://github.com/MiraGeoscience/simpeg-drivers/raw/develop/simpeg_drivers-assets/inversion_demo.geoh5?download=)
-# ```
-#
-# ```{note}
-# Runtime and memory usage increases rapidly with the mesh size and number of sources. It is strongly recommended to downsize this example to a few lines if the training is done on a standard computer. The full inversion presented below was performed on an Azure HC44rs node (44 CPUs, 315 Gb RAM) in ~2.0 h.
-# ```
-#
-#
-
-# (atem-data)=
-#
-# ## ATEM data
-#
-# Time-domain systems come in many configurations, but they are generally made up of
-#
-# - an horizontal transmitter loop
-# - a receiver coil.
-#
-# The transmitter emits an EM pulse that propagates and interacts with conductive structures. During the off-time, the receiver(s) records either components of the magnetic field ($H_x,\;H_y,\;H_z$), or more commonly the time-derivative ($\frac{\delta B_z}{\delta t}$) of the field over a range of time channels.
-# For more background information about airborne EM methods, see [em.geosci](https://em.geosci.xyz/content/geophysical_surveys/airborne_tdem/index.html#airborne-tdem)
-#
-# ```{figure} ./images/atem/atem_configs.jpg
-# ---
-# name: atem_forward
-# ---
-# Various ATEM source-receiver configurations. Borrowed from [em.geosci](https://em.geosci.xyz/content/geophysical_surveys/airborne_tdem/index.html#airborne-tdem).
-# ```
-#
-# For this tutorial, we generated an airborne time-domain EM survey over the main ore body. The survey lines are spaced at 400 m, oriented East-West, at a drape height of 60 m. The configuration used in this tutorial is a simplified version of typical airborne systems, with only five time channels measuring $\frac{\delta B_z}{\delta t}$ between 1 to 10 milli-seconds.
-#
-# ### Waveform
-#
-# In order to properly model the EM fields, it is necessary to specify the EM source - commonly known as the **waveform**. Most contractors will provide an ASCII file containing times and currents describing the waveform, which can be loaded directly in ANALYST ([Download example](https://github.com/MiraGeoscience/simpeg-drivers/blob/develop/simpeg_drivers-assets/waveform.txt)). For the purpose of this tutorial we are using a simple theoretical trapezoidal function.
-#
-# ```{figure} ./images/atem/waveform.png
-# ---
-# ---
-# (red) Trapezoidal waveform with 5 msec pulse with, 20 Hz duty cycle and (blue) time channels recording data during the off-time.
-# ```
-#
-# As part of the numerical simulation, this waveform must be *discretized*. That is, the theoretical waveform must be sampled at discrete time intervals. The **forward simulation** uses those steps to simulate the EM field over time.
-# A few important details must be taken into account to preserve good numerical accuracy while optimizing runtime and memory usage:
-#
-# - Discrete intervals must cover the entire wave cycle, from start of the pulse to past the last recording.
-#
-# ```{figure} ./images/atem/waveform_discrete.png
-# ---
-# scale: 50%
-# ---
-# ```
-#
-# - Time steps should only contain at most one time channel
-#
-# ```{figure} ./images/atem/time_gates.png
-# ---
-# scale: 50%
-# ---
-# ```
-#
-# **Optimization**
-#
-# - Minimizing the total number of time steps will speed up the the forward simulation.
-#
-# ```{figure} ./images/atem/time_steps.png
-# ---
-# scale: 50%
-# ---
-# ```
-#
-# - The direct solver used by the forward simulation requires a matrix factorization for each unique time step width. Whenever possible, reuse time step intervals to reduce memory requirements.
-#
-#
-# ```{figure} ./images/atem/time_spacing.png
-# ---
-# scale: 50%
-# name: atem_forward
-# ---
-# ```
-
-# ## Mesh creation
-#
-# In preparation for the inversion, we create an octree mesh optimized for the airborne TEM survey. The mesh parameters are base on the original Flin Flon model.
-#
-# ```{figure} ./images/atem/atem_core.png
-# ---
-# scale: 50%
-# name: atem_core
-# ---
-# Core mesh parameters.
-# ```
-#
-# Note that the padding distances are set substantially further than for the magnetics, gravity or dc-resistivity (1 km) inversions. This is because the [diffusion distance](diffusion-distance) for a background resistivity of $1000 \; \Omega .m$ for the last time channel (10 msec) is roughly 3.3 km. This distance is important to satisfy the [boundary conditions](https://em.geosci.xyz/content/maxwell1_fundamentals/solving_maxwells_equations.html?highlight=boundary%20conditions#boundary-and-initial-conditions) of the underlying differential equations.
-#
-#
-# ### Refinements
-#
-# - For the first refinement, we insert 4 cells for the first three octree levels along the flight path. The refinement is done radially around the segments of the flight path curve to assure good numerical accuracy near the receiver locations. This is especially important for EM methods with low frequencies.
-#
-# - We use a second refinement along topography to get a coarse but continuous air-ground interface outside the area or interest.
-#
-# - Lastly, we refine a "horizon" to get a core region at depth with increasing cell size directly below the survey. This is our volume of interest most strongly influenced by the data.
-#
-# ```{figure} ./images/atem/atem_refinement.png
-# ---
-# scale: 50%
-# name: atem_refinement
-# ---
-# Refinement strategy used for the atem modeling.
-# ```
-#
-# See [Mesh creation](../inversion/mesh_design.ipynb) section for general details on the parameters.
-
-
-# ### Forward simulation
-#
-# Having defined the TEM survey, we can proceed with the forward simulation using the conductivity Flin Flon model.
-#
-# ```{figure} ./images/atem/atem_data.png
-# ---
-# scale: 50%
-# ---
-# (Top) ATEM $\frac{\delta B_z}{\delta t}$ data displayed by the 2D Profiler at all 5 time channels. (Bottom) Survey lines relative to (left) the ore body and (right) the discrete conductivity model.
-# ```
-#
-# Note that the position of the known conductor correlates with large amplitude in the ATEM data .
-#
-#
-
-# ## Unconstrained inversion
-#
-# **Runtime: ~2.0 h**
-#
-# Time-domain EM data involves data measured over a wide range of time channels that decays over several orders of magnitude. Balancing all this data can be challenging and time consuming. Here we adopt a percentage and floor uncertainty strategy.
-#
-# ```{figure} ./images/atem/atem_uncerts.png
-# ---
-# scale: 50%
-# name: atem_uncerts
-# ---
-# ```
-#
-# This approach is a good starting point, but experimentation is generally required.
-#
-# After running the inversion we recover the following solution:
-#
-#
-# ```{figure} ./images/atem/atem_unconstrained.png
-# ---
-# name: atem_unconstrained
-# ---
-# (Left) Horizontal section at 120 m elevation after reaching target misfit (iteration 5).
-#
-# (Right)(top) 2D profiles of (red) observed versus (black) predicted data for all 5 time channels. (bottom) Vertical section through the conductivity model below the same line.
-# ```
-#
-# Despite our simplistic floor uncertainties, the inversion managed to converge fairly quickly to a reasonable model that fits our data well. We have recovered a clear conductor at depth that overlaps with the ore body. The inversion could resolve the conductive overburden layer, although the thickness is overestimated.
diff --git a/docs/case_study/background.py b/docs/case_study/background.py
deleted file mode 100644
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-# ---
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-# name: python3
-# ---
-
-#
-#
-# # Introduction
-#
-#
-# This tutorial on geophysical inversion is framed around a well-known copper-zinc VMS deposit - the Flin Flon mine in northern Manitoba, Canada. Our goal is to provide a step-by-step process to invert data from various geophysical methods and to test their resolving capabilities within a semi-realistic exploration context.
-#
-# ```{figure} ./images/setup_flinflon.png
-# ---
-# height: 400px
-# name: setup_flinflon
-# ---
-# Discrete geological and physical properties for the simplified [Flin Flon model](https://github.com/MiraGeoscience/simpeg-drivers/blob/develop/simpeg_drivers-assets/inversion_demo.geoh5).
-#
-# ```
-#
-# The local geology of Flin Flon consists mainly of basalt and mafic volcanic formations (green and blue), with discrete occurrences of rhyolite units (yellow) that host the mineralization as shown in [Figure 6](setup_flinflon).
-# The entire region was later deformed by large tectonic events that over-thrusted, folded and faulted the stratigraphy into its current form. The mineralization occurs along thin lenses dipping steeply towards the South-East.
-#
-# The area has been studied extensively over the years, yielding large amount of petrophysical data made available by [Natural Resources Canada (NRCan)](https://ostrnrcan-dostrncan.canada.ca/entities/publication/73d767d8-ee1c-4bab-a2da-52dcf83faa06), as shown in [Figure 7](global_map).
-#
-# ```{figure} ./images/map_flinflon.png
-# ---
-# height: 400px
-# name: global_map
-# ---
-# Geological map and drillholes of the Flin Flon deposit. Outline of the main ore body (red) is shown for reference.
-# ```
-#
-# [Table 1](phys_prop) summarizes the physical property contrasts of the main rock units in the area.
-# The mineralization is expected to be much more conductive, dense and magnetic than the host rhyolite unit. The background mafic rocks are generally non-magnetic and moderately dense and resistive. We omitted all late-stage intrusives from the modeling for simplicity.
-#
-# ```{table} Summary of expected physical properties
-# :name: phys_prop
-# | Unit | Density (g/cc) | Magnetic Susceptibility (SI) | Resistivity (Ohm.m) |
-# | :--- | :--- | :---- | :---- |
-# | Rhyolite | low | low | high |
-# | Chloritic Schist | moderate | low | moderate |
-# | Mafic Volcanics | moderate | low | moderate |
-# | Mafic Dykes | moderate | low | moderate |
-# | Host Mafic | moderate | low | moderate |
-# | Basalt | moderate | moderate | low |
-# | Ore | high | high | very low |
-# | Overburden | low | low | moderate |
-# | Tailings | low | low | low |
-#
-# ```
-#
-# From this simplified (conceptual) model of Flin Flon, we created a 3D petrophysical model around the mineralization [Figure 8](ore_body). We added a thick (40 m) overburden layer (tailings) of relatively low density and low resistivity to test the depth of penetration of the various survey types.
-# ```{figure} ./images/ore_body.png
-# ---
-# height: 400px
-# name: ore_body
-# ---
-# Discrete geological and physical properties for the simplified [Flin Flon model](https://github.com/MiraGeoscience/simpeg-drivers/blob/develop/simpeg_drivers-assets/inversion_demo.geoh5).
-# ```
-#
-# This model was used to generate all the synthetic data used in this tutorial.
-#
diff --git a/docs/case_study/dc_resistivity.py b/docs/case_study/dc_resistivity.py
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-# ---
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-# ---
-
-#
-#
-# # Direct-current (DC) Resistivity Inversion
-#
-#
-# This section focuses on the inversion of direct-current (DC) resistivity data generated from the Flin Flon resistivity model.
-#
-# ```{figure} ./images/dc/dc_model.png
-# ---
-# scale: 25%
-#
-# name: dc_model
-# ---
-# [Download here](https://github.com/MiraGeoscience/simpeg-drivers/raw/develop/simpeg_drivers-assets/inversion_demo.geoh5?download=)
-# ```
-#
-#
-
-# (dc-data)=
-#
-# ## Data
-#
-# A ground dipole-dipole survey was simulated over the main ore body. The survey was acquired with 40 m dipole length, data measured on seven receivers per transmitter dipole. Line separation was set to 100 m ([Figure 5](dc_topo)).
-#
-# The following parameters were used for the forward simulation:
-#
-# ```{figure} ./images/dc/dc_forward.png
-# ---
-# scale: 50%
-# name: dc_forward
-# ---
-# ```
-#
-# Note the large contrast in apparent resistivity near surface between the western and eastern regions of the survey. This can be explained by a conductive alluvium layer West of the deposit. Lower apparent resistivities are also measured on the longer offsets over the ore body, hinting at a buried conductor.
-#
-#
-# ```{figure} ./images/dc/dc_data.png
-# ---
-# scale: 50%
-# name: dc_data
-# ---
-# Pseudo-sections of apparent resisitvity. Ore shell is shown in reference.
-# ```
-
-# ## Mesh creation
-#
-# In preparation for the inversion, we create an octree mesh optimized for the DC resistivity survey. The survey is made of two objects: a `Currents` (sources) and a `Potentials` (receivers). In order to have good discretization around all pole locations, we first need to create an object that includes both components.
-#
-# ```{figure} ./images/dc/dc_poles.png
-# ---
-# scale: 50%
-# name: dc_poles
-# ```
-#
-# In the case of electric methods, the finest cell dimension should be at least half the dipole separation to guarantee that no two poles fall within the same mesh cell. This is important to assure good accuracy when computing voltage differences.
-# We define our core param are as follow:
-#
-# ```{figure} ./images/dc/dc_core.png
-# ---
-# scale: 50%
-# name: dc_core
-# ---
-# Core mesh parameters.
-# ```
-#
-# ### Refinements
-#
-# - The first refinement adds more cells around each pole location, radially outward. This assures good numerical accuracy, espatially on the outer boundary of the survey area.
-#
-# - A second refinement is used along topography to get a coarse but continuous air-ground interface outside the area or interest.
-#
-# - The third refinement "horizon" is used to get a core region at depth with increasing cell size directly below the survey. This is our volume of interest most strongly influence by the data. We use a maximum distance of 100 m to limit the refinement away from the survey lines. In the case of remote electrodes, this parameter prevents from discretization finely everywhere in between.
-#
-#
-# ```{figure} ./images/dc/dc_refinement.png
-# ---
-# scale: 50%
-# name: dc_refinement
-# ---
-# Refinement strategy used for the direct-current modeling.
-# ```
-#
-# See [Mesh creation](../inversion/mesh_design.ipynb) section for general details on the parameters.
-#
-
-# ## Unconstrained Inversion
-#
-# The direct-current data are inverted with uncertainties assigned based on a background resistivity value, then converted to potentials. This strategy is effective in scaling uncertainties relative to the dipole offsets.
-#
-# 1 - Create a constant resistivity value, set empirically in this case to 100 Ohm.m
-#
-# ```{figure} ./images/dc/dc_floor_res.png
-# ---
-# scale: 50%
-# ---
-# ```
-#
-# 2- Convert the "floor resistivity" to voltages. The result needs to be absolute valued in order to be assigned as data uncertainties.
-#
-# ```{figure} ./images/dc/dc_floor_voltage.png
-# ---
-# scale: 50%
-# ---
-# ```
-#
-# Having defined our uncertainties, we can proceed with the inversion.
-#
-#
-# ```{figure} ./images/dc/dc_input.png
-# ---
-# scale: 50%
-# ---
-# ```
-#
-# The following figure shows the data fit and models recovered after convergence.
-#
-# ```{figure} ./images/dc/dc_no_ref.png
-# ---
-# name: dc_no_ref.png
-# ---
-# (Top) (left) Predicted and (right) residuals data after reaching target misfit (iteration 11).
-#
-# (Bottom) Slices through the recovered conductivity model: (left) at 175 m elevation and (right) at 6072150 m N.
-# ```
-# The data is generally explained well, although some correlated residuals are visible. This could warrant a second run with a slightly lower target `Chi factor` to push the data fit further.
-#
-# On the modelling side, we note a large conductivity anomaly correlated with the ore body. The survey is able to define well the depth to top of the conductor but not the vertical extent. The inversion did identify the near-surface layers related to the conductive alluvium layer (West), which is slightly more conductive than the overburden layer (East).
-#
-#
diff --git a/docs/case_study/gravity.py b/docs/case_study/gravity.py
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-# ---
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-# ---
-
-#
-#
-# # Gravity Inversion
-#
-# This section focuses on the inversion of airborne tensor and ground gravity data generated from the Flin Flon density model.
-#
-# ```{figure} ./images/gravity/grav_model.png
-# ---
-# scale: 25%
-# name: grav_model
-# ---
-# [Download here](https://github.com/MiraGeoscience/simpeg-drivers/raw/develop/simpeg_drivers-assets/inversion_demo.geoh5?download=)
-# ```
-#
-#
-#
-#
-
-# ## Forward simulation
-#
-# A ground gravity survey was simulated on sparsely sampled 200 m grid of stations.
-#
-# The following parameters were used for the forward simulation:
-#
-# ```{figure} ./images/gravity/grav_forward.png
-# ---
-# scale: 50%
-# name: grav_forward
-# ---
-# ```
-#
-# After running the forward simulation, we obtain gravity corrected data as shown below. The gravity survey appears to be mostly influenced by the large formations, with little signal apparent from the ore body. Since we have used relative densities, the simulated data is equivalent to a terrain correction with reference density, of 2.67 g/cc in this case.
-#
-# ```{figure} ./images/gravity/gz_data.png
-# ---
-# scale: 50%
-# name: gz_data
-# ---
-# Vertical component of the gravity field (gz) measured over the zone of interest.
-# ```
-#
-
-# ## Mesh creation
-#
-# In preparation for the inversion, we create an octree mesh optimized for the gravity survey.
-#
-# The core param are as follow:
-#
-# ```{figure} ./images/magnetics/mesh_core.png
-# ---
-# scale: 50%
-# name: mag_core
-# ---
-# Core mesh parameters.
-# ```
-#
-# ### Refinements
-#
-# - The first refinement "horizon" is used to get a core region at depth with increasing cell size directly below the survey. This is our volume of interest most strongly influence by the data. We use a maximum distance of 100 m to limit the refinement near each station.
-#
-# - A second refinement is used along topography to get a coarse but continuous air-ground interface outside the area or interest.
-#
-#
-# ```{figure} ./images/magnetics/mesh_refinement.png
-# ---
-# scale: 50%
-# name: mag_refinement
-# ---
-# Refinement strategy used for the magnetic modeling.
-# ```
-#
-# See [Mesh creation](../inversion/mesh_design.ipynb) section for general details on the parameters.
-#
-
-# ## Ground gravity
-#
-# The ground gravity data are assigned a constant floor uncertainty value of 0.1 mGal. We apply the the following inversion parameters:
-#
-# ```{figure} ./images/gravity/gz_input.png
-# ---
-# scale: 50%
-# name: gz_input
-# ---
-# ```
-#
-# After running the inversion we obtain:
-#
-#
-# ```{figure} ./images/gravity/gz_no_ref.png
-# ---
-# name: gz_no_ref
-#
-# ---
-# (Top) (left) Predicted and (right) residuals data after reaching target misfit (iteration 5).
-#
-# (Bottom) Slices through the recovered relative density model: (left) at 175 m elevation and (right) at 6072150 m N.
-# Ore shell is shown for reference.
-# ```
-#
-# Notice that the inversion resolves the boundaries between the rhyolite unit and host mafic units, but poorly recovers the ore body. That is, the ore body does not generate a gravity anomaly strong enough within the host geology to be detected by the ground gravity survey.
-
-# (ftg-data)=
-#
-# ## Tensor gravity gradiometry (FTG)
-#
-# We now look at the airborne fixed-wing full-tensor gravity gradiometry (FTG) data. The FTG system measures six independent components of the gradient tensor: $g_{xx},\; g_{xy},\; g_{xz},\; g_{yy},\; g_{yz}$ and $g_{zz}$. We generate a survey flown at 45 degree azimuth, 200 m line spacing, at a nominal drape height of 60 m above topography.
-#
-# Using the same relative density model as previously, we run the forward simulation and obtain terrain-corrected data show below.
-#
-#
-# ```{figure} ./images/gravity/gg_data.png
-# ---
-# name: gg_data
-#
-# ---
-# (Top) Components of the gravity gradiometry data measured over the zone of interest. (Bottom) Plan view of the density model and flight lines. The green and red marker indicate the flight direction.
-# ```
-#
-#
-
-# ## Unconstrained FTG
-#
-# We repeat the same inverse process as for the ground gravity data, but this time with the airborne survey. A floor uncertainty value of 0.1 Eotvos was assigned to all the components. After running the inversion with obtain.
-#
-#
-# ```{figure} ./images/gravity/gg_no_ref.png
-# ---
-# name: gg_no_ref
-#
-# ---
-# (Top) (left) Predicted and (right) residuals data after reaching target misfit (iteration 7).
-#
-# (Bottom) Slices through the recovered relative density model: (left) at 175 m elevation and (right) at 6072150 m N.
-# Ore shell is shown for reference.
-# ```
-#
-# Just like the ground gravity result, the airborne inversion recovers well the boundary between the rhyolite and host mafic rocks. The ore body is also imaged on the top 200 m. In addition, we recover density structures within the Hidden Formation related to the overburden layer.
-#
-#
-#
-
-# ## Detrending
-#
-# Section to explain different strategies for regional signal removal
-#
-# - Polynomial
-#
-#
-# - Scooping method
diff --git a/docs/case_study/introduction.py b/docs/case_study/introduction.py
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-
-#
-#
-# # Tutorials
-#
-# This chapter demonstrates how to run standalone and joint inversions of geophysical data using SimPEG and the user-interface created for Geoscience ANALYST. We generated several synthetic surveys over the Flin Flon model to simulate an exploration program over a VMS deposit.
-# The goal is to use ground and airborne geophysics to characterize the physical property and shape of the ore body and host rocks. This case study focuses on the following three datasets and respective physical properties:
-#
-# In preparation for the joint inversion, we first inverted each dataset independently ([Figure 1](standalone)). It serves as a quality control step for data uncertainties estimation and mesh design. We can solve possible convergence issues before attempting to couple the physical property models in a joint process.
-#
-# The data is then jointly with a cross-gradient coupling constraint ([Figure 2](joint)).
-#
-#
-# ```{figure} ./images/ore_body.png
-# ---
-# height: 400px
-# name: ore_body
-# ---
-# Discrete geological model of the ore deposit and host units.
-# ```
-#
-# The following sections provide details about the processing and results. A compilation `geoh5` project can be found in the `simpeg-drivers-assets` folder or [download here](https://github.com/MiraGeoscience/simpeg-drivers/raw/develop/simpeg_drivers-assets/inversion_demo.geoh5?download=).
-#
-# - [Background information](background.ipynb)
-# - [Magnetic Total Field (TMI)](magnetic)
-# - [Full-tensor gravity gradiometry (FTG)](gravity)
-# - [Direct-current resistivity (DCR)](dc_resistivity)
-# - [Airborne Tipper (NSEM)](tipper)
-# - [Airborne Time-Domain EM (ATEM)](airborne_tem)
-# - [Joint inversion](joint_inversion.ipynb)
diff --git a/docs/case_study/joint_inversion.py b/docs/case_study/joint_inversion.py
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-# ---
-
-# # Joint Inversion
-#
-# To be continued ...
diff --git a/docs/case_study/magnetic.py b/docs/case_study/magnetic.py
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-
-#
-#
-# # Magnetic Inversion
-#
-# This section focuses on the inversion of magnetic data using a scalar (susceptibility) and a magnetization (vector) approach generated from the Flin Flon magnetic model. We also cover some strategies on how to remove regional signal and the use of compact norms.
-#
-#
-#
-# ```{figure} ./images/magnetics/mag_model.png
-# ---
-# scale: 25%
-#
-# name: mag_model
-# ---
-# [Download here](https://github.com/MiraGeoscience/simpeg-drivers/raw/develop/simpeg_drivers-assets/inversion_demo.geoh5?download=)
-# ```
-#
-#
-#
-
-# (magnetic-data)=
-#
-# ## Forward simulation
-#
-# We simulated Residual Magnetic Intensity (RMI) data along East-West lines spaced to 200 m apart, with along-line data downsampled to 10 m. The flight height is set to 40 m above topography.
-#
-# The following parameters were used for the forward simulation:
-#
-# ```{figure} ./images/magnetics/forward.png
-# ---
-# scale: 50%
-# name: mag_forward
-# ---
-# ```
-#
-# For simplicity, the simulation assumes a purely induced response. By omitting to supply values/models for the inclination and declination of magnetization, the forward routine uses the inducing field parameters instead.
-#
-# After running the forward simulation, we obtain RMI data as shown below. We note the strong correlation between the amplitude of the signal and the horizontal position of the ore body. There is also a significant long wavelength East-West trend, due to the large but weakly magnetic Hidden Formation.
-#
-#
-# ```{figure} ./images/magnetics/MAG_data.png
-# ---
-# scale: 50%
-# name: mag_data
-# ---
-# Residual magnetic intensity (RMI) data measured over the zone of interest.
-# ```
-#
-#
-
-# ## Mesh creation
-#
-# In preparation for the inversion, we create an octree mesh optimized for the magnetic survey.
-# The following parameters are used based on the original Flin Flon model.
-#
-# ```{figure} ./images/magnetics/mesh_core.png
-# ---
-# scale: 50%
-# name: mag_core
-# ---
-# Core mesh parameters.
-# ```
-#
-# ### Refinements
-#
-# - For the first refinement, we insert two cells around our survey lines. The refinement is done radially around the segments of the curve to assure that the air-ground interface near the receivers are modeled with the finest cell size.
-#
-# - A second refinement is used along topography to get a coarse but continuous air-ground interface outside the area or interest.
-#
-# - The third refinement "horizon" is used to get a core region at depth with increasing cell size directly below the survey. This is our volume of interest most strongly influence by the data.
-#
-# ```{figure} ./images/magnetics/mesh_refinement.png
-# ---
-# scale: 50%
-# name: mag_refinement
-# ---
-# Refinement strategy used for the magnetic modeling.
-# ```
-#
-# See [Mesh creation](../inversion/mesh_design.ipynb) section for general details on the parameters.
-#
-
-# ## Scalar inversion (susceptibility)
-#
-# **Runtime: ~1 min**
-#
-# As a first pass, we invert the data with default parameters. We use a constant 25 nT floor uncertainty, determined empirically to achieve good fit.
-#
-# ```{figure} ./images/magnetics/base_reg.png
-# ---
-# scale: 50%
-# name: mag_input
-# ---
-# ```
-#
-# After running the inversion we obtain:
-#
-# ```{figure} ./images/magnetics/mag_model_default.png
-# ---
-# name: mag_default
-# ---
-# (Top) (left) Predicted and (right) residuals data after reaching target misfit (iteration 3).
-#
-# (Bottom) Slices through the recovered susceptibility model: (left) at 175 m elevation and (right) at 6072150 m N.
-# ```
-#
-# We note that our model predicts the data within our uncertainty floor of 25 nT. In plan view, the model shows a clear North-West trend corresponding to the ore body. On the vertical section we recover an isolate body at depth. We note that large portions of the model in the padding cells have no anomalies. All the magnetic signal is confined to a region directly below the survey lines.
-#
-# This is somewhat surprising given the large East-West trend in the data, which would be better explain by a large body extending beyond the extent of our survey. Let's confirm this solution with a second inversion.
-#
-#
-# ### No reference model
-#
-# As a second pass, we test whether our initial assumption of a uniform zero susceptibility model is adequate. We can remove the influence on the reference model by setting the corresponding scaling factor to 0. After re-running the inversion we recover:
-#
-# ```{figure} ./images/magnetics/no_ref_input.png
-# ---
-# scale: 50%
-# name: no_ref_input
-# ```
-#
-# The model shown below generally agrees with the position of the strongly magnetic ore body, but changes greatly outside the survey area. Since we have not imposed any constraints on the background value, the inversion is free to extend the smoothout the eastern anomaly both at depth and in the padding region. This is in better agreement with our known geological knowledge.
-#
-#
-# ```{figure} ./images/magnetics/mag_model_no_ref.png
-# ---
-# name: mag_no_ref
-# ---
-# (Top) (left) Predicted and (right) residuals data after reaching target misfit (iteration 3).
-#
-# (Bottom) Slices through the recovered susceptibility model: (left) at 175 m elevation and (right) at 6072150 m N.
-# ```
-#
-
-# ## Magnetic vector inversion (MVI)
-#
-# We now look at the solution using the magnetic vector inversion (MVI) algorithm. This approach is generally favoured if [remanent magnetization](https://gpg.geosci.xyz/content/magnetics/magnetics_basic_principles.html?highlight=remanence#remanent-magnetization) is kwown to distorte the magnetic signal.
-#
-# We use the default parameters but without a reference model as shown below.
-#
-# ```{figure} ./images/magnetics/mvi_input.png
-# ---
-# scale: 50%
-# name: mvi_input
-# ```
-#
-# After running the inversion, we obtain
-#
-#
-# ```{figure} ./images/magnetics/mvi_model.png
-# ---
-# name: mvi_model
-# ---
-# (Top) (left) Predicted and (right) residuals data after reaching target misfit (iteration 3).
-#
-# (Bottom) Slices through the recovered susceptibility model: (left) at 175 m elevation and (right) at 6072150 m N.
-# ```
-#
-# We note that the effective susceptibility values are much lower than recovered with the scalar susceptibility inversion. The anomaly is also smoother, broader and less well defined at depth. This can be explained by the increase in non-uniquess of the inverse problem, where we now have to solve for three models (vectors) at once. This result could be improved with additional constraints, but beyond the scopy of this section.
-#
-#
-# ### Algorithmic details
-#
-# Looking back at the log file, users may notive that the MVI process goes through three main stages:
-#
-# 1- Solve the problem in Cartesian (3-components) form for a smooth model
-#
-# 2- Convert the model to Spherical (amplitude and angles) and iterate to target misfit.
-#
-# 3- Use the smooth Spherical model for the compact IRLS iterations.
-#
-# ```{figure} ./images/magnetics/mvi_log.png
-# ---
-# scale: 50%
-# name: mvi_log
-# ```
-#
-# Note that the last Cartesian model ends after reaching a target misfit of about 2x (hard-coded). User should preferentially use the last model from the Spherical steps, or last of IRLS, to do their interpration as both are on or near target.
-#
-# See [Fournier et al. 2020](https://owncloud.eoas.ubc.ca/s/iXrwgjXjierfoKa/download) for more details.
-#
-#
diff --git a/docs/case_study/tipper.py b/docs/case_study/tipper.py
deleted file mode 100644
index e4dcfa7c..00000000
--- a/docs/case_study/tipper.py
+++ /dev/null
@@ -1,128 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-#
-#
-# # Airborne Tipper Inversion
-#
-#
-# This section focuses on the inversion of airborne tipper data generated from the Flin Flon resistivity model.
-#
-# ```{figure} ./images/tipper/tipper_model.png
-# ---
-# scale: 25%
-#
-# name: dc_model
-# ---
-# [Download here](https://github.com/MiraGeoscience/simpeg-drivers/raw/develop/simpeg_drivers-assets/inversion_demo.geoh5?download=)
-# ```
-#
-# ```{note}
-# Runtime and memory usage increases rapidly with the mesh size and number of sources (frequencies). It is strongly recommended to downsize this example to a few lines if the training is done on a standard computer. The full inversion presented below was performed on an Azure HC44rs node (44 CPUs, 315 Gb RAM) in ~2.0 h.
-# ```
-#
-#
-
-# (tipper-data)=
-#
-# ## Airborne tipper (Natural Source EM)
-#
-# We generated an airborne tipper survey over the main ore body. The survey lines are spaced at 400 m, oriented East-West, at a drape height of 60 m.
-#
-# Tipper systems collect three orthogonal components of the ambient magnetic field ($H_x,\;H_y,\;H_z$). Similar to magnetotelluric surveys, the ratios of the components are used to circumvent the unknown source of the EM signal. The transfer functions, or tipper, are calculated by taking the ratio of the fields for two polarizations of the magnetic fields (EW and NS). The measurements are generally provided in the frequency-domain with both a real and an imaginary component. For more background information about natural source methods, see [em.geosci](https://em.geosci.xyz/content/geophysical_surveys/ztem/index.html)
-#
-#
-# ```{figure} ./images/tipper/tipper_forward.png
-# ---
-# scale: 50%
-# name: tipper_forward
-# ---
-# ```
-#
-# The survey used here mimics the commercial [ZTEM](https://geotech.ca/services/electromagnetic/ztem-z-axis-tipper-electromagnetic-system/) system that measures the vertical magnetic field ($H_z$) on a towed platform at 6 frequencies (30, 45, 90, 180, 360 and 720 Hz). The horizontal fields ($H_{x,y}$) are measured at a fixed base station located in the center of the survey area.
-#
-# ```{figure} ./images/tipper/tipper_data.png
-# ---
-# scale: 50%
-# name: tipper_topo
-# ---
-# (Top) Tipper data displayed by the 2D Profiler at all 6 frequencies for the 4 components ($T_{zx}$, $T_{zy}$, real and imaginary). (Bottom) Survey lines relative to (left) the ore body and (right) the discrete conductivity model.
-# ```
-#
-# Note that the position of the known conductor correlates with large gradients in the tipper data.
-#
-#
-
-# ## Mesh creation
-#
-# In preparation for the inversion, we create an octree mesh optimized for the tipper survey. The mesh parameters are based on the original Flin Flon model.
-#
-# ```{figure} ./images/tipper/tipper_core.png
-# ---
-# scale: 50%
-# name: tipper_core
-# ---
-# Core mesh parameters.
-# ```
-#
-# Note that the padding distances are set substantially further than for the magnetics, gravity or dc-resistivity (1 km) inversions. This is because the [diffusion distance](diffusion-distance) for a background resistivity of $1000 \; \Omega .m$ for the lowest frequency (30 Hz) is roughly 3 km. This distance is important to satisfy the [boundary conditions](https://em.geosci.xyz/content/maxwell1_fundamentals/solving_maxwells_equations.html?highlight=boundary%20conditions#boundary-and-initial-conditions) of the underlying differential equations.
-#
-#
-# ### Refinements
-#
-# - For the first refinement, we insert 4 cells for the first three octree levels along the flight path. The refinement is done radially around the segments of the flight path curve to assure good numerical accuracy near the receiver locations. This is especially important for EM methods with low frequencies.
-#
-# - We use a second refinement along topography to get a coarse but continuous air-ground interface outside the area or interest.
-#
-# - Lastly, we refine a "horizon" to get a core region at depth with increasing cell size directly below the survey. This is our volume of interest most strongly influenced by the data.
-#
-# ```{figure} ./images/tipper/tipper_refinement.png
-# ---
-# scale: 50%
-# name: tipper_refinement
-# ---
-# Refinement strategy used for the tipper modeling.
-# ```
-#
-# See [Mesh creation](../inversion/mesh_design.ipynb) section for general details on the parameters.
-
-
-# ## Unconstrained inversion
-#
-# **Runtime: ~2.0 h**
-#
-# Tipper data involves 2 receiver configuration (x and y), with two components (real and imaginary) and measured over 6 frequencies. Balancing all this data can be challenging and time consuming. Here we adopt a variable floor strategy based on the 10th percentile of each data layer.
-#
-# ```{figure} ./images/tipper/tipper_uncerts.png
-# ---
-# scale: 50%
-# name: tipper_uncerts
-# ---
-# ```
-#
-# This approach is a good starting point, but experimentation is generally required.
-#
-# After running the inversion we recover the following solution:
-#
-#
-# ```{figure} ./images/tipper/tipper_unconstrained.png
-# ---
-# name: tipper_unconstrained
-# ---
-# (Left) Horizontal section at 120 m elevation after reaching target misfit (iteration 5).
-#
-# (Right)(top) 2D profiles of observed versus predicted data for all 4 channels and 6 frequencies and (bottom) vertical section through the conductivity model below the same line.
-# ```
-#
-# Despite our simplistic floor uncertainties, the inversion managed to converge fairly quickly to a reasonable model that fits our data well. We have recovered a clear conductor at depth that overlaps with the ore body. However, the inversion could not resolve the thin conductive overburden layer, as expected by the low frequency range of the tipper system.
diff --git a/docs/environment.yml b/docs/environment.yml
index cf63975e..d45ecbbd 100644
--- a/docs/environment.yml
+++ b/docs/environment.yml
@@ -5,20 +5,32 @@ channels:
- defaults
dependencies:
- python=3.10
- - matplotlib
- scipy
+ - numpy
- h5py
+ - dask
+ - geoh5py
+ - pydantic
+ - simpeg
+ - discretize
- pip
- ipykernel
- jupyter-book
- jupytext
+ - notebook
+ - zarr
- pip:
+ - colorcet
- sphinx
+ - matplotlib
+ - pandas
- sphinx_issues
- sphinx_rtd_theme
- sphinxcontrib-bibtex
- sphinxcontrib-googleanalytics
- nbsphinx
+ - pillow
+ - geoh5py
- nbstripout
- numpydoc
- jupyter_client
diff --git a/docs/images/Forrestania_case_study_Anomaly.jpg b/docs/images/Forrestania_case_study_Anomaly.jpg
new file mode 100644
index 00000000..28a2db06
Binary files /dev/null and b/docs/images/Forrestania_case_study_Anomaly.jpg differ
diff --git a/docs/inversion/data_misfit.ipynb b/docs/inversion/data_misfit.ipynb
index 7eea502e..d20ef329 100644
--- a/docs/inversion/data_misfit.ipynb
+++ b/docs/inversion/data_misfit.ipynb
@@ -5,8 +5,6 @@
"id": "43572ed1",
"metadata": {},
"source": [
- "(data_misfit)=\n",
- "\n",
"# Data Fitting\n",
"\n",
"The data misfit function ($\\phi_d$) measures the quality of a model $\\mathbf{m}$ at **fitting the observed data**. It generally takes the form\n",
@@ -37,12 +35,12 @@
"source": [
"## Uncertainties\n",
"\n",
- "As mentioned in the [Data Misfit](#Data-Misfit) section, we want to assign **data uncertainties** that reflect our inability to perfectly replicate the observed data, within an acceptable level. While many strategies can be used, we are going to demonstrate basic principles to assess the effectiveness of a chosen method. We will employ two basic strategies:\n",
+ "As mentioned in the :std:ref:`Data Misfit` section, we want to assign **data uncertainties** that reflect our inability to perfectly replicate the observed data, within an acceptable level. While many strategies can be used, we are going to demonstrate basic principles to assess the effectiveness of a chosen method. We will employ two basic strategies:\n",
"\n",
- "- [Floor](#Constant-floor) value set as a constant,\n",
- "- [Amplitude-based (%)](#Amplitude-(%)) values with variable weights.\n",
+ "- [Floor](constant-floor) value set as a constant,\n",
+ "- [Amplitude-based (%)](amplitude-perct) values with variable weights.\n",
"\n",
- "We are going to use the synthetic magnetic example shown below, and provided [here](). We added 20 nT of random Gaussian noise to the simulated data to emulate field conditions."
+ "We are going to use the synthetic magnetic example shown below. We added 20 nT of random Gaussian noise to the simulated data to emulate field conditions."
]
},
{
@@ -60,6 +58,8 @@
"id": "83b654f4",
"metadata": {},
"source": [
+ "(constant-floor)=\n",
+ "\n",
"### Constant floor\n",
"\n",
"The simplest choice is to assign a constant value across the entire dataset - also referred to as **\"floor\"** uncertainties. It is related to the expected standard deviation of a Gaussian distribution if the noise is random.\n",
@@ -129,6 +129,8 @@
"id": "81f6f40e",
"metadata": {},
"source": [
+ "(amplitude-perct)=\n",
+ "\n",
"### Amplitude (%)\n",
"\n",
"The second common strategy is to assign uncertainties based on the strength of the signal. In this scenario, we have assigned 10% of the amplitude of data plus a small floor (2 nT) to avoid singularity near zero:\n",
@@ -139,7 +141,7 @@
"\n",
"\n",
"The figures below show the predicted data and recovered model after convergence of the inversion.\n",
- "We note that the predicted data fit well in the background, but underfit directly over the main anomaly. This is generally not desirable as the important portion of the geophysical signal is in the large amplitudes. The poor fit is reflected in the recovered low susceptiblity values and smooth shape of the magnetic body."
+ "We note that the predicted data fit well in the background, but underfit directly over the main anomaly. This is generally not desirable as the important portion of the geophysical signal is in the large amplitudes. The poor fit is reflected in the recovered low susceptibility values and smooth shape of the magnetic body."
]
},
{
@@ -169,6 +171,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/inversion/data_misfit.py b/docs/inversion/data_misfit.py
deleted file mode 100644
index 97665429..00000000
--- a/docs/inversion/data_misfit.py
+++ /dev/null
@@ -1,98 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-# (data_misfit)=
-#
-# # Data Fitting
-#
-# The data misfit function ($\phi_d$) measures the quality of a model $\mathbf{m}$ at **fitting the observed data**. It generally takes the form
-#
-# $$
-# \phi_d =\sum_{i=1}^{N}\left(\frac{d_i^{pred} - {d}_i^{obs}}{w_i}\right)^2 \;.
-# $$
-#
-# It measures the sum of **weighted residual** between observed ($\mathbf{d}^{obs}$) and predicted ($\mathbf{d}^{pred}$) data. In matrix form, this least-square measure can be written as
-#
-# $$
-# \phi_d =(F(\mathbf{m}) - \mathbf{d}^{obs})^T \mathbf{W}_d^T \mathbf{W}_d (F(\mathbf{m}) - \mathbf{d}^{obs})\;,
-# $$
-#
-# where $F(\mathbf{m})$ is a forward simulation of data (gravity, magnetic, EM, etc.) due to a model $m$. The $\mathbf{W}_d$ is a diagonal matrix holding the data weights ($\frac{1}{\mathbf{w}}$), also referred to as **data uncertainties**. The larger the weights, the less importance a given datum has on the solution. There are many sources of **noise** that can yield large data residuals:
-#
-#
-# - Experimental noise from $\mathbf{d}^{obs}$, generally introduced during acquisition (positioning, instrumental noise)
-# - Numerical noise introduced by $F(\mathbf{m})$ from our inability to perfectly simulate the physics (discretization, interpolation, etc.)
-#
-# In all cases, we may never expect the data residual to completely vanish, but we may allow it to be within an *acceptable* level of fitness for modelling purposes.
-
-# ## Uncertainties
-#
-# As mentioned in the [Data Misfit](#Data-Misfit) section, we want to assign **data uncertainties** that reflect our inability to perfectly replicate the observed data, within an acceptable level. While many strategies can be used, we are going to demonstrate basic principles to assess the effectiveness of a chosen method. We will employ two basic strategies:
-#
-# - [Floor](#Constant-floor) value set as a constant,
-# - [Amplitude-based (%)](#Amplitude-(%)) values with variable weights.
-#
-# We are going to use the synthetic magnetic example shown below, and provided [here](). We added 20 nT of random Gaussian noise to the simulated data to emulate field conditions.
-
-# 
-#
-# 
-
-# ### Constant floor
-#
-# The simplest choice is to assign a constant value across the entire dataset - also referred to as **"floor"** uncertainties. It is related to the expected standard deviation of a Gaussian distribution if the noise is random.
-#
-# In a *real world* context, the true noise level is unknown. It is common practice to estimate an appropriate floor by trial and error. The following three experiments demonstrate typical characteristics to be expected when attempting to determine an optimal noise floor.
-
-# #### Noise floor too high
-#
-# With a high floor, the inversion is dominated by the [regularization](regularization.ipynb) function and the data remains underfitted - there is coherent signal in the observed data that is not accounted for. The model is very smooth and we have a poor recovery of the shape of the susceptible body.
-
-# 
-# 
-
-# #### Noise floor too low
-#
-# With this inversion, the uncertainties are intentionally set lower than the known random noise level. The inversion attempts to fit both the signal as well as the random noise. This gives rise to a spiky model with a lot of unwanted structure in the surface. The inversion also ran many more iterations in order to suppress the regularization function.
-
-# 
-# 
-
-# #### Optimal
-#
-# The following inversion is with a well-chosen floor uncertainty. The model is fitting the data well without fitting the background noise. The model is smooth but retains the shape of the source.
-
-# 
-# 
-
-# ### Amplitude (%)
-#
-# The second common strategy is to assign uncertainties based on the strength of the signal. In this scenario, we have assigned 10% of the amplitude of data plus a small floor (2 nT) to avoid singularity near zero:
-#
-# $$
-# \mathbf{w} = \frac{1}{|\mathbf{d}^{obs}| + \epsilon}
-# $$
-#
-#
-# The figures below show the predicted data and recovered model after convergence of the inversion.
-# We note that the predicted data fit well in the background, but underfit directly over the main anomaly. This is generally not desirable as the important portion of the geophysical signal is in the large amplitudes. The poor fit is reflected in the recovered low susceptiblity values and smooth shape of the magnetic body.
-
-# 
-# 
-
-# ## Summary
-#
-# In this section we have demonstrated the effect uncertainties have on the outcome of an inversion, both on the data residuals and on the recovered model. It generally takes several inversions to determine appropriate uncertainties and involves some level of subjectivity from the user.
-#
-#
diff --git a/docs/inversion/depth_of_investigation.py b/docs/inversion/depth_of_investigation.py
deleted file mode 100644
index 8a9cc3b8..00000000
--- a/docs/inversion/depth_of_investigation.py
+++ /dev/null
@@ -1,75 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-# # Depth of Investigation
-#
-# In geophysics, "depth of investigation" refers to the maximum depth below the surface from which a geophysical survey can reliably measure. It depends on factors like the survey design and physical properties of the subsurface material. Several strategies have been proposed to assess uncertainties in models recovered from inversion. {cite:t}`nabighian_1989` used a skin depth approach for electromagnetic surveys, assuming a background halfspace resistivity. {cite:t}`li_1999` implemented a cut-off value based on two inverted models obtained with slightly different assumptions. {cite:t}`christiansen_2012` proposed a mask based on the sum-square of sensitivities to estimate a volume of low confidence. In the following, we discuss the algorithm and implementation of the sensitivity cutoff strategy.
-
-# ## Sensitivities
-#
-# The sensitivity matrix is calculated as part of the optimization problem solved by SimPEG while inverting geophysical data. The sensitivity matrix represents the degree to which each predicted datum changes with respect to a perturbation in each model cell. It is given in matrix form by
-#
-# $$
-# \mathbf{J} = \frac{\mathbf\partial{F}(\mathbf{m})}{\partial{\mathbf{m}}}
-# $$
-#
-# where $\mathbf{m}$ is the model vector, and $F(\mathbf{m})$ represents the forward modelling operation as a function of the model. The sensitivity matrix $\mathbf{J}$ is a dense array with dimensions $N\times M$, where $N$ is the number of data and $M$ are the number of mesh cells.
-#
-# The depth of investigation mask is a property of the cells of the mesh only so the rows of the sensitivity matrix (data) are sum-square normalized as follows.
-#
-# $$
-# \mathbf{J}_{norm} = \left[\sum_{n=1}^{N}\left(\frac{\mathbf{J}_{n:}}{w_n}\right)^{2}\right]^{(1/2)}
-# $$
-#
-# where $w_n$ are the data uncertainties associated with the $n^{th}$ datum.
-#
-# The resulting vector $J_{norm}$ can then be thought of as the degree to which the aggregate data changes due to a small perturbation in each model cell. The depth of investigation mask is then computed by thresholding those sensitivities
-
-# ## Thresholding
-#
-# The depth of investigation can be estimated by assigning a threshold on the sum-squared sensitivity vector. This can be done as a percentile, percentage, or log-percentage. In the percentile method, the mask is formed by eliminating all cells in which the sensitivity falls below the lowest $n$% of the number of data where $n$ is the chosen cutoff. In the percent method the data are transformed into a percentage of the largest value
-#
-# $$
-# d_{scaled} = \frac{100 \cdot d}{max(d)}
-# $$
-#
-# and the mask is formed by eliminating all cells in which the sensitivity falls below the lowest $n$% of the data values where $n$ is the chosen cutoff. Finally, the log-percent mask transforms the data into log-space before carrying out the percentage thresholding described above.
-
-# ## Usage
-#
-# The depth of investigation methods based on sensitivity cutoffs described above are exposed to Geoscience ANALYST Pro Geophysics users through a ui.json interface. In order to save the sensitivities during a SimPEG inversion, the 'Save sensitivities' option must be selected from the 'Optional parameters' tab of the SimPEG inversion ui.json window.
-#
-# 
-#
-# This will result in a new model generated and saved into the computational mesh at each iteration.
-#
-# 
-#
-# The ui.json interface allows the user to select a mesh from the **simpeg-drivers** result and any of the generated sensitivity models, a cutoff threshold, method, and optional name for the output.
-#
-# 
-#
-# The cutoff methods are selectable in the dropdown
-#
-# 
-#
-# Whatever the options, the application will create a sensitivity cutoff mask saved on the mesh
-#
-# 
-#
-# which can then be applied to any of the iterations to show only the cells that exceeded the sensitivity threshold.
-#
-# 
-#
-# 
diff --git a/docs/inversion/fundamentals.ipynb b/docs/inversion/fundamentals.ipynb
index 0df0b67c..c8e1e6f5 100644
--- a/docs/inversion/fundamentals.ipynb
+++ b/docs/inversion/fundamentals.ipynb
@@ -28,17 +28,16 @@
"- $\\mathbf{F}$ is some computer operation handling the physics\n",
"- $\\mathbf{m}$ is a discrete model of physical property (density, susceptibility, conductivity, etc.)\n",
"\n",
- "Note that the forward simulation $\\mathbf{F}(\\mathbf{m})$ varies in complexity depending on the type of geophysical survey: from a simple dense arrays for potential fields:\n",
+ "Note that the forward simulation $\\mathbf{F}(\\mathbf{m})$ varies in complexity depending on the type of geophysical survey: from a simple dense array for potential fields:\n",
"\n",
- "- [Gravity](gravity.ipynb)\n",
- "- [Magnetics](magnetic.ipynb)\n",
+ "- [Gravity](../tutorials/gravity.ipynb)\n",
+ "- [Magnetics](../tutorials/magnetic.ipynb)\n",
"\n",
"to elaborate partial differential equations for EM problems:\n",
"\n",
- "- [Direct Current](dc_ip.ipynb)\n",
- "- [Magnetotellurics](mt.ipynb)\n",
- "- [Frequency-Domain EM](frequency_em.ipynb)\n",
- "- [Time-Domain EM](time_em.ipynb)\n",
+ "- [Direct Current](../tutorials/dc_resistivity.ipynb)\n",
+ "- [Magnetotellurics](../tutorials/tipper.ipynb)\n",
+ "- [Time-Domain EM](../tutorials/airborne_tem.ipynb)\n",
"\n",
"All that matters at this point is that `SimPEG` knows how to compute data given a model $\\mathbf{m}$.\n",
"\n",
@@ -79,12 +78,24 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"id": "ae60914b",
"metadata": {
"lines_to_next_cell": 2
},
- "outputs": [],
+ "outputs": [
+ {
+ "ename": "ModuleNotFoundError",
+ "evalue": "No module named 'numpy'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[1;32mIn[1], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mnumpy\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mas\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[0;32m 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mnumpy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlinalg\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m LinAlgError\n",
+ "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'numpy'"
+ ]
+ }
+ ],
"source": [
"import numpy as np\n",
"from numpy.linalg import LinAlgError"
@@ -129,16 +140,16 @@
"\n",
"## Inverse problem\n",
"\n",
- "In a mineral exploration context, we can collect data over the Earth but generally know little about the source of the signal (geology and physical properties). This is where the inversion process is required. In an ideal world we could simply perform the inverse of our forward simulation\n",
+ "In a mineral exploration context, we can collect data over the Earth, but generally know little about the source of the signal (geology and physical properties). This is where the inversion process is required. In an ideal world, we could simply perform the inverse of our forward simulation\n",
"\n",
"$$\n",
- "\\mathbf{m} = \\mathbf{F}^{-1} \\mathbf{d}\n",
+ "\\mathbf{m} = \\mathbf{F}^{-1} \\mathbf{d}\\;.\n",
"$$\n",
"\n",
- "but this operation is never possible in practice. First, there are too many unknowns compared to the amount of data, so $\\mathbf{F}^{-1}$ does not exist. Secondly, the data are generally noisy so that we would have:\n",
+ "However, this operation is never possible in practice. First, there are too many unknowns compared to the amount of data, so $\\mathbf{F}^{-1}$ does not exist. Secondly, the data are generally noisy, so we would have\n",
"\n",
"$$\n",
- "\\mathbf{m} = \\mathbf{F}^{-1} (\\mathbf{d + e})\n",
+ "\\mathbf{m} = \\mathbf{F}^{-1} (\\mathbf{d + e})\\;.\n",
"$$\n",
"\n",
"This is referred to as an ill-posed problem. A common way to still find a (good) answer is to formulate inversion as a weighted least-squares optimization problem of the form:\n",
@@ -149,7 +160,7 @@
"\n",
"such that we have a global function $\\phi(m)$ made up of two competing objectives:\n",
"\n",
- "- $\\phi_d$ is the [data misfit](data_misfit.ipynb) function that measures how well some model ($\\mathbf{m}$) can **fit the data**\n",
+ "- $\\phi_d$ is the [data misfit](./data_misfit.ipynb) function that measures how well some model ($\\mathbf{m}$) can **fit the data**\n",
"\n",
"$$\n",
"\\phi_d =\\sum_{i=1}^{N}\\left(w_i (d_i^{pred} - {d}_i^{obs})\\right)^2\n",
@@ -302,7 +313,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.10.16"
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/inversion/fundamentals.py b/docs/inversion/fundamentals.py
deleted file mode 100644
index 801126dd..00000000
--- a/docs/inversion/fundamentals.py
+++ /dev/null
@@ -1,197 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-# # Background
-#
-# This section provides the mathematical background to understand the inversion algorithm. We are going to use standard terminology and nomenclature used in the literature as a framework. Even though we are going to use mathematical expressions, it is only a vehicle to help in understanding the influence of different parameters controlling the outcome of an inversion.
-
-# ## Forward simulation
-#
-# Before we start tackling the inverse problem, it is important to talk about the `forward` simulation. In other words, how does a computer generate geophysical data given a model and topography. We can generally write this in a simple form:
-#
-# $$
-# \mathbf{d} = \mathbf{F}(\mathbf{m})
-# $$
-#
-# where
-# - $\mathbf{d}$ is the geophysical data (gravity, magnetic, voltages, etc.)
-# - $\mathbf{F}$ is some computer operation handling the physics
-# - $\mathbf{m}$ is a discrete model of physical property (density, susceptibility, conductivity, etc.)
-#
-# Note that the forward simulation $\mathbf{F}(\mathbf{m})$ varies in complexity depending on the type of geophysical survey: from a simple dense arrays for potential fields:
-#
-# - [Gravity](gravity.ipynb)
-# - [Magnetics](magnetic.ipynb)
-#
-# to elaborate partial differential equations for EM problems:
-#
-# - [Direct Current](dc_ip.ipynb)
-# - [Magnetotellurics](mt.ipynb)
-# - [Frequency-Domain EM](frequency_em.ipynb)
-# - [Time-Domain EM](time_em.ipynb)
-#
-# All that matters at this point is that `SimPEG` knows how to compute data given a model $\mathbf{m}$.
-#
-# 
-#
-# Figure showing simulated magnetic TMI data over the Flin Flon model (20 m resolution).
-
-# ### Example
-#
-# Let's look at a simple 2 parameter problem to illustrate this concept:
-#
-# $$
-# 1*x + \:2*y = d \;.
-# $$
-#
-# The same expression can be written as linear operation of matrix $\mathbf{F}$ multiplying a `model` $\mathbf{m}$ such that
-#
-# $$
-# \mathbf{F} \mathbf{m} = \mathbf{d}
-# $$
-#
-# or
-#
-# $$
-# \large[\begin{array}{ccc}
-# 1 & 2
-# \end{array}\large]\left[\begin{array}{ccc}
-# x \\ y
-# \end{array}\right] = d\;.
-# $$
-
-import numpy as np
-from numpy.linalg import LinAlgError
-
-
-F = np.c_[1, 2]
-
-# For given values for $\mathbf{m}$, we have a way to compute data $\mathbf{d}$. For example, for
-# $x = 0.5$ and $y=0.25$
-
-np.dot(F, [0.5, 0.25])
-
-# (inverse_problem)=
-#
-#
-# ## Inverse problem
-#
-# In a mineral exploration context, we can collect data over the Earth but generally know little about the source of the signal (geology and physical properties). This is where the inversion process is required. In an ideal world we could simply perform the inverse of our forward simulation
-#
-# $$
-# \mathbf{m} = \mathbf{F}^{-1} \mathbf{d}
-# $$
-#
-# but this operation is never possible in practice. First, there are too many unknowns compared to the amount of data, so $\mathbf{F}^{-1}$ does not exist. Secondly, the data are generally noisy so that we would have:
-#
-# $$
-# \mathbf{m} = \mathbf{F}^{-1} (\mathbf{d + e})
-# $$
-#
-# This is referred to as an ill-posed problem. A common way to still find a (good) answer is to formulate inversion as a weighted least-squares optimization problem of the form:
-#
-# $$
-# \underset{\mathbf{m}}{\text{min}}\; \phi(m) = \; \phi_d + \beta \; \phi_m
-# $$
-#
-# such that we have a global function $\phi(m)$ made up of two competing objectives:
-#
-# - $\phi_d$ is the [data misfit](data_misfit.ipynb) function that measures how well some model ($\mathbf{m}$) can **fit the data**
-#
-# $$
-# \phi_d =\sum_{i=1}^{N}\left(w_i (d_i^{pred} - {d}_i^{obs})\right)^2
-# $$
-#
-# In linear form this can be written as
-#
-# $$
-# \phi_d =(\mathbb{F}(\mathbf{m}) - \mathbf{d}^{obs})^T \mathbf{W}_d^T \mathbf{W}_d (\mathbb{F}(\mathbf{m}) - \mathbf{d}^{obs})\;,
-# $$
-#
-# where the data weights $\mathbf{W}_d$ are diagonal matrices with estimated data uncertainties. More details can be found in the [data misfit](data_misfit.ipynb) module.
-#
-#
-# - $\phi_m$ is a [regularization](regularization.ipynb) function measuring how well we **fit geological assumptions**
-#
-# $$
-# \phi_m =\sum_{i=1}^{N}\left(w_i f(m_i - {m}_i^{ref})\right)^2
-# $$
-#
-# In linear form this can be written as
-#
-#
-# $$
-# \phi_m = (\mathbf{m} - \mathbf{m}^{ref})^T \mathbf{R}^T \mathbf{R}(\mathbf{m} - \mathbf{m}^{ref})
-# $$
-#
-# where the operator $\mathbf{R}$ describe all functions used to guide the solution to a reference model $\mathbf{m}_{ref}$. More details can be found in the [regularization](regularization.ipynb) module. A solution for the minimum of the objective function can be computed by taking its partial derivatives with respect to the model and setting it to zero
-#
-# $$
-# \frac{\delta \phi(m)}{\delta m} = \frac{\delta \phi_d}{\delta m} + \beta \frac{\delta \phi_m}{\delta m} = 0
-# $$
-#
-# The two functions are competing for what the model $\mathbf{m}$ should look like - either fit the data ($\phi_d$) at all cost, or stay close to some geological assumptions ($\phi_m$). Finally we have our trade-off parameter $\beta$, that determines the relative importance between these two competing objectives. More details about how the optimal $\beta$ is determined can be found in the [optimization](optimization.ipynb) section.
-#
-#
-
-# ### Example
-#
-# We can reuse the two-parameter problem above to illustrate the inverse problem. We are going to ignore the issue of noise for now and simply look at the under-determined problem
-# $$
-# \large[\begin{array}{ccc}
-# 1 & 2
-# \end{array}\large]\left[\begin{array}{ccc}
-# x \\ y
-# \end{array}\right] = 1\;.
-# $$
-#
-# where we are giving data ($d=1$) and a linear operator $\mathbf{F}=[1 \; 2]$.
-
-
-# Since $\mathbf{F}$ does not have an inverse, we can instead solve the least-norm problem
-#
-# $$
-# \|\mathbf{F} \mathbf{m} -1 \|^2_2
-# $$
-#
-# which can be written as
-#
-# $$
-# \phi_d =(\mathbf{F} \mathbf{m} - 1)^T (\mathbf{F} \mathbf{m} - 1)\;.
-# $$
-#
-# Taking the derivative of $\phi_d$ with respect to the model $\mathbf{m}$ and setting it to zero yields
-#
-# $$
-# \mathbf{m} =(\mathbf{F}^T \mathbf{F})^{-1}(\mathbf{F}^T 1)\;.
-# $$
-#
-# but even here $(\mathbf{F}^T \mathbf{F})^{-1}$ is singular and cannot be inverted directly as shown below
-
-try:
- np.linalg.solve(np.dot(F.T, F), F.T * np.r_[1])
-except LinAlgError as error:
- print(error)
-
-# We can get around this by adding a small value to `regularize` the system such that
-#
-# $$
-# \mathbf{m} =(\mathbf{F}^T \mathbf{F} + \delta \mathbf{I})^{-1}(\mathbf{F}^T 1)\;.
-# $$
-
-np.linalg.solve(np.dot(F.T, F) + 1e-12 * np.eye(2), F.T * np.r_[1])
-
-# We have found a solution to this under-determined problem: $m = [0.2,\; 0.4]$. This result is known as the `least-norm` solution, which differs from the true answer $m = [0.5, \;0.25]$. Other "better" solutions could be found if more information is provided to the inverse problem to push the model towards expected values. This will be the topic of the [Regularization Section](regularization.ipynb)
-
-#
diff --git a/docs/inversion/index.ipynb b/docs/inversion/index.ipynb
index 4673b1b9..235e55f9 100644
--- a/docs/inversion/index.ipynb
+++ b/docs/inversion/index.ipynb
@@ -7,7 +7,7 @@
"source": [
"# Fundamentals\n",
"\n",
- "This module documents the use of [SimPEG](simpeg.xyz) for geophysical data inversion with user-interface (UIjson) made available through the [Mira Geoscience-geoapps](https://mirageoscience-geoapps.readthedocs-hosted.com/) project. While the code itself has its own documentation, there is a need to demonstrate the effect of parameters controlling the inversion. This document is meant to be a reference guide with practical examples to help practitioners with their inversion work.\n",
+ "This module documents the use of [SimPEG](https://simpeg.xyz/) for geophysical data inversion with user-interface (UIjson) made available through the [Mira Geoscience-geoapps](https://mirageoscience-geoapps.readthedocs-hosted.com/) project. While the code itself has its own documentation, there is a need to demonstrate the effect of parameters controlling the inversion. This document is meant to be a reference guide with practical examples to help practitioners with their inversion work.\n",
"\n",
"\n",
"- [Background](fundamentals.ipynb): An overview of the inversion framework.\n",
@@ -24,14 +24,6 @@
"\n",
""
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "a67ee4b4-0500-4414-917b-9bce3ce1e801",
- "metadata": {},
- "outputs": [],
- "source": []
}
],
"metadata": {
@@ -50,7 +42,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.10.16"
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/inversion/index.py b/docs/inversion/index.py
deleted file mode 100644
index a1acbb68..00000000
--- a/docs/inversion/index.py
+++ /dev/null
@@ -1,32 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-# # Fundamentals
-#
-# This module documents the use of [SimPEG](simpeg.xyz) for geophysical data inversion with user-interface (UIjson) made available through the [Mira Geoscience-geoapps](https://mirageoscience-geoapps.readthedocs-hosted.com/) project. While the code itself has its own documentation, there is a need to demonstrate the effect of parameters controlling the inversion. This document is meant to be a reference guide with practical examples to help practitioners with their inversion work.
-#
-#
-# - [Background](fundamentals.ipynb): An overview of the inversion framework.
-#
-# - [Data Fit](data_misfit.ipynb): Assigning uncertainties and global target (data misfit).
-#
-# - [Constraints](regularization.ipynb): Adding modeling constraints (regularization).
-#
-# - [Mesh Design](mesh_design.ipynb): Designing an inversion mesh.
-#
-# - [Joint/Coupling Strategies](joint_inversion.ipynb): Inverting multiple geophysical surveys.
-#
-# - [Depth of Investigation](depth_of_investigation.ipynb): Using sensitivities to set depth extents
-#
-# 
diff --git a/docs/inversion/joint_inversion.py b/docs/inversion/joint_inversion.py
deleted file mode 100644
index bf37d31d..00000000
--- a/docs/inversion/joint_inversion.py
+++ /dev/null
@@ -1,113 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-# # Joint Inversion
-#
-# This section introduces the methodology to invert multiple datasets jointly.
-
-# ## Joint Surveys Inversion
-#
-#
-# As illustrated below, the `joint surveys` program allows to invert multiple datasets at once for a single physical property model. The goal is to combine complementary information from various geophysical surveys that sense the Earth differently.
-#
-# 
-#
-# For example, a magnetotelluric survey is mostly sensitive to deep structures but can still be affected by local changes in resistivity near the sensor locations. A ground direct-current survey on the other hand is highly sensitive to near surface changes in resistivity. Inverting both surveys together would provide complementary information that improves our modeling capabilities overall.
-#
-# This joint inversion problem does not require a coupling term - simply the summation of multiple misfit functions. Extending the objective function described in the [inverse problem](inverse_problem) section, our new misfit function becomes
-#
-# $$
-# \phi_d = \phi_d^A + \phi_d^B + ...
-# $$
-#
-# or
-#
-# $$
-# \phi_d = \sum_{j=A, B, C} \phi_d^j
-# $$
-#
-# Since each misfit tries to update the same model values, the partial derivatives of each function is also a summation, such that
-#
-# $$
-# \frac{\delta \phi_d}{\delta m} = \sum_{j=A, B, C} \frac{\delta \phi_d^j}{\delta m}
-# $$
-#
-# The joint survey inversion user requires a list of standalone inversion groups as input.
-
-# ## Joint Properties Inversion
-#
-# The more general joint inversion strategy tries to find commonality between different physical properties models. The goal is to invert for a `common Earth model` based on multiple geophysical surveys that might provide complementary information. For example, one could invert a direct-current resisitivity survey for the thickness of overburden, along with a gravity survey to highlight the density of targets under cover. Both geophysical survey are sensitive to different components of the sub-surface, but can greatly help each other in reducing ambiguity about the position and shape of physical property contrasts.
-#
-# This kind of joint inversion requires a `coupling` term in order to tie those physical properties together.
-#
-# 
-#
-#
-# In this case, the model $m$ is made up of N-number of sub-models, one per misfit function. The derivatives of the misfit function become
-#
-# $$
-# \frac{\delta \phi_d}{\delta m} = \sum_{j=a, b, c} \frac{\delta \phi_d}{\delta m_j}
-# $$
-#
-# where the subscript $j$ denotes the component of the model (either resistivity, magnetization or density). Each misfit function incluences a different subset of the model.
-#
-# The following coupling terms are available through the SimPEG framework {cite:p}`heagy_2017`:
-#
-# - [Cross-gradient](cross-gradient)
-# - [Linear Correspondence](linear-correspondence)
-#
-# - [Petrophysically Guided Inversion (PGI)](pgi)
-
-# (cross-gradient)=
-#
-# ### Cross-gradient
-#
-# The `cross-gradient` regularization was first introduced by {cite:p}`gallardo2003` to constrain electrical resistivity and seismic velocity inversions, but the same strategy applies to any physical property models. As the name states, the method employs the cross product on the spatial gradients of models such that
-#
-# $$
-# \phi_c(\mathbf{m_A},\mathbf{m_B}) = \sum_{i=1}^{M} \| \nabla \mathbf{m_A}_i \times \nabla \mathbf{m_B}_i \|^2
-# $$
-#
-# where $\nabla \mathbf{m_A}$ and $\nabla \mathbf{m_B}$ are the gradients for two distinct physical properties (density, magnetization components, resitivity, etc.). Since the cross-product of two vectors is also a vector, we use the total length (l2-norm) of the cross-product. The constraint is small (no impact) if the gradients of the models are either aligned or zero. Conversely, the measure becomes large if edges in the physical models are perpendicular with each other. Since we are attempting to minimize this function, this constraint will force model boundaries to occur at the same location or not at all.
-#
-# It is possible to constrain more than two physical property models by adding multiple cross-gradient terms for every pair of models such that
-#
-# $$
-# \phi_c(\mathbf{m_A},\mathbf{m_B}, \mathbf{m_C}) = \alpha_{AB} \phi(\mathbf{m_A},\mathbf{m_B}) + \alpha_{AC}\phi(\mathbf{m_A},\mathbf{m_C}) + \alpha_{BC} \phi(\mathbf{m_B},\mathbf{m_C})
-# $$
-#
-# and so on. Each term has a scaling parameter ($\alpha$) to control the importance of specific cross-gradient terms.
-#
-#
-# (linear-correspondence)=
-#
-# ### Linear Correspondence
-#
-# To be continued
-#
-#
-# (pgi)=
-#
-# ### Petrophysically Guided Inversion (PGI)
-#
-# To be continued
-
-# ## Mesh creation
-#
-# This section provides details on how to create the forward simulation meshes for each survey in preparation for a joint inversion. While all the misfit functions try to influence a model $m$ defined on a global mesh, individual forward simulations $\mathbb{F}^j(m)$ can be defined on sub-domains adapted to their specific array configurations. For example, an airborne EM simulation may require small cells in the air for numerical accuracy, while a dc-resisitivity survey only requires cells below ground at the transmitter-receiver pole locations.
-#
-#
-# To be continued
-#
-#
diff --git a/docs/inversion/mesh_design.ipynb b/docs/inversion/mesh_design.ipynb
index 43c1674a..0362863b 100644
--- a/docs/inversion/mesh_design.ipynb
+++ b/docs/inversion/mesh_design.ipynb
@@ -7,6 +7,8 @@
"source": [
"\n",
"\n",
+ "(mesh-design)=\n",
+ "\n",
"# Mesh design\n",
"\n",
"An appropriately designed computational mesh is an important component to the geophysical inversion. There are both general and survey-specific strategies that may be used to design 'good' meshes for inversion. This section provides complementary details to the core [Octree creation](https://mirageoscience-octree-creation-app.readthedocs-hosted.com/en/latest) documentation, so readers may want to reference both. \n",
@@ -16,17 +18,21 @@
"\n",
"An Octree mesh can be though of as the combination of a base mesh and refinements. The base mesh is defined by the core extent, padding, and the base cell resolution. These concepts are explored in further detail in the following sub-sections.\n",
"\n",
- "- [A region of interest (extent)](#Mesh-extent)\n",
- "- [Base cell resolution](#Base-cell-size)\n",
- "- [Padding distance](#Padding-cells)\n",
+ "- [A region of interest (extent)](mesh-extent)\n",
+ "- [Base cell resolution](base-cell-size)\n",
+ "- [Padding distance](padding-distance)\n",
"\n",
"\n",
"\n",
"\n",
+ "(mesh-extent)=\n",
+ "\n",
"### Mesh extent\n",
"\n",
"The mesh extent is provided as a `geoh5py.object` from which the bounding box is computed. For geophysical inversion this will in most cases be the geophysical survey object so that core region of the mesh will be centered below the data. For all `geoh5py.BaseSurvey` objects that contain a `complement` object (transmitters, base stations, current electrodes), the extent will be computed from the superposition of the object and it's complement.\n",
"\n",
+ "(base-cell-size)=\n",
+ "\n",
"### Base cell size\n",
"\n",
"Next, we need to define a base cell size for the core region. A few criteria need to be taken into consideration:\n",
@@ -38,6 +44,8 @@
"Numerical artefacts due to the discretization of topography decay sufficiently when receivers are roughly two cell dimensions away from the nearest edge or corner of a mesh cell in the air/earth boundary. For example, if the lowest drape height in given airborne survey is 60 m, a prudent cell size would be in the range of ~30 m. Another rule of thumb is that the cell size should be smaller than half the smallest data spacing. This is especially important for electrical methods where the electric field may be discontinuous and numerical artefacts may arise if the cells are not small enough to capture rapid changes in the field. For example, a 40m dipole direct-current survey would suggest a cell size around ~20m.\n",
"\n",
"\n",
+ "(padding-distance)=\n",
+ "\n",
"### Padding cells\n",
"\n",
"As a general rule of thumb, the padding region should be at least as wide as the data extent in order to easily model features with wavelengths that may extend beyond the surveyed area.\n",
@@ -142,7 +150,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.10.16"
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/inversion/mesh_design.py b/docs/inversion/mesh_design.py
deleted file mode 100644
index 319ef760..00000000
--- a/docs/inversion/mesh_design.py
+++ /dev/null
@@ -1,122 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-#
-#
-# # Mesh design
-#
-# An appropriately designed computational mesh is an important component to the geophysical inversion. There are both general and survey-specific strategies that may be used to design 'good' meshes for inversion. This section provides complementary details to the core [Octree creation](https://mirageoscience-octree-creation-app.readthedocs-hosted.com/en/latest) documentation, so readers may want to reference both.
-#
-#
-# ## Base parameters
-#
-# An Octree mesh can be though of as the combination of a base mesh and refinements. The base mesh is defined by the core extent, padding, and the base cell resolution. These concepts are explored in further detail in the following sub-sections.
-#
-# - [A region of interest (extent)](#Mesh-extent)
-# - [Base cell resolution](#Base-cell-size)
-# - [Padding distance](#Padding-cells)
-#
-#
-# 
-#
-# ### Mesh extent
-#
-# The mesh extent is provided as a `geoh5py.object` from which the bounding box is computed. For geophysical inversion this will in most cases be the geophysical survey object so that core region of the mesh will be centered below the data. For all `geoh5py.BaseSurvey` objects that contain a `complement` object (transmitters, base stations, current electrodes), the extent will be computed from the superposition of the object and it's complement.
-#
-# ### Base cell size
-#
-# Next, we need to define a base cell size for the core region. A few criteria need to be taken into consideration:
-#
-# - Sources/receivers separation
-# - Terrain clearance (height above ground)
-# - Modeling resolution (size of the target)
-#
-# Numerical artefacts due to the discretization of topography decay sufficiently when receivers are roughly two cell dimensions away from the nearest edge or corner of a mesh cell in the air/earth boundary. For example, if the lowest drape height in given airborne survey is 60 m, a prudent cell size would be in the range of ~30 m. Another rule of thumb is that the cell size should be smaller than half the smallest data spacing. This is especially important for electrical methods where the electric field may be discontinuous and numerical artefacts may arise if the cells are not small enough to capture rapid changes in the field. For example, a 40m dipole direct-current survey would suggest a cell size around ~20m.
-#
-#
-# ### Padding cells
-#
-# As a general rule of thumb, the padding region should be at least as wide as the data extent in order to easily model features with wavelengths that may extend beyond the surveyed area.
-#
-# In the case of EM modeling, we also need to consider the diffusion distance of the EM fields. The [skin depth](http://em.geosci.xyz/content/maxwell1_fundamentals/harmonic_planewaves_homogeneous/skindepth.html?highlight=skin%20depth#approximations) represents the distance over which the fields decay by a factor of $1/e$. The skin depth can thus be used to add a padding distance that incorporates the minimum area within which the fields have any influence on the solution. The skin depth can be calculated for the frequency-domain system by:
-#
-# $$
-# \delta = 503 \sqrt{\frac{\rho}{f}}
-# $$
-#
-# where $\rho$ is the expected resistivity of the background and $f$ is the base frequency of the system.
-#
-# Equivalently, for time-domain systems
-#
-#
-# $$
-# \delta = \sqrt{\frac{2t \; \rho}{\mu_0}} \approx 1261 \sqrt{t \; \rho}
-# $$
-#
-# where $t\;(sec)$ is the largest time measured by the system, $\rho \; (\Omega.m)$ is the expected resistivity of the background and $\mu_0 \; (4 \pi * 1e-7)$ is the permeability of free space.
-#
-#
-#
-#
-
-# ## Refinements
-#
-# An octree mesh can be refined in specific regions - warranted for either numerical accuracy or modeling purposes. Fine cells can be "added" to the octree grid using various insertion methods that depend on the type of object used:
-#
-# - Radial: Add concentric spherical shells of cells around points. It is the default behaviour for `Points`-like objects.
-# - Line: Add concentric tubes around line segments. It is the default discretization for line sources (EM loops) and `Curve` objects.
-# - Surface: Add layers of cells along triangulated surfaces in 3D. It is the default behaviour for `Surface` objects and mostly used to refine known boundaries between geological domain and topography.
-# - Horizon [Optional]: Add horizontal layers of cells below a triangulated surface computed from the input object's vertices. This is a useful option to create a core region below the survey area.
-#
-# See the [Octree-Creation-App: Refinements](https://mirageoscience-octree-creation-app.readthedocs-hosted.com/en/latest/methodology.html#refinements) section for more details.
-#
-#
-#
-# ### For direct-current survey
-#
-# For EM methods, such as electrical direct-current surveys, the numerical accuracy of the forward simulation is the primary factor to decide on a mesh refinement strategy. It is important to have several small cells around each source and receivers for solving partial differential equations accurately. In this case, dipole source and receivers must be converted to a `Points` object in order to trigger a `radial` refinement. Concentric shells of cells are added around each source/receiver poles.
-#
-# 
-#
-#
-# A second level of `Surface` refinement was added along the triangulated topography. Only coarse cells (3th octree level) were needed to preserve good continuity of the fields near the boundary of the domain.
-#
-# ### For gravity and magnetic surveys
-#
-#
-# For potential field methods, the forward simulation is achieved via integration over prisms (linear operator) which is much less sensitive to the choice of discretization. Moreover, only cells below topography (active cells) are considered. For a more optimal mesh design, only fine cells are required at the air-ground interface. A `horizon` style refinement was used in order to add layers of fine cells below the footprint of the gravity and magnetic sensors. The maximum `distance` parameter was set to 100 m to reduce the number of small cells away from the receiver locations.
-#
-# 
-
-# ## Auto-mesh
-#
-# The mesh can be generated in an automatic fashion where the meshing parameters are estimated from the geometry of survey and topography. The mesh parameter in the SimPEG ui.json files is optional. If the user leaves the mesh empty, a mesh will be created during setup for the subsequent inversion. This section describes how the meshing parameters are estimated for the auto-mesh routine.
-#
-# ### Core parameters
-#
-# The auto-mesh routine refines radially about the survey locations and below the topography surface. The refinement for the survey creates three concentric shells of four cells at each level. The topography refinement places a single layer of two cells in the third octree level below the earth-air interface. The minimum level is set to six adding a base refinement to the whole mesh so that the cells in the padding region do not coarsen excessively.
-#
-# ### Cell size
-#
-# The cell size will be chosen as half the median station spacing of the survey.
-#
-# 
-#
-# ### Padding
-#
-# The padding size can be estimated from the extent of the survey object. The auto-mesh will first compute the horizontal extent and take half of the largest extent (in x/y) for the horizontal padding parameters.
-#
-# 
-#
-#
diff --git a/docs/inversion/optimization.ipynb b/docs/inversion/optimization.ipynb
new file mode 100644
index 00000000..79b6508b
--- /dev/null
+++ b/docs/inversion/optimization.ipynb
@@ -0,0 +1,37 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "ab2fd576",
+ "metadata": {},
+ "source": [
+ "# Optimization\n",
+ "\n",
+ "This section breaks down the algorithm that solves the inverse problem in the form of an optimization problem.\n",
+ "\n",
+ "To be continued..."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/docs/inversion/regularization.ipynb b/docs/inversion/regularization.ipynb
index 86837ecd..a40f8315 100644
--- a/docs/inversion/regularization.ipynb
+++ b/docs/inversion/regularization.ipynb
@@ -5,6 +5,8 @@
"id": "3a9fd274",
"metadata": {},
"source": [
+ "(regularization)=\n",
+ "\n",
"# Constraints (Regularization)\n",
"\n",
"This section focuses on the regularization functions, or constraints, that can be used to inject \"geological knowledge\" into the inversion process. More specifically, this section covers the weighted least-squares regularization functions:\n",
@@ -13,7 +15,7 @@
"\n",
"- [General Lp-norms](lp-norm)\n",
"\n",
- "While often referred to as an \"unconstrained inversion\", one could argue that the conventional model norm regularizations do still incorporate some degree of geological information, at least in the form of physical property distribution. Exactly what kind of a priori information is available dictates the complexity of the constraints. For more advanced petrophysical and/or geometric constraints, see the [Joint Inversion](#joint_inversion.ipynb) section."
+ "While often referred to as an \"unconstrained inversion\", one could argue that the conventional model norm regularizations do still incorporate some degree of geological information, at least in the form of physical property distribution. Exactly what kind of a priori information is available dictates the complexity of the constraints. For more advanced petrophysical and/or geometric constraints, see the [Joint Inversion](./joint_inversion.ipynb) section."
]
},
{
@@ -152,7 +154,7 @@
"\n",
"Here the superscript $(k)$ denotes the inversion iteration number. This is also known as an iterative re-weighted least-squares (IRLS) method. For more details on the implementation refer to {cite:t}`fournier_2019`.\n",
"\n",
- "The next two sub-sections apply this methodology to the [model smallness](#Reference-model) and [model smoothness](#Model-smoothness) regularizers.\n",
+ "The next two sub-sections apply this methodology to the [model smallness](reference-model) and [model smoothness](model-smoothness) regularizers.\n",
"\n",
"\n",
"\n",
@@ -165,6 +167,8 @@
"id": "a89bf21c",
"metadata": {},
"source": [
+ "(reference-model)=\n",
+ "\n",
"### Smallness norm model\n",
"\n",
"The first option is to impose sparsity assumptions on the model values.\n",
@@ -176,7 +180,11 @@
"\n",
"That is, we ask the inversion to recover anomalies that have small volumes but large physical property contrasts. This is desirable if we know the geological bodies to be discrete and compact (e.g. kimberlite pip, dyke, etc.). The example below demonstrates the outcome of an inversion for different combinations of norms applied to the model\n",
"\n",
- "\n",
+ "```{figure} ./images/sparse_models.png\n",
+ "---\n",
+ "name: sparse_model\n",
+ "---\n",
+ "```\n",
"\n",
"The [figure above](sparse_model) shows vertical sections through the true and recovered models (from left to right) with L2, L1 and L0-norm on the model values.\n",
"\n",
@@ -197,6 +205,8 @@
"id": "24179e0b",
"metadata": {},
"source": [
+ "(model-smoothness)=\n",
+ "\n",
"### Smoothness norm model\n",
"\n",
"Next, we explore the effect of applying sparse norms on the model gradients. We have two options.\n",
@@ -217,8 +227,11 @@
"\n",
"In this case, we are requesting a model that has either large or no (zero) gradients. This promotes anomalies with sharp contrast and constant values within.\n",
"\n",
- "\n",
- "\n",
+ "```{figure} ./images/flat_models.png\n",
+ "---\n",
+ "name: flat_model\n",
+ "---\n",
+ "```\n",
"\n",
"The [figure above](flat_model) shows vertical sections through the true and recovered models (from left to right) with L2, L1 and L0-norm on the model gradients.\n",
"\n",
@@ -244,21 +257,22 @@
"\\phi(m) \\approx \\sum_{i} \\sqrt{(\\mathbf{G}_x \\mathbf{m})_i^2 + (\\mathbf{G}_y \\mathbf{m})_i^2 + (\\mathbf{G}_z \\mathbf{m})_i^2} \\;,\n",
"$$\n",
"\n",
- "we recover the total-variation (TV) function. Lastly for $p=2$\n",
+ "we recover the total-variation (TV) function. \n",
+ "Lastly, for $p=2$\n",
"\n",
"$$\n",
- "\\phi(m) = \\sum_{i} (\\mathbf{G}_x \\mathbf{m})_i^2 + (\\mathbf{G}_y \\mathbf{m})_i^2 + (\\mathbf{G}_z \\mathbf{m})_i^2\n",
+ "\\phi(m) = \\sum_{i} (\\mathbf{G}_x \\mathbf{m})_i^2 + (\\mathbf{G}_y \\mathbf{m})_i^2 + (\\mathbf{G}_z \\mathbf{m})_i^2 \\;,\n",
"$$\n",
"\n",
- "we recover the [smooth regularization](smooth-reg).\n",
+ "we recover the smooth regularization.\n",
"\n",
"\n",
"#### Gradient type: Components\n",
"\n",
- "Alternatively, we can treat each gradient term independently such that\n",
+ "Alternatively, we can treat each gradient term independently, such that\n",
"\n",
"$$\n",
- "\\phi(m) = \\| \\mathbf{G}_x \\mathbf{m} \\|_p + \\| \\mathbf{G}_y \\mathbf{m} \\|_p + \\| \\mathbf{G}_z \\mathbf{m} \\|_p\n",
+ "\\phi(m) = \\| \\mathbf{G}_x \\mathbf{m} \\|_p + \\| \\mathbf{G}_y \\mathbf{m} \\|_p + \\| \\mathbf{G}_z \\mathbf{m} \\|_p \\;.\n",
"$$\n",
"\n",
"This formulation tends to recover box-like anomalies with edges aligned with the Cartesian axes. This is generally not desirable unless the gradients can be rotated in 3D.\n"
@@ -290,6 +304,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/inversion/regularization.py b/docs/inversion/regularization.py
deleted file mode 100644
index 48fe3f6f..00000000
--- a/docs/inversion/regularization.py
+++ /dev/null
@@ -1,257 +0,0 @@
-# ---
-# jupyter:
-# jupytext:
-# text_representation:
-# extension: .py
-# format_name: light
-# format_version: '1.5'
-# jupytext_version: 1.16.7
-# kernelspec:
-# display_name: Python 3 (ipykernel)
-# language: python
-# name: python3
-# ---
-
-# # Constraints (Regularization)
-#
-# This section focuses on the regularization functions, or constraints, that can be used to inject "geological knowledge" into the inversion process. More specifically, this section covers the weighted least-squares regularization functions:
-#
-# - [Conventional L2-norm](l2-norm)
-#
-# - [General Lp-norms](lp-norm)
-#
-# While often referred to as an "unconstrained inversion", one could argue that the conventional model norm regularizations do still incorporate some degree of geological information, at least in the form of physical property distribution. Exactly what kind of a priori information is available dictates the complexity of the constraints. For more advanced petrophysical and/or geometric constraints, see the [Joint Inversion](#joint_inversion.ipynb) section.
-
-# (l2-norm)=
-#
-# ## L2-norm regularization
-#
-# The conventional L2-norm regularization function imposes constraints based on the least-square measure with respect to the inversion model value
-#
-# $$
-# \phi(m) = \| f(\mathbf{m}) \|_2^2 \;,
-# $$
-#
-# where $f(\mathbf{m})$ is any linear function of the model $\mathbf{m}$. The following sections introduce the conventional model "smallness" and "smoothness" functions.
-#
-#
-# ### Model smallness
-#
-# In the seminal work of {cite:t}`TikhonovArsenin77`, the function $f(\mathbf{m})$ simply measures the deviation between the inversion model from a reference
-#
-# $$
-# f_s(\mathbf{m}) = \mathbf{m} - \mathbf{m}_{ref} \;,
-# $$
-#
-# where $\mathbf{m}_{ref}$ is a reference model. This function tries to keep the model "small", as large deviations from the reference value are penalized more heavily. The reference model can vary in complexity, from a constant background value to a full 3D geological representation of the physical property. This constitutes our first constraint.
-#
-# 
-#
-#
-# (smooth-ref)=
-#
-# ### Model smoothness
-#
-# A second set of terms can be added to the regularization function to apply constraints on the model gradients, or roughness of the solution. Following the notation used in {cite:t}`LiOldenburg1998` and others before,
-#
-# $$
-# f_x(\mathbf{m}) = \mathbf{G}_x (\mathbf{m} - \mathbf{m}_{ref}) \;,
-# $$
-#
-# where $\mathbf{G}_x$ is a finite difference operator that measures the gradient of the model $\mathbf{m}$ along one of the Cartesian directions (`x` for Easting). This function keeps the model "smooth", as large gradients (sharp contrasts) are penalized strongly. Two additional terms are needed to measure the model gradients along the Northing ($f_y$) and vertical ($f_z$) direction.
-#
-#
-# ### Scaling
-#
-# For 3D inverse problems, the full regularization function contains 4 terms: one for the reference model and three terms for the smoothness measures along the three Cartesian axes:
-#
-# $$
-# \phi_m = \sum_{i = s,x,y,z} \alpha_i \| \mathbf{W}_i f_i(\mathbf{m}) \|_2^2
-# $$
-#
-# Note that we have added scaling parameters $\alpha_i$ to each function. The role of those multipliers is two-fold:
-#
-# - User-defined weights to emphasize the contribution of a particular function
-#
-# - Dimensionality scaling to level the functions with each other.
-#
-# Dimensionality scales arise from the difference operators:
-#
-# $$
-# \phi_x(m) = \sum_{i=1}^{N_{fx}} \left(\frac{\Delta m_i}{h_{xi}}\right)^2
-# $$
-#
-# such that $\Delta m_i$ is the difference in model values between two cells separated by a distance $h_{xi}$ along the x-axis. When adding together the [reference](#Model smallness) and [model smoothnedd](#Model smoothness) terms in the regularization, it is obvious that the scale factor of $h^{-2}$ would favor $\phi_m$ to have a larger impact on the solution. The standard practice is to weight down the influence of the reference model accordingly.
-#
-#
-# **Note**
-#
-# For all SimPEG inversions, dimensionality scaling of $h^2$ is applied directly for the gradient terms by the program, allowing the default state to be all 1s for simplicity.
-#
-#
-# 
-#
-#
-#
-# ### Model weights (future option)
-#
-#
-# Any of the regularization functions mentioned above can be further augmented with weights associated with each model cell such that
-#
-# $$
-# \phi_i = \| \mathbf{W}_i f_i(\mathbf{m}) \|_2^2
-# $$
-#
-# where $\mathbf{W}_i$ contains positive values that change the relative strength of the regularization function in specific volumes of the 3D space. This is typically done for advanced constraints to reflect variable degrees of confidence in the reference geological model (e.g. high near the surface, low at depth). This option is currently not available but it is planned to be included in geoapps v0.12.0.
-#
-#
-
-# (lp-norm)=
-#
-# ## Sparse regularization
-#
-#
-# It is possible to generalize the conventional least-squares approach such that we can recover different solutions with variable degrees of sparsity {cite:t}`fournier_2019`. The goal is to explore the model space by changing our assumption about the character of the solution, in terms of volume of the anomalies and sharpness of contrasts between domains. We can do this by changing the "ruler" by which we evaluate the model function $f(\mathbf{m})$.
-#
-#
-# ### Approximated $L_p$-norm
-#
-# Since the general $L_p$ norm is not linear with respect to the model, an approximation is used where
-#
-# $$
-# \phi(m) = \| f(\mathbf{m}) \|_p
-# $$
-#
-# $$
-# \sum_{j}^M {|f(m)_i |}^p \approx \sum_{i} {\frac{ {f(m)_i}^2}{\left( {{f(m)_i}}^{2} + \epsilon^2 \right)^{1-p/2 }}}
-# $$
-#
-# where $p$ is any constant between $[0,\;2]$. This is a decent approximation of the $l_p$-norm for any of the functions presented in the [L2-norm](l2-norm) section.
-#
-# 
-#
-# Note that choosing a different $l_p$-norm greatly changes how we measure the function $f(m)$. Rather than simply increasing exponentially with the size of $f(m)$, small norms increase the penalty on low $f(m)$ values.
-# As $p\rightarrow 0$, we attempt to recover as few non-zero elements, which in turn favour sparse solutions.
-#
-# Since it is a non-linear function with respect to $\mathbf{m}$, we must first linearize it as
-#
-# $$
-# \| f(\mathbf{m})_i \|_p \approx \| \mathbf{R}_i f(\mathbf{m})_i\|
-# $$
-#
-# where
-#
-# $$
-# \mathbf{R}_i = {\frac{1}{\left( {{f(m)^{(k-1)}_i}}^{2} + \epsilon^2 \right)^{1-p/2 }}}\,.
-# $$
-#
-# Here the superscript $(k)$ denotes the inversion iteration number. This is also known as an iterative re-weighted least-squares (IRLS) method. For more details on the implementation refer to {cite:t}`fournier_2019`.
-#
-# The next two sub-sections apply this methodology to the [model smallness](#Reference-model) and [model smoothness](#Model-smoothness) regularizers.
-#
-# 
-#
-#
-#
-
-# ### Smallness norm model
-#
-# The first option is to impose sparsity assumptions on the model values.
-#
-# $$
-# \phi(m) = \| (\mathbf{m} - \mathbf{m}_{ref} \|_p \;.
-# $$
-#
-#
-# That is, we ask the inversion to recover anomalies that have small volumes but large physical property contrasts. This is desirable if we know the geological bodies to be discrete and compact (e.g. kimberlite pip, dyke, etc.). The example below demonstrates the outcome of an inversion for different combinations of norms applied to the model
-#
-# 
-#
-# The [figure above](sparse_model) shows vertical sections through the true and recovered models (from left to right) with L2, L1 and L0-norm on the model values.
-#
-# Note that as $p \rightarrow 0$ the volume of the anomaly shrinks to a few non-zero elements while the physical property contrasts increase. They generally agree on the center position of the anomaly but differ greatly on the extent and shape.
-#
-# 
-#
-# No smoothness constraints were used ($\alpha_{x,y,z} = 0$), only a penalty on the reference model ($m_{ref} = 0$).
-#
-#
-# All those models fit the data to the target [data misfit](data_misfit) and are therefore valid solutions to the inversion.
-#
-#
-
-# ### Smoothness norm model
-#
-# Next, we explore the effect of applying sparse norms on the model gradients. We have two options.
-#
-# #### Gradient type: Total
-#
-# The favoured approach is to measure the total gradient of the model
-#
-# $$
-# \phi(m) = \| |\nabla \mathbf{m}| \|_p
-# $$
-#
-# or in matrix form
-#
-# $$
-# \phi(m) = \| \sqrt{(\mathbf{G}_x \mathbf{m})^2 + (\mathbf{G}_y \mathbf{m})^2 + (\mathbf{G}_z \mathbf{m})^2} \|_p \;.
-# $$
-#
-# In this case, we are requesting a model that has either large or no (zero) gradients. This promotes anomalies with sharp contrast and constant values within.
-#
-# 
-#
-#
-# The [figure above](flat_model) shows vertical sections through the true and recovered models (from left to right) with L2, L1 and L0-norm on the model gradients.
-#
-# 
-#
-# No reference model was used ($\alpha_s = 0$) with uniform norm values on all three Cartesian components.
-#
-# All those models also fit the data to the target [data misfit](data_misfit) and are therefore valid solutions to the inversion. Note that as $p \rightarrow 0$ the edges of the anomaly become tighter while variability inside the body diminishes. They generally agree on the center position of the anomaly but differ greatly on the extent and shape.
-#
-#
-#
-# **Note**
-#
-# In the literature, the majority of studies on sparse norms use the L1-norm on the model gradients, also called `Total Variation` inversion. While the implementation may differ slightly, the general $l_p$-norm methodology presented above covers this specific case. We can re-write
-#
-# $$
-# \sum_{i} {|f(m)_i |}^p \approx \sum_{i} {\frac{ (\mathbf{G}_x \mathbf{m})_i^2 + (\mathbf{G}_y \mathbf{m})_i^2 + (\mathbf{G}_z \mathbf{m})_i^2}{\left( (\mathbf{G}_x \mathbf{m})_i^2 + (\mathbf{G}_y \mathbf{m})_i^2 + (\mathbf{G}_z \mathbf{m})_i^2 + \epsilon^2 \right)^{1-p/2 }}} \;.
-# $$
-#
-# Then for $p=1$
-#
-# $$
-# \phi(m) \approx \sum_{i} \sqrt{(\mathbf{G}_x \mathbf{m})_i^2 + (\mathbf{G}_y \mathbf{m})_i^2 + (\mathbf{G}_z \mathbf{m})_i^2} \;,
-# $$
-#
-# we recover the total-variation (TV) function. Lastly for $p=2$
-#
-# $$
-# \phi(m) = \sum_{i} (\mathbf{G}_x \mathbf{m})_i^2 + (\mathbf{G}_y \mathbf{m})_i^2 + (\mathbf{G}_z \mathbf{m})_i^2
-# $$
-#
-# we recover the [smooth regularization](smooth-reg).
-#
-#
-# #### Gradient type: Components
-#
-# Alternatively, we can treat each gradient term independently such that
-#
-# $$
-# \phi(m) = \| \mathbf{G}_x \mathbf{m} \|_p + \| \mathbf{G}_y \mathbf{m} \|_p + \| \mathbf{G}_z \mathbf{m} \|_p
-# $$
-#
-# This formulation tends to recover box-like anomalies with edges aligned with the Cartesian axes. This is generally not desirable unless the gradients can be rotated in 3D.
-#
-
-# ## Mixed norms
-#
-# The next logical step is to mix different norms on both the smallness and smoothness constraints. This gives rise to a "space" of models bounded by all possible combinations on $[0, 2]$ applied to each function independently.
-#
-# To be continued...
-
-#
-#
diff --git a/docs/case_study/airborne_tem.ipynb b/docs/tutorials/airborne_tem.ipynb
similarity index 92%
rename from docs/case_study/airborne_tem.ipynb
rename to docs/tutorials/airborne_tem.ipynb
index 234ac726..2baacb22 100644
--- a/docs/case_study/airborne_tem.ipynb
+++ b/docs/tutorials/airborne_tem.ipynb
@@ -97,7 +97,6 @@
"```{figure} ./images/atem/time_spacing.png\n",
"---\n",
"scale: 50%\n",
- "name: atem_forward\n",
"---\n",
"```"
]
@@ -121,7 +120,7 @@
"Core mesh parameters.\n",
"```\n",
"\n",
- "Note that the padding distances are set substantially further than for the magnetics, gravity or dc-resistivity (1 km) inversions. This is because the [diffusion distance](diffusion-distance) for a background resistivity of $1000 \\; \\Omega .m$ for the last time channel (10 msec) is roughly 3.3 km. This distance is important to satisfy the [boundary conditions](https://em.geosci.xyz/content/maxwell1_fundamentals/solving_maxwells_equations.html?highlight=boundary%20conditions#boundary-and-initial-conditions) of the underlying differential equations.\n",
+ "Note that the padding distances are set substantially further than for the magnetics, gravity or dc-resistivity (1 km) inversions. This is because the [diffusion distance](padding-distance) for a background resistivity of $1000 \\; \\Omega .m$ for the last time channel (10 msec) is roughly 3.3 km. This distance is important to satisfy the [boundary conditions](https://em.geosci.xyz/content/maxwell1_fundamentals/solving_maxwells_equations.html?highlight=boundary%20conditions#boundary-and-initial-conditions) of the underlying differential equations.\n",
"\n",
"\n",
"### Refinements\n",
@@ -205,6 +204,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/case_study/background.ipynb b/docs/tutorials/background.ipynb
similarity index 93%
rename from docs/case_study/background.ipynb
rename to docs/tutorials/background.ipynb
index 6de05e50..14d5e0b1 100644
--- a/docs/case_study/background.ipynb
+++ b/docs/tutorials/background.ipynb
@@ -71,6 +71,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/case_study/dc_resistivity.ipynb b/docs/tutorials/dc_resistivity.ipynb
similarity index 95%
rename from docs/case_study/dc_resistivity.ipynb
rename to docs/tutorials/dc_resistivity.ipynb
index 87b54c4a..36b1a729 100644
--- a/docs/case_study/dc_resistivity.ipynb
+++ b/docs/tutorials/dc_resistivity.ipynb
@@ -33,7 +33,7 @@
"\n",
"## Data\n",
"\n",
- "A ground dipole-dipole survey was simulated over the main ore body. The survey was acquired with 40 m dipole length, data measured on seven receivers per transmitter dipole. Line separation was set to 100 m ([Figure 5](dc_topo)).\n",
+ "A ground dipole-dipole survey was simulated over the main ore body. The survey was acquired with 40 m dipole length, data measured on seven receivers per transmitter dipole. Line separation was set to 100 m ([Figure 5](dc_forward)).\n",
"\n",
"The following parameters were used for the forward simulation:\n",
"\n",
@@ -159,6 +159,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/case_study/gravity.ipynb b/docs/tutorials/gravity.ipynb
similarity index 95%
rename from docs/case_study/gravity.ipynb
rename to docs/tutorials/gravity.ipynb
index fee7d79f..f6bf2aad 100644
--- a/docs/case_study/gravity.ipynb
+++ b/docs/tutorials/gravity.ipynb
@@ -67,7 +67,7 @@
"```{figure} ./images/magnetics/mesh_core.png\n",
"---\n",
"scale: 50%\n",
- "name: mag_core\n",
+ "name: grav_core\n",
"---\n",
"Core mesh parameters.\n",
"```\n",
@@ -82,7 +82,7 @@
"```{figure} ./images/magnetics/mesh_refinement.png\n",
"---\n",
"scale: 50%\n",
- "name: mag_refinement\n",
+ "name: grav_refinement\n",
"---\n",
"Refinement strategy used for the magnetic modeling.\n",
"```\n",
@@ -195,6 +195,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/case_study/images/atem/atem_configs.jpg b/docs/tutorials/images/atem/atem_configs.jpg
similarity index 100%
rename from docs/case_study/images/atem/atem_configs.jpg
rename to docs/tutorials/images/atem/atem_configs.jpg
diff --git a/docs/case_study/images/atem/atem_core.png b/docs/tutorials/images/atem/atem_core.png
similarity index 100%
rename from docs/case_study/images/atem/atem_core.png
rename to docs/tutorials/images/atem/atem_core.png
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rename from docs/case_study/images/atem/atem_data.png
rename to docs/tutorials/images/atem/atem_data.png
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rename from docs/case_study/images/atem/atem_forward.png
rename to docs/tutorials/images/atem/atem_forward.png
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rename from docs/case_study/images/atem/atem_optional.png
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rename from docs/case_study/images/atem/atem_refinement.png
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diff --git a/docs/case_study/introduction.ipynb b/docs/tutorials/introduction.ipynb
similarity index 76%
rename from docs/case_study/introduction.ipynb
rename to docs/tutorials/introduction.ipynb
index c8179a2f..04e52e44 100644
--- a/docs/case_study/introduction.ipynb
+++ b/docs/tutorials/introduction.ipynb
@@ -9,18 +9,17 @@
"\n",
"# Tutorials\n",
"\n",
- "This chapter demonstrates how to run standalone and joint inversions of geophysical data using SimPEG and the user-interface created for Geoscience ANALYST. We generated several synthetic surveys over the Flin Flon model to simulate an exploration program over a VMS deposit.\n",
+ "This chapter demonstrates how to run standalone and joint inversions of geophysical data using SimPEG and the user interface created for Geoscience ANALYST. We generated several synthetic surveys over the Flin Flon model to simulate an exploration program over a VMS deposit.\n",
"The goal is to use ground and airborne geophysics to characterize the physical property and shape of the ore body and host rocks. This case study focuses on the following three datasets and respective physical properties:\n",
"\n",
- "In preparation for the joint inversion, we first inverted each dataset independently ([Figure 1](standalone)). It serves as a quality control step for data uncertainties estimation and mesh design. We can solve possible convergence issues before attempting to couple the physical property models in a joint process.\n",
+ "In preparation for the joint inversion, we first inverted each dataset independently. It serves as a quality control step for data uncertainty estimation and mesh design. We can solve possible convergence issues before attempting to couple the physical property models in a joint process.\n",
"\n",
- "The data is then jointly with a cross-gradient coupling constraint ([Figure 2](joint)).\n",
+ "The data is then jointly with a cross-gradient coupling constraint.\n",
"\n",
"\n",
"```{figure} ./images/ore_body.png\n",
"---\n",
"height: 400px\n",
- "name: ore_body\n",
"---\n",
"Discrete geological model of the ore deposit and host units.\n",
"```\n",
@@ -42,6 +41,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/case_study/joint_inversion.ipynb b/docs/tutorials/joint_inversion.ipynb
similarity index 100%
rename from docs/case_study/joint_inversion.ipynb
rename to docs/tutorials/joint_inversion.ipynb
diff --git a/docs/case_study/magnetic.ipynb b/docs/tutorials/magnetic.ipynb
similarity index 97%
rename from docs/case_study/magnetic.ipynb
rename to docs/tutorials/magnetic.ipynb
index 278521d3..94b3d5f5 100644
--- a/docs/case_study/magnetic.ipynb
+++ b/docs/tutorials/magnetic.ipynb
@@ -217,6 +217,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/docs/case_study/tipper.ipynb b/docs/tutorials/tipper.ipynb
similarity index 90%
rename from docs/case_study/tipper.ipynb
rename to docs/tutorials/tipper.ipynb
index 55b7b56c..fb4703e5 100644
--- a/docs/case_study/tipper.ipynb
+++ b/docs/tutorials/tipper.ipynb
@@ -16,7 +16,7 @@
"---\n",
"scale: 25%\n",
"\n",
- "name: dc_model\n",
+ "name: tipper_model\n",
"---\n",
"[Download here](https://github.com/MiraGeoscience/simpeg-drivers/raw/develop/simpeg_drivers-assets/inversion_demo.geoh5?download=)\n",
"```\n",
@@ -83,7 +83,7 @@
"Core mesh parameters.\n",
"```\n",
"\n",
- "Note that the padding distances are set substantially further than for the magnetics, gravity or dc-resistivity (1 km) inversions. This is because the [diffusion distance](diffusion-distance) for a background resistivity of $1000 \\; \\Omega .m$ for the lowest frequency (30 Hz) is roughly 3 km. This distance is important to satisfy the [boundary conditions](https://em.geosci.xyz/content/maxwell1_fundamentals/solving_maxwells_equations.html?highlight=boundary%20conditions#boundary-and-initial-conditions) of the underlying differential equations.\n",
+ "Note that the padding distances are set substantially further than for the magnetics, gravity or dc-resistivity (1 km) inversions. This is because the [diffusion distance](padding-distance) for a background resistivity of $1000 \\; \\Omega .m$ for the lowest frequency (30 Hz) is roughly 3 km. This distance is important to satisfy the [boundary conditions](https://em.geosci.xyz/content/maxwell1_fundamentals/solving_maxwells_equations.html?highlight=boundary%20conditions#boundary-and-initial-conditions) of the underlying differential equations.\n",
"\n",
"\n",
"### Refinements\n",
@@ -146,6 +146,18 @@
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.17"
}
},
"nbformat": 4,
diff --git a/install.bat b/install.bat
index 1eb91fef..7f1b0be4 100644
--- a/install.bat
+++ b/install.bat
@@ -18,7 +18,7 @@ set CONDA_CHANNEL_PRIORITY=strict
:: all dependencies are installed from conda
set PIP_NO_DEPS=1
-set MY_CONDA_ENV_FILE=environments\py-%PY_VER%-win-64.conda.lock.yml
+set MY_CONDA_ENV_FILE=environments\py-%PY_VER%-win-64-dev.conda.lock.yml
if not exist %MY_CONDA_ENV_FILE% (
echo "** ERROR: Could not find the conda environment specification file '%MY_CONDA_ENV_FILE%' **"
pause
@@ -27,7 +27,7 @@ if not exist %MY_CONDA_ENV_FILE% (
call "!MY_CONDA!" activate base ^
&& call "!MY_CONDA!" env create -y -n %ENV_NAME% --file %MY_CONDA_ENV_FILE% ^
- && call "!MY_CONDA!" run -n %ENV_NAME% pip install .
+ && call "!MY_CONDA!" run -n %ENV_NAME% pip install -e . --no-deps
if !errorlevel! neq 0 (
echo "** ERROR: Installation failed **"
diff --git a/simpeg_drivers-assets/Case studies/Forrestania_SRTM1 Australia_MGA50.zip b/simpeg_drivers-assets/Case studies/Forrestania_SRTM1 Australia_MGA50.zip
new file mode 100644
index 00000000..ad432167
--- /dev/null
+++ b/simpeg_drivers-assets/Case studies/Forrestania_SRTM1 Australia_MGA50.zip
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26706b34d7663542c6c2a53541e0e3677f3342ea66dfc2bce42de270fbe1db7a
+size 2424863
diff --git a/simpeg_drivers-assets/Case studies/Forrestania_SRTM1 Australia_MGA50_CSV.zip b/simpeg_drivers-assets/Case studies/Forrestania_SRTM1 Australia_MGA50_CSV.zip
new file mode 100644
index 00000000..2ab383ab
--- /dev/null
+++ b/simpeg_drivers-assets/Case studies/Forrestania_SRTM1 Australia_MGA50_CSV.zip
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a189d3a39bd23ac1e19b1113318b9e67218686c940d2eec7536f51bbec919a0
+size 2276566
diff --git a/simpeg_drivers-assets/Case studies/dem.npy b/simpeg_drivers-assets/Case studies/dem.npy
new file mode 100644
index 00000000..0819d654
--- /dev/null
+++ b/simpeg_drivers-assets/Case studies/dem.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c871a60895e74819f3ea66f63874eb1dedf94940c02a0a58f39833cae0a95c50
+size 17722832
diff --git a/simpeg_drivers-assets/Case studies/gravity.npy b/simpeg_drivers-assets/Case studies/gravity.npy
new file mode 100644
index 00000000..01a6d21e
--- /dev/null
+++ b/simpeg_drivers-assets/Case studies/gravity.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63e8eeadf51332e1ee0f4d37a5b47860b9689d3a962256029467f0c4d8bcc9ed
+size 31872
diff --git a/simpeg_drivers-assets/Case studies/magnetic.npy b/simpeg_drivers-assets/Case studies/magnetic.npy
new file mode 100644
index 00000000..b89528e3
--- /dev/null
+++ b/simpeg_drivers-assets/Case studies/magnetic.npy
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdad76844ea48afa0246710614409d2fa55ca0258b6956c0b91bda52900fdfff
+size 80128