{ "cells": [ { "cell_type": "markdown", "id": "arranged-tenant", "metadata": {}, "source": [ "# Example 17 - Three Point Problem and Folded Layers\n", "\n" ] }, { "cell_type": "markdown", "id": "possible-allah", "metadata": {}, "source": [ "This example will show how to convert the geological map below using ``GemGIS`` to a `GemPy` model. This example is based on digitized data. The area is 3892 m wide (W-E extent) and 2683 m high (N-S extent). The model represents a coal seam that was encountered at the surface and in boreholes. A second coal seam is located 300 m vertically above the first one. The vertical model extent varies between 0 m and 1000 m.\n", "\n", "The map has been georeferenced with QGIS. The stratigraphic boundaries were digitized in QGIS. Strikes lines were digitized in QGIS as well and will be used to calculate orientations for the `GemPy` model. The contour lines were also digitized and will be interpolated with `GemGIS` to create a topography for the model. \n", "\n", "Map Source: An Introduction to Geological Structures and Maps by G.M. Bennison" ] }, { "cell_type": "code", "execution_count": 1, "id": "gorgeous-synthesis", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:42.574978Z", "start_time": "2022-04-05T09:11:41.433710Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/cover_example17.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "alike-configuration", "metadata": {}, "source": [ "## Licensing\n", "\n", "Computational Geosciences and Reservoir Engineering, RWTH Aachen University, Authors: Alexander Juestel. For more information contact: alexander.juestel(at)rwth-aachen.de\n", "\n", "\n", "This work is licensed under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/)" ] }, { "cell_type": "markdown", "id": "allied-vessel", "metadata": {}, "source": [ "## Import GemGIS\n", "\n", "If you have installed ``GemGIS`` via pip or conda, you can import ``GemGIS`` like any other package. If you have downloaded the repository, append the path to the directory where the ``GemGIS`` repository is stored and then import ``GemGIS``. " ] }, { "cell_type": "code", "execution_count": 2, "id": "neither-funeral", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:44.178323Z", "start_time": "2022-04-05T09:11:42.576967Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import gemgis as gg" ] }, { "cell_type": "markdown", "id": "latin-packaging", "metadata": {}, "source": [ "## Importing Libraries and loading Data\n", "\n", "All remaining packages can be loaded in order to prepare the data and to construct the model. The example data is downloaded from an external server using `pooch`. It will be stored in a data folder in the same directory where this notebook is stored. " ] }, { "cell_type": "code", "execution_count": 3, "id": "polar-appliance", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:44.194327Z", "start_time": "2022-04-05T09:11:44.181325Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio " ] }, { "cell_type": "code", "execution_count": 4, "id": "healthy-queens", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:45.565641Z", "start_time": "2022-04-05T09:11:44.197329Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file 'example17_three_point_problem.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2Fexample17_three_point_problem.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\example\\data\\example17'.\n" ] } ], "source": [ "file_path = 'data/example17/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example17_three_point_problem.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "id": "impressed-database", "metadata": {}, "source": [ "## Creating Digital Elevation Model from Contour Lines\n", "\n", "The digital elevation model (DEM) will be created by interpolating contour lines digitized from the georeferenced map using the `SciPy` Radial Basis Function interpolation wrapped in `GemGIS`. The respective function used for that is `gg.vector.interpolate_raster()`. \n" ] }, { "cell_type": "code", "execution_count": 5, "id": "trying-hamilton", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:45.756702Z", "start_time": "2022-04-05T09:11:45.567641Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/dem_example17.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 6, "id": "informed-tomorrow", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:45.948730Z", "start_time": "2022-04-05T09:11:45.758694Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None600LINESTRING (399.582 9.701, 373.041 104.254, 35...
1None900LINESTRING (3680.737 2.651, 3702.716 47.854, 3...
2None800LINESTRING (3390.857 3.480, 3398.322 17.995, 3...
3None700LINESTRING (2564.763 4.725, 2631.530 33.339, 2...
4None800LINESTRING (1224.018 1463.246, 1211.577 1384.4...
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 600 LINESTRING (399.582 9.701, 373.041 104.254, 35...\n", "1 None 900 LINESTRING (3680.737 2.651, 3702.716 47.854, 3...\n", "2 None 800 LINESTRING (3390.857 3.480, 3398.322 17.995, 3...\n", "3 None 700 LINESTRING (2564.763 4.725, 2631.530 33.339, 2...\n", "4 None 800 LINESTRING (1224.018 1463.246, 1211.577 1384.4..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo17.shp')\n", "topo.head()" ] }, { "cell_type": "markdown", "id": "inclusive-florence", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "id": "revolutionary-calibration", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:48.386834Z", "start_time": "2022-04-05T09:11:45.951729Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=10)" ] }, { "cell_type": "markdown", "id": "experimental-press", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "id": "frozen-gazette", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:48.848937Z", "start_time": "2022-04-05T09:11:48.390833Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 2683.0)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "fix, ax = plt.subplots(1, figsize=(10, 10))\n", "topo.plot(ax=ax, aspect='equal', column='Z', cmap='gist_earth')\n", "im = plt.imshow(topo_raster, origin='lower', extent=[0, 3892, 0, 2683], cmap='gist_earth')\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n", "cbar = plt.colorbar(im, cax=cax)\n", "cbar.set_label('Altitude [m]')\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 3892)\n", "ax.set_ylim(0, 2683)" ] }, { "cell_type": "markdown", "id": "common-franklin", "metadata": {}, "source": [ "### Saving the raster to disc\n", "\n", "After the interpolation of the contour lines, the raster is saved to disc using `gg.raster.save_as_tiff()`. The function will not be executed as a raster is already provided with the example data. " ] }, { "cell_type": "raw", "id": "classical-shape", "metadata": { "ExecuteTime": { "end_time": "2021-04-04T06:57:23.912091Z", "start_time": "2021-04-04T06:57:23.869025Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster17.tif', extent=[0, 3892, 0, 2683], crs='EPSG:4326', overwrite_file=True)" ] }, { "cell_type": "markdown", "id": "under-pursuit", "metadata": {}, "source": [ "### Opening Raster\n", "\n", "The previously computed and saved raster can now be opened using rasterio. " ] }, { "cell_type": "code", "execution_count": 9, "id": "silver-defendant", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:48.927504Z", "start_time": "2022-04-05T09:11:48.851939Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster17.tif')" ] }, { "cell_type": "markdown", "id": "central-option", "metadata": { "ExecuteTime": { "end_time": "2021-03-28T12:43:27.113805Z", "start_time": "2021-03-28T12:43:27.067793Z" } }, "source": [ "## Interface Points of stratigraphic boundaries\n", "\n", "The interface points will be extracted from LineStrings digitized from the georeferenced map using QGIS. It is important to provide a formation name for each layer boundary. The vertical position of the interface point will be extracted from the digital elevation model using the `GemGIS` function `gg.vector.extract_xyz()`. The resulting GeoDataFrame now contains single points including the information about the respective formation. \n" ] }, { "cell_type": "code", "execution_count": 10, "id": "strange-attachment", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:49.135553Z", "start_time": "2022-04-05T09:11:48.929509Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/interfaces_example17.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 11, "id": "activated-namibia", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:49.214574Z", "start_time": "2022-04-05T09:11:49.138554Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationgeometry
0NoneCoalLINESTRING (117.997 870.009, 159.675 952.743, ...
1NoneNodulesLINESTRING (4.782 1414.932, 21.578 1466.563, 3...
2NoneNodulesLINESTRING (974.572 2678.334, 1047.353 2644.74...
3NoneCoalLINESTRING (1643.286 1185.393, 1675.011 1087.1...
4NoneCoalLINESTRING (2798.761 137.845, 2842.927 113.585...
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" ], "text/plain": [ " id formation geometry\n", "0 None Coal LINESTRING (117.997 870.009, 159.675 952.743, ...\n", "1 None Nodules LINESTRING (4.782 1414.932, 21.578 1466.563, 3...\n", "2 None Nodules LINESTRING (974.572 2678.334, 1047.353 2644.74...\n", "3 None Coal LINESTRING (1643.286 1185.393, 1675.011 1087.1...\n", "4 None Coal LINESTRING (2798.761 137.845, 2842.927 113.585..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces17.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "id": "prospective-drink", "metadata": {}, "source": [ "### Extracting Z coordinate from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "id": "stopped-saint", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:49.326614Z", "start_time": "2022-04-05T09:11:49.217573Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationgeometryXYZ
0CoalPOINT (117.997 870.009)118.00870.01583.24
141CoalPOINT (3095.794 190.409)3095.79190.41703.05
140CoalPOINT (3054.116 161.483)3054.12161.48705.77
139CoalPOINT (2999.064 127.892)2999.06127.89708.86
138CoalPOINT (2956.764 103.010)2956.76103.01710.91
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" ], "text/plain": [ " formation geometry X Y Z\n", "0 Coal POINT (117.997 870.009) 118.00 870.01 583.24\n", "141 Coal POINT (3095.794 190.409) 3095.79 190.41 703.05\n", "140 Coal POINT (3054.116 161.483) 3054.12 161.48 705.77\n", "139 Coal POINT (2999.064 127.892) 2999.06 127.89 708.86\n", "138 Coal POINT (2956.764 103.010) 2956.76 103.01 710.91" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = gg.vector.extract_xyz(gdf=interfaces, dem=topo_raster)\n", "interfaces_coords = interfaces_coords.sort_values(by='formation', ascending=True)\n", "interfaces_coords.head()" ] }, { "cell_type": "code", "execution_count": 13, "id": "independent-louisiana", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:49.390629Z", "start_time": "2022-04-05T09:11:49.329599Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
0NoneCoal500POINT (1191.049 1286.166)
1NoneCoal400POINT (1215.931 871.875)
2NoneCoal400POINT (541.619 659.753)
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" ], "text/plain": [ " id formation Z geometry\n", "0 None Coal 500 POINT (1191.049 1286.166)\n", "1 None Coal 400 POINT (1215.931 871.875)\n", "2 None Coal 400 POINT (541.619 659.753)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points = gpd.read_file(file_path + 'points17.shp')\n", "points" ] }, { "cell_type": "code", "execution_count": 14, "id": "living-zoning", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:49.422629Z", "start_time": "2022-04-05T09:11:49.392621Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationZgeometryXY
0Coal500.00POINT (1191.049 1286.166)1191.051286.17
1Coal400.00POINT (1215.931 871.875)1215.93871.87
2Coal400.00POINT (541.619 659.753)541.62659.75
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" ], "text/plain": [ " formation Z geometry X Y\n", "0 Coal 500.00 POINT (1191.049 1286.166) 1191.05 1286.17\n", "1 Coal 400.00 POINT (1215.931 871.875) 1215.93 871.87\n", "2 Coal 400.00 POINT (541.619 659.753) 541.62 659.75" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points_coords = gg.vector.extract_xy(gdf=points)\n", "points_coords" ] }, { "cell_type": "code", "execution_count": 15, "id": "varying-nomination", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:49.454626Z", "start_time": "2022-04-05T09:11:49.425621Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexformationgeometryXYZ
00CoalPOINT (117.997 870.009)118.00870.01583.24
1141CoalPOINT (3095.794 190.409)3095.79190.41703.05
2140CoalPOINT (3054.116 161.483)3054.12161.48705.77
3139CoalPOINT (2999.064 127.892)2999.06127.89708.86
4138CoalPOINT (2956.764 103.010)2956.76103.01710.91
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" ], "text/plain": [ " index formation geometry X Y Z\n", "0 0 Coal POINT (117.997 870.009) 118.00 870.01 583.24\n", "1 141 Coal POINT (3095.794 190.409) 3095.79 190.41 703.05\n", "2 140 Coal POINT (3054.116 161.483) 3054.12 161.48 705.77\n", "3 139 Coal POINT (2999.064 127.892) 2999.06 127.89 708.86\n", "4 138 Coal POINT (2956.764 103.010) 2956.76 103.01 710.91" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "interfaces_coords = pd.concat([interfaces_coords, points_coords])\n", "interfaces_coords = interfaces_coords[interfaces_coords['formation'].isin(['Coal', 'Nodules'])].reset_index()\n", "interfaces_coords.head()" ] }, { "cell_type": "markdown", "id": "vulnerable-infection", "metadata": {}, "source": [ "### Creating data for the coal seam 300 m heigher" ] }, { "cell_type": "code", "execution_count": 16, "id": "official-medication", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:49.486637Z", "start_time": "2022-04-05T09:11:49.457628Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexformationgeometryXYZ
00Coal300POINT (117.997 870.009)118.00870.01883.24
1141Coal300POINT (3095.794 190.409)3095.79190.411003.05
2140Coal300POINT (3054.116 161.483)3054.12161.481005.77
3139Coal300POINT (2999.064 127.892)2999.06127.891008.86
4138Coal300POINT (2956.764 103.010)2956.76103.011010.91
.....................
641Coal300POINT (159.675 952.743)159.68952.74892.40
657Coal300POINT (468.216 1355.837)468.221355.84906.89
1690Coal300POINT (1191.049 1286.166)1191.051286.17800.00
1701Coal300POINT (1215.931 871.875)1215.93871.87700.00
1712Coal300POINT (541.619 659.753)541.62659.75700.00
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69 rows × 6 columns

\n", "
" ], "text/plain": [ " index formation geometry X Y Z\n", "0 0 Coal300 POINT (117.997 870.009) 118.00 870.01 883.24\n", "1 141 Coal300 POINT (3095.794 190.409) 3095.79 190.41 1003.05\n", "2 140 Coal300 POINT (3054.116 161.483) 3054.12 161.48 1005.77\n", "3 139 Coal300 POINT (2999.064 127.892) 2999.06 127.89 1008.86\n", "4 138 Coal300 POINT (2956.764 103.010) 2956.76 103.01 1010.91\n", ".. ... ... ... ... ... ...\n", "64 1 Coal300 POINT (159.675 952.743) 159.68 952.74 892.40\n", "65 7 Coal300 POINT (468.216 1355.837) 468.22 1355.84 906.89\n", "169 0 Coal300 POINT (1191.049 1286.166) 1191.05 1286.17 800.00\n", "170 1 Coal300 POINT (1215.931 871.875) 1215.93 871.87 700.00\n", "171 2 Coal300 POINT (541.619 659.753) 541.62 659.75 700.00\n", "\n", "[69 rows x 6 columns]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coal300 = interfaces_coords[interfaces_coords['formation']=='Coal']\n", "interfaces_coal300['Z'] = interfaces_coal300['Z']+300\n", "interfaces_coal300['formation'] = 'Coal300'\n", "interfaces_coal300" ] }, { "cell_type": "markdown", "id": "demonstrated-roads", "metadata": {}, "source": [ "### Merging the interface data" ] }, { "cell_type": "code", "execution_count": 17, "id": "unavailable-practice", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:49.518642Z", "start_time": "2022-04-05T09:11:49.490638Z" } }, "outputs": [ { "data": { "text/html": [ "
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level_0indexformationgeometryXYZ
000Coal300POINT (117.997 870.009)118.00870.01883.24
11141Coal300POINT (3095.794 190.409)3095.79190.411003.05
22140Coal300POINT (3054.116 161.483)3054.12161.481005.77
33139Coal300POINT (2999.064 127.892)2999.06127.891008.86
44138Coal300POINT (2956.764 103.010)2956.76103.011010.91
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" ], "text/plain": [ " level_0 index formation geometry X Y Z\n", "0 0 0 Coal300 POINT (117.997 870.009) 118.00 870.01 883.24\n", "1 1 141 Coal300 POINT (3095.794 190.409) 3095.79 190.41 1003.05\n", "2 2 140 Coal300 POINT (3054.116 161.483) 3054.12 161.48 1005.77\n", "3 3 139 Coal300 POINT (2999.064 127.892) 2999.06 127.89 1008.86\n", "4 4 138 Coal300 POINT (2956.764 103.010) 2956.76 103.01 1010.91" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = pd.concat([interfaces_coal300, interfaces_coords])\n", "interfaces_coords = interfaces_coords[interfaces_coords['formation'].isin(['Coal300', 'Coal', 'Nodules'])].reset_index()\n", "interfaces_coords.head()" ] }, { "cell_type": "markdown", "id": "valued-coast", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 18, "id": "involved-association", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:50.075768Z", "start_time": "2022-04-05T09:11:49.521645Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 2683.0)" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "points_coords.plot(ax=ax, column='formation', legend=False, aspect='equal')\n", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 3892)\n", "ax.set_ylim(0, 2683)" ] }, { "cell_type": "markdown", "id": "inner-mathematics", "metadata": {}, "source": [ "## Orientations from Strike Lines\n", "\n", "Strike lines connect outcropping stratigraphic boundaries (interfaces) of the same altitude. In other words: the intersections between topographic contours and stratigraphic boundaries at the surface. The height difference and the horizontal difference between two digitized lines is used to calculate the dip and azimuth and hence an orientation that is necessary for `GemPy`. In order to calculate the orientations, each set of strikes lines/LineStrings for one formation must be given an id number next to the altitude of the strike line. The id field is already predefined in QGIS. The strike line with the lowest altitude gets the id number `1`, the strike line with the highest altitude the the number according to the number of digitized strike lines. It is currently recommended to use one set of strike lines for each structural element of one formation as illustrated. \n" ] }, { "cell_type": "code", "execution_count": 19, "id": "shaped-liberia", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:50.282828Z", "start_time": "2022-04-05T09:11:50.078770Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "img = mpimg.imread('../images/orientations_example17.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 20, "id": "configured-evaluation", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:50.346832Z", "start_time": "2022-04-05T09:11:50.284828Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
02Coal2800LINESTRING (3799.965 1421.775, 3474.006 1008.728)
11Coal2700LINESTRING (3158.000 249.816, 4109.750 1469.052)
21Coal1500LINESTRING (1793.202 564.267, 1911.393 443.898)
32Coal1600LINESTRING (1667.546 1093.328, 2477.467 175.791)
41Nodules500LINESTRING (2038.915 1418.665, 2585.083 789.763)
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" ], "text/plain": [ " id formation Z geometry\n", "0 2 Coal2 800 LINESTRING (3799.965 1421.775, 3474.006 1008.728)\n", "1 1 Coal2 700 LINESTRING (3158.000 249.816, 4109.750 1469.052)\n", "2 1 Coal1 500 LINESTRING (1793.202 564.267, 1911.393 443.898)\n", "3 2 Coal1 600 LINESTRING (1667.546 1093.328, 2477.467 175.791)\n", "4 1 Nodules 500 LINESTRING (2038.915 1418.665, 2585.083 789.763)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "strikes = gpd.read_file(file_path + 'strikes17.shp')\n", "strikes.head()" ] }, { "cell_type": "markdown", "id": "imposed-elite", "metadata": {}, "source": [ "### Calculate Orientations for each formation" ] }, { "cell_type": "code", "execution_count": 21, "id": "durable-fault", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:50.442852Z", "start_time": "2022-04-05T09:11:50.348832Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
022.04228.51550.00POINT (1962.402 569.321)1.00Coal11962.40569.32
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 22.04 228.51 550.00 POINT (1962.402 569.321) 1.00 Coal1 1962.40 \n", "\n", " Y \n", "0 569.32 " ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_coal1 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Coal1'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_coal1" ] }, { "cell_type": "code", "execution_count": 22, "id": "satisfactory-monaco", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:50.521882Z", "start_time": "2022-04-05T09:11:50.447855Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
024.93128.01750.00POINT (3635.430 1037.343)1.00Coal23635.431037.34
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation \\\n", "0 24.93 128.01 750.00 POINT (3635.430 1037.343) 1.00 Coal2 \n", "\n", " X Y \n", "0 3635.43 1037.34 " ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_coal2 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Coal2'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_coal2" ] }, { "cell_type": "code", "execution_count": 23, "id": "after-kernel", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:50.601888Z", "start_time": "2022-04-05T09:11:50.525872Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
010.45228.04550.00POINT (2395.977 1421.931)1.00Nodules2395.981421.93
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" ], "text/plain": [ " dip azimuth Z geometry polarity formation \\\n", "0 10.45 228.04 550.00 POINT (2395.977 1421.931) 1.00 Nodules \n", "\n", " X Y \n", "0 2395.98 1421.93 " ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_nodules = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Nodules'].sort_values(by='Z', ascending=True).reset_index())\n", "orientations_nodules" ] }, { "cell_type": "code", "execution_count": 24, "id": "active-france", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:50.649899Z", "start_time": "2022-04-05T09:11:50.603889Z" } }, "outputs": [ { "data": { "text/html": [ "
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ZformationazimuthdippolarityXYgeometry
0433.33Coal197.4613.951.00982.87939.26POINT (982.867 939.265)
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" ], "text/plain": [ " Z formation azimuth dip polarity X Y \\\n", "0 433.33 Coal 197.46 13.95 1.00 982.87 939.26 \n", "\n", " geometry \n", "0 POINT (982.867 939.265) " ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_coal3 = gg.vector.calculate_orientation_for_three_point_problem(gdf=points)\n", "orientations_coal3['Z'] = orientations_coal3['Z'].astype(float)\n", "orientations_coal3['azimuth'] = orientations_coal3['azimuth'].astype(float)\n", "orientations_coal3['dip'] = orientations_coal3['dip'].astype(float)\n", "orientations_coal3['dip'] = 180 - orientations_coal3['dip']\n", "orientations_coal3['azimuth'] = 180 - orientations_coal3['azimuth']\n", "orientations_coal3['polarity'] = orientations_coal3['polarity'].astype(float)\n", "orientations_coal3['X'] = orientations_coal3['X'].astype(float)\n", "orientations_coal3['Y'] = orientations_coal3['Y'].astype(float)\n", "orientations_coal3" ] }, { "cell_type": "markdown", "id": "friendly-token", "metadata": {}, "source": [ "### Merging Orientations" ] }, { "cell_type": "code", "execution_count": 25, "id": "sitting-reproduction", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:50.681910Z", "start_time": "2022-04-05T09:11:50.651900Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexdipazimuthZgeometrypolarityformationXY
0022.04228.51550.00POINT (1962.402 569.321)1.00Coal1962.40569.32
1024.93128.01750.00POINT (3635.430 1037.343)1.00Coal3635.431037.34
2013.95197.46433.33POINT (982.867 939.265)1.00Coal982.87939.26
3010.45228.04550.00POINT (2395.977 1421.931)1.00Nodules2395.981421.93
\n", "
" ], "text/plain": [ " index dip azimuth Z geometry polarity formation \\\n", "0 0 22.04 228.51 550.00 POINT (1962.402 569.321) 1.00 Coal \n", "1 0 24.93 128.01 750.00 POINT (3635.430 1037.343) 1.00 Coal \n", "2 0 13.95 197.46 433.33 POINT (982.867 939.265) 1.00 Coal \n", "3 0 10.45 228.04 550.00 POINT (2395.977 1421.931) 1.00 Nodules \n", "\n", " X Y \n", "0 1962.40 569.32 \n", "1 3635.43 1037.34 \n", "2 982.87 939.26 \n", "3 2395.98 1421.93 " ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations = pd.concat([orientations_coal1, orientations_coal2, orientations_coal3, orientations_nodules]).reset_index()\n", "orientations['formation'] = ['Coal', 'Coal', 'Coal', 'Nodules']\n", "orientations = orientations[orientations['formation'].isin(['Coal', 'Nodules'])]\n", "orientations" ] }, { "cell_type": "markdown", "id": "textile-christianity", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 26, "id": "detected-certificate", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:51.160015Z", "start_time": "2022-04-05T09:11:50.684911Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 2683.0)" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "\n", "interfaces.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "interfaces_coords.plot(ax=ax, column='formation', legend=True, aspect='equal')\n", "orientations.plot(ax=ax, color='red', aspect='equal')\n", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 3892)\n", "ax.set_ylim(0, 2683)" ] }, { "cell_type": "markdown", "id": "wired-vietnamese", "metadata": {}, "source": [ "## GemPy Model Construction\n", "\n", "The structural geological model will be constructed using the `GemPy` package. " ] }, { "cell_type": "code", "execution_count": 27, "id": "governing-brazilian", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:52.862403Z", "start_time": "2022-04-05T09:11:51.163017Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n", "WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n", "WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" ] } ], "source": [ "import gempy as gp" ] }, { "cell_type": "markdown", "id": "optical-realtor", "metadata": {}, "source": [ "### Creating new Model" ] }, { "cell_type": "code", "execution_count": 28, "id": "binding-fishing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:53.786144Z", "start_time": "2022-04-05T09:11:52.864404Z" } }, "outputs": [ { "data": { "text/plain": [ "Model17 2022-04-05 11:11" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model17')\n", "geo_model" ] }, { "cell_type": "markdown", "id": "stopped-poster", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 29, "id": "assisted-nothing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:54.042223Z", "start_time": "2022-04-05T09:11:53.788144Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model17 2022-04-05 11:11" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 3892, 0, 2683, 0, 1000], [100, 100, 100],\n", " surface_points_df=interfaces_coords[interfaces_coords['Z'] != 0],\n", " orientations_df=orientations,\n", " default_values=True)" ] }, { "cell_type": "markdown", "id": "integrated-pension", "metadata": {}, "source": [ "### Model Surfaces" ] }, { "cell_type": "code", "execution_count": 30, "id": "cutting-energy", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:54.138234Z", "start_time": "2022-04-05T09:11:54.044213Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0Coal300Default series1#0154821
1CoalDefault series2#9f00522
2NodulesDefault series3#ffbe003
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Coal300 Default series 1 #015482 1\n", "1 Coal Default series 2 #9f0052 2\n", "2 Nodules Default series 3 #ffbe00 3" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.surfaces" ] }, { "cell_type": "markdown", "id": "younger-young", "metadata": {}, "source": [ "### Mapping the Stack to Surfaces" ] }, { "cell_type": "code", "execution_count": 31, "id": "formed-thought", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:54.265263Z", "start_time": "2022-04-05T09:11:54.140235Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0Coal300Strata11#0154821
1CoalStrata12#9f00522
2NodulesStrata13#ffbe003
3BasementStrata14#728f024
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Coal300 Strata1 1 #015482 1\n", "1 Coal Strata1 2 #9f0052 2\n", "2 Nodules Strata1 3 #ffbe00 3\n", "3 Basement Strata1 4 #728f02 4" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {\n", " 'Strata1': ('Coal300', 'Coal', 'Nodules'), \n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Basement')" ] }, { "cell_type": "markdown", "id": "subtle-techno", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 32, "id": "forty-treaty", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:54.313281Z", "start_time": "2022-04-05T09:11:54.267263Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0Coal300Strata11#0154821690
1CoalStrata12#9f00522693
2NodulesStrata13#ffbe0031031
3BasementStrata14#728f02400
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Coal300 Strata1 1 #015482 1 69 0\n", "1 Coal Strata1 2 #9f0052 2 69 3\n", "2 Nodules Strata1 3 #ffbe00 3 103 1\n", "3 Basement Strata1 4 #728f02 4 0 0" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gg.utils.show_number_of_data_points(geo_model=geo_model)" ] }, { "cell_type": "markdown", "id": "medieval-deployment", "metadata": {}, "source": [ "### Loading Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 33, "id": "subsequent-technique", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:54.757365Z", "start_time": "2022-04-05T09:11:54.315266Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cropped raster to geo_model.grid.extent.\n", "depending on the size of the raster, this can take a while...\n", "storing converted file...\n", "Active grids: ['regular' 'topography']\n" ] }, { "data": { "text/plain": [ "Grid Object. Values: \n", "array([[ 19.46 , 13.415 , 5. ],\n", " [ 19.46 , 13.415 , 15. ],\n", " [ 19.46 , 13.415 , 25. ],\n", " ...,\n", " [3886.99742931, 2657.97201493, 594.15032959],\n", " [3886.99742931, 2667.98320896, 593.5199585 ],\n", " [3886.99742931, 2677.99440299, 592.91101074]])" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(\n", " source='gdal', filepath=file_path + 'raster17.tif')" ] }, { "cell_type": "markdown", "id": "delayed-alberta", "metadata": {}, "source": [ "### Defining Custom Section" ] }, { "cell_type": "code", "execution_count": 34, "id": "bigger-consciousness", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:54.980427Z", "start_time": "2022-04-05T09:11:54.760366Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular' 'topography' 'sections']\n" ] }, { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
startstopresolutiondist
Section1[6.648494638704051, 1585.9987115807176][3888.2970423641327, 402.8423753990243][100, 80]4057.96
" ], "text/plain": [ " start stop resolution dist\n", "Section1 [6.648494638704051, 1585.9987115807176] [3888.2970423641327, 402.8423753990243] [100, 80] 4057.96" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "custom_section = gpd.read_file(file_path + 'customsection17.shp')\n", "custom_section_dict = gg.utils.to_section_dict(custom_section, section_column='name')\n", "geo_model.set_section_grid(custom_section_dict)" ] }, { "cell_type": "code", "execution_count": 35, "id": "valuable-turkish", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:55.184482Z", "start_time": "2022-04-05T09:11:54.982435Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot.plot_section_traces(geo_model)" ] }, { "cell_type": "markdown", "id": "extreme-drink", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 36, "id": "conservative-philip", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:55.503537Z", "start_time": "2022-04-05T09:11:55.186474Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction='z', show_lith=False, show_boundaries=False)\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": 37, "id": "vocational-intranet", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:55.964673Z", "start_time": "2022-04-05T09:11:55.506537Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.plot_3d(geo_model, image=False, plotter_type='basic', notebook=True)" ] }, { "cell_type": "markdown", "id": "geological-triple", "metadata": {}, "source": [ "### Setting the Interpolator" ] }, { "cell_type": "code", "execution_count": 38, "id": "external-clerk", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:11:59.307412Z", "start_time": "2022-04-05T09:11:55.966672Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling theano function...\n", "Level of Optimization: fast_compile\n", "Device: cpu\n", "Precision: float64\n", "Number of faults: 0\n", "Compilation Done!\n", "Kriging values: \n", " values\n", "range 4831.79\n", "$C_o$ 555860.79\n", "drift equations [3]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.set_interpolator(geo_model,\n", " compile_theano=True,\n", " theano_optimizer='fast_compile',\n", " verbose=[],\n", " update_kriging=False\n", " )" ] }, { "cell_type": "markdown", "id": "above-lending", "metadata": {}, "source": [ "### Computing Model" ] }, { "cell_type": "code", "execution_count": 39, "id": "impressed-adams", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:15:49.094081Z", "start_time": "2022-04-05T09:11:59.309407Z" } }, "outputs": [], "source": [ "sol = gp.compute_model(geo_model, compute_mesh=True)" ] }, { "cell_type": "markdown", "id": "developing-wallet", "metadata": {}, "source": [ "### Plotting Cross Sections" ] }, { "cell_type": "code", "execution_count": 40, "id": "running-chick", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:15:49.581191Z", "start_time": "2022-04-05T09:15:49.108088Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, section_names=['Section1'], show_topography=True, show_data=False)" ] }, { "cell_type": "code", "execution_count": 41, "id": "champion-collectible", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:15:50.598423Z", "start_time": "2022-04-05T09:15:49.585192Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gp.plot_2d(geo_model, direction=['x', 'x', 'y', 'y'], cell_number=[25, 75, 25, 75], show_topography=True, show_data=False)" ] }, { "cell_type": "markdown", "id": "intimate-connectivity", "metadata": {}, "source": [ "### Plotting 3D Model" ] }, { "cell_type": "code", "execution_count": 42, "id": "developing-comparison", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:15:54.828630Z", "start_time": "2022-04-05T09:15:50.600424Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "gpv = gp.plot_3d(geo_model, image=False, show_topography=True,\n", " plotter_type='basic', notebook=True, show_lith=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "annual-clarity", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "Python 3", "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": "3.8.5" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 5 }