{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example 32 - Folded Layers" ] }, { "cell_type": "markdown", "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 601 m wide (W-E extent) and 705 m high (N-S extent). The vertical model extents varies between 0 m and 300 m. The model represents two folded stratigraphic units (blue and red) above an unspecified basement (yellow). The map has been georeferenced with QGIS. The stratigraphic boundaries were digitized in QGIS. Strikes lines were digitized in QGIS as well and were used to calculate orientations for the `GemPy` model. These will be loaded into the model directly. The contour lines were also digitized and will be interpolated with `GemGIS` to create a topography for the model. \n", "\n", "Map Source: Unknown" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:36.847713Z", "start_time": "2022-04-17T13:06:35.477759Z" } }, "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_example32.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "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", "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, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:38.436721Z", "start_time": "2022-04-17T13:06:36.853717Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "import gemgis as gg" ] }, { "cell_type": "markdown", "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, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:38.451731Z", "start_time": "2022-04-17T13:06:38.441729Z" }, "scrolled": true }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:39.435804Z", "start_time": "2022-04-17T13:06:38.456734Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file 'example32_folded_layers.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2Fexample32_folded_layers.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\example\\data\\example32'.\n" ] } ], "source": [ "file_path = 'data/example32/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example32_folded_layers.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "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()`. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:39.876914Z", "start_time": "2022-04-17T13:06:39.439829Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/dem_example32.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, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:40.114312Z", "start_time": "2022-04-17T13:06:39.882429Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None170.00LINESTRING (0.994 52.851, 36.954 48.266, 68.32...
1None148.75LINESTRING (1.235 98.706, 42.022 94.603, 80.39...
2None127.50LINESTRING (1.477 157.955, 44.435 147.818, 81....
3None127.50LINESTRING (1.597 320.738, 11.492 310.722, 22....
4None106.25LINESTRING (553.299 3.497, 534.233 30.527, 513...
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 170.00 LINESTRING (0.994 52.851, 36.954 48.266, 68.32...\n", "1 None 148.75 LINESTRING (1.235 98.706, 42.022 94.603, 80.39...\n", "2 None 127.50 LINESTRING (1.477 157.955, 44.435 147.818, 81....\n", "3 None 127.50 LINESTRING (1.597 320.738, 11.492 310.722, 22....\n", "4 None 106.25 LINESTRING (553.299 3.497, 534.233 30.527, 513..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo32.shp')\n", "topo['Z'] = topo['Z']*0.425\n", "topo.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:40.808241Z", "start_time": "2022-04-17T13:06:40.120300Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:41.266955Z", "start_time": "2022-04-17T13:06:40.811240Z" }, "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "(0.0, 705.0)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "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", "\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "fig, ax = plt.subplots(1, figsize=(10, 10))\n", "topo.plot(ax=ax, aspect='equal', column='Z', cmap='gist_earth')\n", "im = ax.imshow(topo_raster, origin='lower', extent=[0, 601, 0, 705], 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, 601)\n", "ax.set_ylim(0, 705)" ] }, { "cell_type": "markdown", "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", "metadata": { "ExecuteTime": { "end_time": "2022-04-17T12:59:05.547971Z", "start_time": "2022-04-17T12:59:05.474471Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster32.tif', extent=[0, 601, 0, 705], crs='EPSG:4326', overwrite_file=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Opening Raster\n", "\n", "The previously computed and saved raster can now be opened using rasterio. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:41.328626Z", "start_time": "2022-04-17T13:06:41.270962Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster32.tif')" ] }, { "cell_type": "markdown", "metadata": {}, "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. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:41.616694Z", "start_time": "2022-04-17T13:06:41.331632Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/interfaces_example32.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, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:41.680736Z", "start_time": "2022-04-17T13:06:41.620700Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationgeometry
0NoneSchluffsteinLINESTRING (256.467 1.534, 255.813 23.321, 262...
1NoneTonsteinLINESTRING (217.032 1.534, 216.378 56.656, 215...
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3NoneSchluffsteinLINESTRING (303.746 703.307, 287.405 688.273, ...
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" ], "text/plain": [ " id formation geometry\n", "0 None Schluffstein LINESTRING (256.467 1.534, 255.813 23.321, 262...\n", "1 None Tonstein LINESTRING (217.032 1.534, 216.378 56.656, 215...\n", "2 None Tonstein LINESTRING (228.797 703.524, 221.389 657.117, ...\n", "3 None Schluffstein LINESTRING (303.746 703.307, 287.405 688.273, ..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces32.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Extracting Z coordinate from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:41.824371Z", "start_time": "2022-04-17T13:06:41.684739Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationgeometryXYZ
0SchluffsteinPOINT (256.467 1.534)256.471.53178.38
1SchluffsteinPOINT (255.813 23.321)255.8123.32170.99
2SchluffsteinPOINT (262.785 44.891)262.7944.89160.10
3SchluffsteinPOINT (266.489 61.885)266.4961.89148.84
4SchluffsteinPOINT (271.500 76.047)271.5076.05141.98
..................
101SchluffsteinPOINT (484.145 638.598)484.15638.60202.71
102SchluffsteinPOINT (476.084 658.860)476.08658.86198.10
103SchluffsteinPOINT (465.408 676.944)465.41676.94191.75
104SchluffsteinPOINT (450.157 691.977)450.16691.98185.69
105SchluffsteinPOINT (432.945 703.307)432.94703.31180.41
\n", "

106 rows × 5 columns

\n", "
" ], "text/plain": [ " formation geometry X Y Z\n", "0 Schluffstein POINT (256.467 1.534) 256.47 1.53 178.38\n", "1 Schluffstein POINT (255.813 23.321) 255.81 23.32 170.99\n", "2 Schluffstein POINT (262.785 44.891) 262.79 44.89 160.10\n", "3 Schluffstein POINT (266.489 61.885) 266.49 61.89 148.84\n", "4 Schluffstein POINT (271.500 76.047) 271.50 76.05 141.98\n", ".. ... ... ... ... ...\n", "101 Schluffstein POINT (484.145 638.598) 484.15 638.60 202.71\n", "102 Schluffstein POINT (476.084 658.860) 476.08 658.86 198.10\n", "103 Schluffstein POINT (465.408 676.944) 465.41 676.94 191.75\n", "104 Schluffstein POINT (450.157 691.977) 450.16 691.98 185.69\n", "105 Schluffstein POINT (432.945 703.307) 432.94 703.31 180.41\n", "\n", "[106 rows x 5 columns]" ] }, "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[interfaces_coords['formation'].isin(['Tonstein', 'Schluffstein'])]\n", "interfaces_coords" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:42.444518Z", "start_time": "2022-04-17T13:06:41.828383Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 705.0)" ] }, "execution_count": 13, "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", "plt.grid()\n", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')\n", "plt.xlim(0, 601)\n", "plt.ylim(0, 705)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Orientations from Strike Lines and Map\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", "\n", "\n", "In addition, orientations were provided on the map which were digitized as points and can be used right away.\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:42.759579Z", "start_time": "2022-04-17T13:06:42.447525Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/orientations_example32.png')\n", "plt.figure(figsize=(10, 10))\n", "imgplot = plt.imshow(img)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Orientations from Map" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:42.883885Z", "start_time": "2022-04-17T13:06:42.761581Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationdipazimuthpolaritygeometryXYZ
0Tonstein89.0090.001.00POINT (194.155 534.236)194.15534.24203.22
1Tonstein45.00270.001.00POINT (489.592 406.562)489.59406.56140.53
2Tonstein50.0090.001.00POINT (231.629 212.654)231.63212.6580.31
3Tonstein89.0090.001.00POINT (199.384 48.813)199.3848.81162.43
4Tonstein45.00270.001.00POINT (433.381 87.158)433.3887.16116.59
\n", "
" ], "text/plain": [ " formation dip azimuth polarity geometry X Y \\\n", "0 Tonstein 89.00 90.00 1.00 POINT (194.155 534.236) 194.15 534.24 \n", "1 Tonstein 45.00 270.00 1.00 POINT (489.592 406.562) 489.59 406.56 \n", "2 Tonstein 50.00 90.00 1.00 POINT (231.629 212.654) 231.63 212.65 \n", "3 Tonstein 89.00 90.00 1.00 POINT (199.384 48.813) 199.38 48.81 \n", "4 Tonstein 45.00 270.00 1.00 POINT (433.381 87.158) 433.38 87.16 \n", "\n", " Z \n", "0 203.22 \n", "1 140.53 \n", "2 80.31 \n", "3 162.43 \n", "4 116.59 " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_points = gpd.read_file(file_path + 'orientations32.shp')\n", "orientations_points = gg.vector.extract_xyz(gdf=orientations_points, dem=topo_raster)\n", "orientations_points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Orientations from Strike Lines" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:42.994546Z", "start_time": "2022-04-17T13:06:42.887889Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
05Tonstein1170.00LINESTRING (546.457 583.476, 546.022 704.178)
14Tonstein1148.75LINESTRING (494.168 436.411, 492.425 705.050)
23Tonstein1127.50LINESTRING (447.543 371.266, 443.621 703.742)
32Tonstein1106.25LINESTRING (401.353 319.848, 400.482 705.050)
41Tonstein1106.25LINESTRING (228.797 259.715, 227.054 704.178)
51Tonstein2106.25LINESTRING (230.976 163.414, 230.104 261.022)
62Tonstein2106.25LINESTRING (401.789 321.155, 396.560 126.376)
73Tonstein2127.50LINESTRING (447.978 372.138, 438.828 57.528)
84Tonstein2148.75LINESTRING (494.168 436.629, 491.117 1.316)
95Tonstein2170.00LINESTRING (547.329 586.090, 545.586 -0.863)
101Tonstein3106.25LINESTRING (231.847 162.107, 231.847 -0.427)
112Tonstein3106.25LINESTRING (396.996 125.940, 399.610 0.445)
123Tonstein3127.50LINESTRING (438.828 57.963, 438.828 0.880)
132Schluffstein1106.25LINESTRING (268.014 63.628, 269.321 0.880)
141Schluffstein1106.25LINESTRING (373.901 34.869, 375.644 0.009)
153Schluffstein1127.50LINESTRING (256.685 23.103, 257.556 0.880)
164Schluffstein2191.25LINESTRING (466.715 675.854, 467.587 527.700)
173Schluffstein2170.00LINESTRING (423.576 453.623, 424.012 702.871)
181Schluffstein2148.75LINESTRING (373.030 393.054, 373.465 703.307)
192Schluffstein2148.75LINESTRING (265.400 352.965, 266.707 702.871)
\n", "
" ], "text/plain": [ " id formation Z geometry\n", "0 5 Tonstein1 170.00 LINESTRING (546.457 583.476, 546.022 704.178)\n", "1 4 Tonstein1 148.75 LINESTRING (494.168 436.411, 492.425 705.050)\n", "2 3 Tonstein1 127.50 LINESTRING (447.543 371.266, 443.621 703.742)\n", "3 2 Tonstein1 106.25 LINESTRING (401.353 319.848, 400.482 705.050)\n", "4 1 Tonstein1 106.25 LINESTRING (228.797 259.715, 227.054 704.178)\n", "5 1 Tonstein2 106.25 LINESTRING (230.976 163.414, 230.104 261.022)\n", "6 2 Tonstein2 106.25 LINESTRING (401.789 321.155, 396.560 126.376)\n", "7 3 Tonstein2 127.50 LINESTRING (447.978 372.138, 438.828 57.528)\n", "8 4 Tonstein2 148.75 LINESTRING (494.168 436.629, 491.117 1.316)\n", "9 5 Tonstein2 170.00 LINESTRING (547.329 586.090, 545.586 -0.863)\n", "10 1 Tonstein3 106.25 LINESTRING (231.847 162.107, 231.847 -0.427)\n", "11 2 Tonstein3 106.25 LINESTRING (396.996 125.940, 399.610 0.445)\n", "12 3 Tonstein3 127.50 LINESTRING (438.828 57.963, 438.828 0.880)\n", "13 2 Schluffstein1 106.25 LINESTRING (268.014 63.628, 269.321 0.880)\n", "14 1 Schluffstein1 106.25 LINESTRING (373.901 34.869, 375.644 0.009)\n", "15 3 Schluffstein1 127.50 LINESTRING (256.685 23.103, 257.556 0.880)\n", "16 4 Schluffstein2 191.25 LINESTRING (466.715 675.854, 467.587 527.700)\n", "17 3 Schluffstein2 170.00 LINESTRING (423.576 453.623, 424.012 702.871)\n", "18 1 Schluffstein2 148.75 LINESTRING (373.030 393.054, 373.465 703.307)\n", "19 2 Schluffstein2 148.75 LINESTRING (265.400 352.965, 266.707 702.871)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "strikes = gpd.read_file(file_path + 'strikes32.shp')\n", "strikes['Z'] = strikes['Z']*0.425\n", "strikes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating Orientations for each formation" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:43.121214Z", "start_time": "2022-04-17T13:06:42.997543Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
00.000.00106.25POINT (314.421 497.198)1.00Tonstein1314.42497.20
126.23269.64116.88POINT (423.250 524.977)1.00Tonstein1423.25524.98
224.15269.44138.12POINT (469.439 554.117)1.00Tonstein1469.44554.12
321.76269.66159.38POINT (519.768 607.278)1.00Tonstein1519.77607.28
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 0.00 0.00 106.25 POINT (314.421 497.198) 1.00 Tonstein1 314.42 \n", "1 26.23 269.64 116.88 POINT (423.250 524.977) 1.00 Tonstein1 423.25 \n", "2 24.15 269.44 138.12 POINT (469.439 554.117) 1.00 Tonstein1 469.44 \n", "3 21.76 269.66 159.38 POINT (519.768 607.278) 1.00 Tonstein1 519.77 \n", "\n", " Y \n", "0 497.20 \n", "1 524.98 \n", "2 554.12 \n", "3 607.28 " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_claystone1 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Tonstein1'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_claystone1" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:43.249245Z", "start_time": "2022-04-17T13:06:43.125238Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
00.000.00106.25POINT (314.857 217.992)1.00Tonstein2314.86217.99
125.65271.63116.88POINT (421.289 219.299)1.00Tonstein2421.29219.30
224.92270.84138.12POINT (468.023 216.902)1.00Tonstein2468.02216.90
321.95270.25159.38POINT (519.550 255.793)1.00Tonstein2519.55255.79
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 0.00 0.00 106.25 POINT (314.857 217.992) 1.00 Tonstein2 314.86 \n", "1 25.65 271.63 116.88 POINT (421.289 219.299) 1.00 Tonstein2 421.29 \n", "2 24.92 270.84 138.12 POINT (468.023 216.902) 1.00 Tonstein2 468.02 \n", "3 21.95 270.25 159.38 POINT (519.550 255.793) 1.00 Tonstein2 519.55 \n", "\n", " Y \n", "0 217.99 \n", "1 219.30 \n", "2 216.90 \n", "3 255.79 " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_claystone2 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Tonstein2'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_claystone2" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:43.341267Z", "start_time": "2022-04-17T13:06:43.252245Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
00.000.00106.25POINT (315.075 72.016)1.00Tonstein3315.0872.02
128.45269.01116.88POINT (418.565 46.307)1.00Tonstein3418.5746.31
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 0.00 0.00 106.25 POINT (315.075 72.016) 1.00 Tonstein3 315.08 \n", "1 28.45 269.01 116.88 POINT (418.565 46.307) 1.00 Tonstein3 418.57 \n", "\n", " Y \n", "0 72.02 \n", "1 46.31 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_claystone3 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Tonstein3'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_claystone3" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:43.435706Z", "start_time": "2022-04-17T13:06:43.345270Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
00.000.00106.25POINT (321.720 24.846)1.00Schluffstein1321.7224.85
161.0388.69116.88POINT (262.894 22.123)1.00Schluffstein1262.8922.12
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation \\\n", "0 0.00 0.00 106.25 POINT (321.720 24.846) 1.00 Schluffstein1 \n", "1 61.03 88.69 116.88 POINT (262.894 22.123) 1.00 Schluffstein1 \n", "\n", " X Y \n", "0 321.72 24.85 \n", "1 262.89 22.12 " ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_siltstone1 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Schluffstein1'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_siltstone1" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:43.531706Z", "start_time": "2022-04-17T13:06:43.437685Z" } }, "outputs": [ { "data": { "text/html": [ "
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dipazimuthZgeometrypolarityformationXY
00.000.00148.75POINT (319.650 538.049)1.00Schluffstein2319.65538.05
17.69270.18159.38POINT (344.924 553.082)1.00Schluffstein2344.92553.08
226.43269.99180.62POINT (445.473 590.012)1.00Schluffstein2445.47590.01
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation \\\n", "0 0.00 0.00 148.75 POINT (319.650 538.049) 1.00 Schluffstein2 \n", "1 7.69 270.18 159.38 POINT (344.924 553.082) 1.00 Schluffstein2 \n", "2 26.43 269.99 180.62 POINT (445.473 590.012) 1.00 Schluffstein2 \n", "\n", " X Y \n", "0 319.65 538.05 \n", "1 344.92 553.08 \n", "2 445.47 590.01 " ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_siltstone2 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Schluffstein2'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_siltstone2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Merging Orientations" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:43.579728Z", "start_time": "2022-04-17T13:06:43.538710Z" } }, "outputs": [ { "data": { "text/html": [ "
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indexformationdipazimuthpolaritygeometryXYZ
00Tonstein89.0090.001.00POINT (194.155 534.236)194.15534.24203.22
11Tonstein45.00270.001.00POINT (489.592 406.562)489.59406.56140.53
22Tonstein50.0090.001.00POINT (231.629 212.654)231.63212.6580.31
33Tonstein89.0090.001.00POINT (199.384 48.813)199.3848.81162.43
44Tonstein45.00270.001.00POINT (433.381 87.158)433.3887.16116.59
50Tonstein0.000.001.00POINT (314.421 497.198)314.42497.20106.25
61Tonstein26.23269.641.00POINT (423.250 524.977)423.25524.98116.88
72Tonstein24.15269.441.00POINT (469.439 554.117)469.44554.12138.12
83Tonstein21.76269.661.00POINT (519.768 607.278)519.77607.28159.38
90Tonstein0.000.001.00POINT (314.857 217.992)314.86217.99106.25
101Tonstein25.65271.631.00POINT (421.289 219.299)421.29219.30116.88
112Tonstein24.92270.841.00POINT (468.023 216.902)468.02216.90138.12
123Tonstein21.95270.251.00POINT (519.550 255.793)519.55255.79159.38
130Tonstein0.000.001.00POINT (315.075 72.016)315.0872.02106.25
141Tonstein28.45269.011.00POINT (418.565 46.307)418.5746.31116.88
150Schluffstein0.000.001.00POINT (321.720 24.846)321.7224.85106.25
161Schluffstein61.0388.691.00POINT (262.894 22.123)262.8922.12116.88
170Schluffstein0.000.001.00POINT (319.650 538.049)319.65538.05148.75
181Schluffstein7.69270.181.00POINT (344.924 553.082)344.92553.08159.38
192Schluffstein26.43269.991.00POINT (445.473 590.012)445.47590.01180.62
\n", "
" ], "text/plain": [ " index formation dip azimuth polarity geometry \\\n", "0 0 Tonstein 89.00 90.00 1.00 POINT (194.155 534.236) \n", "1 1 Tonstein 45.00 270.00 1.00 POINT (489.592 406.562) \n", "2 2 Tonstein 50.00 90.00 1.00 POINT (231.629 212.654) \n", "3 3 Tonstein 89.00 90.00 1.00 POINT (199.384 48.813) \n", "4 4 Tonstein 45.00 270.00 1.00 POINT (433.381 87.158) \n", "5 0 Tonstein 0.00 0.00 1.00 POINT (314.421 497.198) \n", "6 1 Tonstein 26.23 269.64 1.00 POINT (423.250 524.977) \n", "7 2 Tonstein 24.15 269.44 1.00 POINT (469.439 554.117) \n", "8 3 Tonstein 21.76 269.66 1.00 POINT (519.768 607.278) \n", "9 0 Tonstein 0.00 0.00 1.00 POINT (314.857 217.992) \n", "10 1 Tonstein 25.65 271.63 1.00 POINT (421.289 219.299) \n", "11 2 Tonstein 24.92 270.84 1.00 POINT (468.023 216.902) \n", "12 3 Tonstein 21.95 270.25 1.00 POINT (519.550 255.793) \n", "13 0 Tonstein 0.00 0.00 1.00 POINT (315.075 72.016) \n", "14 1 Tonstein 28.45 269.01 1.00 POINT (418.565 46.307) \n", "15 0 Schluffstein 0.00 0.00 1.00 POINT (321.720 24.846) \n", "16 1 Schluffstein 61.03 88.69 1.00 POINT (262.894 22.123) \n", "17 0 Schluffstein 0.00 0.00 1.00 POINT (319.650 538.049) \n", "18 1 Schluffstein 7.69 270.18 1.00 POINT (344.924 553.082) \n", "19 2 Schluffstein 26.43 269.99 1.00 POINT (445.473 590.012) \n", "\n", " X Y Z \n", "0 194.15 534.24 203.22 \n", "1 489.59 406.56 140.53 \n", "2 231.63 212.65 80.31 \n", "3 199.38 48.81 162.43 \n", "4 433.38 87.16 116.59 \n", "5 314.42 497.20 106.25 \n", "6 423.25 524.98 116.88 \n", "7 469.44 554.12 138.12 \n", "8 519.77 607.28 159.38 \n", "9 314.86 217.99 106.25 \n", "10 421.29 219.30 116.88 \n", "11 468.02 216.90 138.12 \n", "12 519.55 255.79 159.38 \n", "13 315.08 72.02 106.25 \n", "14 418.57 46.31 116.88 \n", "15 321.72 24.85 106.25 \n", "16 262.89 22.12 116.88 \n", "17 319.65 538.05 148.75 \n", "18 344.92 553.08 159.38 \n", "19 445.47 590.01 180.62 " ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations = pd.concat([orientations_points, orientations_claystone1, orientations_claystone2, orientations_claystone3, orientations_siltstone1, orientations_siltstone2])\n", "orientations['formation'] = ['Tonstein', 'Tonstein', 'Tonstein', 'Tonstein', 'Tonstein', 'Tonstein', 'Tonstein', 'Tonstein', 'Tonstein', 'Tonstein','Tonstein', 'Tonstein', 'Tonstein', 'Tonstein', 'Tonstein', 'Schluffstein', 'Schluffstein', 'Schluffstein', 'Schluffstein', 'Schluffstein']\n", "orientations = orientations[orientations['formation'].isin(['Tonstein', 'Schluffstein'])].reset_index()\n", "orientations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:44.134996Z", "start_time": "2022-04-17T13:06:43.583724Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 705.0)" ] }, "execution_count": 23, "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", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')\n", "plt.xlim(0, 601)\n", "plt.ylim(0, 705)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## GemPy Model Construction\n", "\n", "The structural geological model will be constructed using the `GemPy` package. " ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:46.098092Z", "start_time": "2022-04-17T13:06:44.138978Z" } }, "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", "metadata": {}, "source": [ "### Creating new Model" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:47.427762Z", "start_time": "2022-04-17T13:06:46.102097Z" } }, "outputs": [ { "data": { "text/plain": [ "Model32 2022-04-17 15:06" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model32')\n", "geo_model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:47.728939Z", "start_time": "2022-04-17T13:06:47.430764Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model32 2022-04-17 15:06" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 601, 0, 705, 0, 300], [100, 100, 100],\n", " surface_points_df=interfaces_coords,\n", " orientations_df=orientations,\n", " default_values=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Model Surfaces" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:47.823205Z", "start_time": "2022-04-17T13:06:47.731935Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
surface series order_surfaces color id
0SchluffsteinDefault series1#0154821
1TonsteinDefault series2#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Schluffstein Default series 1 #015482 1\n", "1 Tonstein Default series 2 #9f0052 2" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.surfaces" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mapping the Stack to Surfaces" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:48.028234Z", "start_time": "2022-04-17T13:06:47.827191Z" } }, "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
0SchluffsteinStrata11#0154821
1TonsteinStrata12#9f00522
2SandsteinStrata13#ffbe003
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Schluffstein Strata1 1 #015482 1\n", "1 Tonstein Strata1 2 #9f0052 2\n", "2 Sandstein Strata1 3 #ffbe00 3" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {'Strata1': ('Schluffstein', 'Tonstein'),\n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Sandstein')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:48.121828Z", "start_time": "2022-04-17T13:06:48.032237Z" } }, "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", "
surface series order_surfaces color id No. of Interfaces No. of Orientations
0SchluffsteinStrata11#0154821485
1TonsteinStrata12#9f005225815
2SandsteinStrata13#ffbe00300
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Schluffstein Strata1 1 #015482 1 48 5\n", "1 Tonstein Strata1 2 #9f0052 2 58 15\n", "2 Sandstein Strata1 3 #ffbe00 3 0 0" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gg.utils.show_number_of_data_points(geo_model=geo_model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Loading Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:48.391890Z", "start_time": "2022-04-17T13:06:48.126837Z" } }, "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([[ 3.005 , 3.525 , 1.5 ],\n", " [ 3.005 , 3.525 , 4.5 ],\n", " [ 3.005 , 3.525 , 7.5 ],\n", " ...,\n", " [598.49583333, 692.5 , 175.96000671],\n", " [598.49583333, 697.5 , 176.22775269],\n", " [598.49583333, 702.5 , 176.43305969]])" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(source='gdal', filepath=file_path + 'raster32.tif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:48.854034Z", "start_time": "2022-04-17T13:06:48.394896Z" } }, "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": 32, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:49.661587Z", "start_time": "2022-04-17T13:06:48.858016Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.plot_3d(geo_model, image=False, plotter_type='basic', notebook=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Setting the Interpolator" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:06:52.687320Z", "start_time": "2022-04-17T13:06:49.664589Z" } }, "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 973.77\n", "$C_o$ 22576.81\n", "drift equations [3]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 33, "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", "metadata": {}, "source": [ "### Computing Model" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:07:47.926575Z", "start_time": "2022-04-17T13:06:52.690309Z" } }, "outputs": [], "source": [ "sol = gp.compute_model(geo_model, compute_mesh=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting Cross Sections" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:07:48.863959Z", "start_time": "2022-04-17T13:07:47.929586Z" } }, "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_2d(geo_model, direction=['x', 'x', 'y', 'y'], cell_number=[25, 75, 25, 75], show_topography=True, show_data=False)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2022-04-17T13:07:50.170045Z", "start_time": "2022-04-17T13:07:48.884965Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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