{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example 1 - Planar Dipping 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 972 m wide (W-E extent) and 1069 m high (N-S extent). The vertical model extents varies between 300 m and 800 m. The model represents two planar stratigraphic units (blue and red) dipping towards the south 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": "2022-04-03T08:21:34.630487Z", "start_time": "2022-04-03T08:21:33.808752Z" } }, "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.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": "2022-04-03T08:21:36.122939Z", "start_time": "2022-04-03T08:21:34.633484Z" } }, "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": "2022-04-03T08:21:36.137945Z", "start_time": "2022-04-03T08:21:36.126944Z" }, "scrolled": true }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:36.469164Z", "start_time": "2022-04-03T08:21:36.139948Z" } }, "outputs": [], "source": [ "file_path = 'data/example01/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example01_planar_dipping_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": "2022-04-03T08:21:36.654200Z", "start_time": "2022-04-03T08:21:36.471148Z" } }, "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_example1.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": "2022-04-03T08:21:36.780508Z", "start_time": "2022-04-03T08:21:36.656189Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None400LINESTRING (0.741 475.441, 35.629 429.247, 77....
1None300LINESTRING (645.965 0.525, 685.141 61.866, 724...
2None400LINESTRING (490.292 0.525, 505.756 40.732, 519...
3None600LINESTRING (911.433 1068.585, 908.856 1026.831...
4None700LINESTRING (228.432 1068.585, 239.772 1017.037...
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 400 LINESTRING (0.741 475.441, 35.629 429.247, 77....\n", "1 None 300 LINESTRING (645.965 0.525, 685.141 61.866, 724...\n", "2 None 400 LINESTRING (490.292 0.525, 505.756 40.732, 519...\n", "3 None 600 LINESTRING (911.433 1068.585, 908.856 1026.831...\n", "4 None 700 LINESTRING (228.432 1068.585, 239.772 1017.037..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo1.shp')\n", "topo.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:37.148017Z", "start_time": "2022-04-03T08:21:36.783507Z" } }, "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": "2022-04-03T08:21:37.447104Z", "start_time": "2022-04-03T08:21:37.151024Z" }, "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "(0.0, 1069.0)" ] }, "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", "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, 972, 0, 1069], cmap='gist_earth')\n", "cbar = plt.colorbar(im)\n", "cbar.set_label('Altitude [m]')\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 972)\n", "ax.set_ylim(0, 1069)" ] }, { "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": {}, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster1.tif', extent=[0, 972, 0, 1069], 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": "2022-04-03T08:21:37.493104Z", "start_time": "2022-04-03T08:21:37.449090Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster1.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": "2022-04-03T08:21:37.651158Z", "start_time": "2022-04-03T08:21:37.495104Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/interfaces_example1.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": "2022-04-03T08:21:37.699152Z", "start_time": "2022-04-03T08:21:37.653139Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationgeometry
0NoneSand1LINESTRING (0.256 264.862, 10.593 276.734, 17....
1NoneTonLINESTRING (0.188 495.787, 8.841 504.142, 41.0...
2NoneTonLINESTRING (970.677 833.053, 959.372 800.023, ...
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" ], "text/plain": [ " id formation geometry\n", "0 None Sand1 LINESTRING (0.256 264.862, 10.593 276.734, 17....\n", "1 None Ton LINESTRING (0.188 495.787, 8.841 504.142, 41.0...\n", "2 None Ton LINESTRING (970.677 833.053, 959.372 800.023, ..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces1_lines.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": "2022-04-03T08:21:37.792185Z", "start_time": "2022-04-03T08:21:37.700152Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationgeometryXYZ
0Sand1POINT (0.256 264.862)0.26264.86353.97
1Sand1POINT (10.593 276.734)10.59276.73359.04
2Sand1POINT (17.135 289.090)17.13289.09364.28
3Sand1POINT (19.150 293.313)19.15293.31364.99
4Sand1POINT (27.795 310.572)27.80310.57372.81
..................
126TonPOINT (636.023 859.788)636.02859.79618.32
127TonPOINT (608.851 912.396)608.85912.40647.91
128TonPOINT (560.110 990.617)560.11990.62697.06
129TonPOINT (526.375 1045.388)526.381045.39724.56
130TonPOINT (512.240 1067.951)512.241067.95734.76
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131 rows × 5 columns

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" ], "text/plain": [ " formation geometry X Y Z\n", "0 Sand1 POINT (0.256 264.862) 0.26 264.86 353.97\n", "1 Sand1 POINT (10.593 276.734) 10.59 276.73 359.04\n", "2 Sand1 POINT (17.135 289.090) 17.13 289.09 364.28\n", "3 Sand1 POINT (19.150 293.313) 19.15 293.31 364.99\n", "4 Sand1 POINT (27.795 310.572) 27.80 310.57 372.81\n", ".. ... ... ... ... ...\n", "126 Ton POINT (636.023 859.788) 636.02 859.79 618.32\n", "127 Ton POINT (608.851 912.396) 608.85 912.40 647.91\n", "128 Ton POINT (560.110 990.617) 560.11 990.62 697.06\n", "129 Ton POINT (526.375 1045.388) 526.38 1045.39 724.56\n", "130 Ton POINT (512.240 1067.951) 512.24 1067.95 734.76\n", "\n", "[131 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" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:38.054256Z", "start_time": "2022-04-03T08:21:37.795185Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 1069.0)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "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", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 972)\n", "ax.set_ylim(0, 1069)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:38.286299Z", "start_time": "2022-04-03T08:21:38.056244Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(53.5, 0.5, 'Y [m]')" ] }, "execution_count": 14, "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='Z', legend=True, aspect='equal', cmap='gist_earth')\n", "plt.grid()\n", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "# ax.set_xlim(0, 972)\n", "# ax.set_ylim(0, 1069)" ] }, { "cell_type": "markdown", "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", "\n", "For this example, the orientations were calculated beforehand and will just be loaded into `GemPy`." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:38.458233Z", "start_time": "2022-04-03T08:21:38.288297Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/orientations_example1.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": 16, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:38.538236Z", "start_time": "2022-04-03T08:21:38.460227Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationdipazimuthgeometryXYZpolarity
0Ton30.50180.00POINT (96.471 451.564)96.47451.56440.591
1Ton30.50180.00POINT (172.761 661.877)172.76661.88556.381
2Ton30.50180.00POINT (383.074 957.758)383.07957.76729.021
3Ton30.50180.00POINT (592.356 722.702)592.36722.70601.551
4Ton30.50180.00POINT (766.586 348.469)766.59348.47378.631
5Ton30.50180.00POINT (843.907 167.023)843.91167.02282.611
6Ton30.50180.00POINT (941.846 428.883)941.85428.88423.451
7Ton30.50180.00POINT (22.142 299.553)22.14299.55368.051
\n", "
" ], "text/plain": [ " formation dip azimuth geometry X Y Z \\\n", "0 Ton 30.50 180.00 POINT (96.471 451.564) 96.47 451.56 440.59 \n", "1 Ton 30.50 180.00 POINT (172.761 661.877) 172.76 661.88 556.38 \n", "2 Ton 30.50 180.00 POINT (383.074 957.758) 383.07 957.76 729.02 \n", "3 Ton 30.50 180.00 POINT (592.356 722.702) 592.36 722.70 601.55 \n", "4 Ton 30.50 180.00 POINT (766.586 348.469) 766.59 348.47 378.63 \n", "5 Ton 30.50 180.00 POINT (843.907 167.023) 843.91 167.02 282.61 \n", "6 Ton 30.50 180.00 POINT (941.846 428.883) 941.85 428.88 423.45 \n", "7 Ton 30.50 180.00 POINT (22.142 299.553) 22.14 299.55 368.05 \n", "\n", " polarity \n", "0 1 \n", "1 1 \n", "2 1 \n", "3 1 \n", "4 1 \n", "5 1 \n", "6 1 \n", "7 1 " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations = gpd.read_file(file_path + 'orientations1.shp')\n", "orientations = gg.vector.extract_xyz(gdf=orientations, dem=topo_raster)\n", "orientations['polarity'] = 1\n", "orientations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:38.835283Z", "start_time": "2022-04-03T08:21:38.540216Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 1069.0)" ] }, "execution_count": 17, "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", "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, 972)\n", "ax.set_ylim(0, 1069)" ] }, { "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": 18, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:40.400083Z", "start_time": "2022-04-03T08:21:38.837284Z" } }, "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": 19, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:41.323138Z", "start_time": "2022-04-03T08:21:40.402109Z" } }, "outputs": [ { "data": { "text/plain": [ "Model1 2022-04-03 10:21" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model1')\n", "geo_model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:41.559252Z", "start_time": "2022-04-03T08:21:41.328124Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model1 2022-04-03 10:21" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 972, 0, 1069, 300, 800], [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": 21, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:41.651894Z", "start_time": "2022-04-03T08:21:41.561246Z" } }, "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
0Sand1Default series1#0154821
1TonDefault series2#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Sand1 Default series 1 #015482 1\n", "1 Ton Default series 2 #9f0052 2" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.surfaces" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mapping the Stack to Surfaces" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:41.761919Z", "start_time": "2022-04-03T08:21:41.656898Z" } }, "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
0Sand1Strata1#0154821
1TonStrata2#9f00522
2BasementStrata3#ffbe003
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Sand1 Strata 1 #015482 1\n", "1 Ton Strata 2 #9f0052 2\n", "2 Basement Strata 3 #ffbe00 3" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {'Strata': ('Sand1', 'Ton')},\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Basement')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:41.809931Z", "start_time": "2022-04-03T08:21:41.764920Z" } }, "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
0Sand1Strata1#0154821950
1TonStrata2#9f00522368
2BasementStrata3#ffbe00300
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Sand1 Strata 1 #015482 1 95 0\n", "1 Ton Strata 2 #9f0052 2 36 8\n", "2 Basement Strata 3 #ffbe00 3 0 0" ] }, "execution_count": 23, "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": 24, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:42.183015Z", "start_time": "2022-04-03T08:21:41.811932Z" } }, "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([[ 4.86 , 5.345 , 302.5 ],\n", " [ 4.86 , 5.345 , 307.5 ],\n", " [ 4.86 , 5.345 , 312.5 ],\n", " ...,\n", " [ 970.056 , 1059.28181818, 622.0892334 ],\n", " [ 970.056 , 1063.16909091, 622.06713867],\n", " [ 970.056 , 1067.05636364, 622.05786133]])" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(source='gdal', filepath=file_path + 'raster1.tif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Defining Custom Section" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:42.432747Z", "start_time": "2022-04-03T08:21:42.185017Z" } }, "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[1.372395262185787, 383.9794474025771][970.9954955186289, 383.8831909730347][100, 80]969.62
" ], "text/plain": [ " start stop resolution dist\n", "Section1 [1.372395262185787, 383.9794474025771] [970.9954955186289, 383.8831909730347] [100, 80] 969.62" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "custom_section = gpd.read_file(file_path + 'customsections1.shp')\n", "custom_section_dict = gg.utils.to_section_dict(custom_section, section_column='section')\n", "geo_model.set_section_grid(custom_section_dict)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:42.620693Z", "start_time": "2022-04-03T08:21:42.433749Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 26, "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", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:42.854757Z", "start_time": "2022-04-03T08:21:42.622693Z" } }, "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": 28, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:43.368156Z", "start_time": "2022-04-03T08:21:42.856751Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 28, "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": 29, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:21:46.153849Z", "start_time": "2022-04-03T08:21:43.370157Z" } }, "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 1528.9\n", "$C_o$ 55655.83\n", "drift equations [3]\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 29, "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": 30, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:22:51.367209Z", "start_time": "2022-04-03T08:21:46.156849Z" } }, "outputs": [], "source": [ "sol = gp.compute_model(geo_model, compute_mesh=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting Cross Sections" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:22:51.586298Z", "start_time": "2022-04-03T08:22:51.370210Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 31, "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": 32, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:22:52.590887Z", "start_time": "2022-04-03T08:22:51.588278Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"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": 33, "metadata": { "ExecuteTime": { "end_time": "2022-04-03T08:22:54.833931Z", "start_time": "2022-04-03T08:22:52.592887Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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