{ "cells": [ { "cell_type": "markdown", "id": "arranged-tenant", "metadata": {}, "source": [ "# Example 14 - Three Point Problem\n", "\n" ] }, { "cell_type": "markdown", "id": "disturbed-addiction", "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 2973 m wide (W-E extent) and 3698 m high (N-S extent). The vertical model extent varies between 0 m and 1000 m. This example represents a classic \"three-point-problem\" of planar dipping layers (blue and purple) above an unspecified basement. The interface points were not recorded at the surface but rather in boreholes at depth.\n", "\n", "The map has been georeferenced with QGIS. The outcrops of the layers were digitized in QGIS. 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": "diagnostic-replica", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:02.102113Z", "start_time": "2022-04-05T09:06:01.456307Z" } }, "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_example14.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": "2022-04-05T09:06:02.935770Z", "start_time": "2022-04-05T09:06:02.103107Z" } }, "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": "2022-04-05T09:06:02.951817Z", "start_time": "2022-04-05T09:06:02.938788Z" } }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio " ] }, { "cell_type": "code", "execution_count": 4, "id": "healthy-queens", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:03.713582Z", "start_time": "2022-04-05T09:06:02.953825Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file 'example14_three_point_problem.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2Fexample14_three_point_problem.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\example\\data\\example14'.\n" ] } ], "source": [ "file_path = 'data/example14/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example14_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": "eastern-revision", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:03.903641Z", "start_time": "2022-04-05T09:06:03.716585Z" } }, "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_example14.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": "2022-04-05T09:06:04.013677Z", "start_time": "2022-04-05T09:06:03.905629Z" } }, "outputs": [ { "data": { "text/html": [ "
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idZgeometry
0None800LINESTRING (373.021 427.168, 400.177 396.582, ...
1None800LINESTRING (1394.650 431.742, 1406.656 411.732...
2None700LINESTRING (3.131 921.975, 58.014 877.954, 104...
3None700LINESTRING (263.826 1502.823, 293.269 1491.960...
4None600LINESTRING (2110.419 2231.741, 2145.293 2212.3...
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 800 LINESTRING (373.021 427.168, 400.177 396.582, ...\n", "1 None 800 LINESTRING (1394.650 431.742, 1406.656 411.732...\n", "2 None 700 LINESTRING (3.131 921.975, 58.014 877.954, 104...\n", "3 None 700 LINESTRING (263.826 1502.823, 293.269 1491.960...\n", "4 None 600 LINESTRING (2110.419 2231.741, 2145.293 2212.3..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo14.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": "2022-04-05T09:06:04.786518Z", "start_time": "2022-04-05T09:06:04.015671Z" } }, "outputs": [], "source": [ "topo_raster = gg.vector.interpolate_raster(gdf=topo, value='Z', method='rbf', res=15)" ] }, { "cell_type": "markdown", "id": "experimental-press", "metadata": {}, "source": [ "### Plotting the raster" ] }, { "cell_type": "code", "execution_count": 8, "id": "frozen-gazette", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:05.074200Z", "start_time": "2022-04-05T09:06:04.788520Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3698.0)" ] }, "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, 2973, 0, 3698], 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, 2973)\n", "ax.set_ylim(0, 3698)" ] }, { "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": "waiting-birth", "metadata": { "ExecuteTime": { "end_time": "2021-03-31T10:08:38.322632Z", "start_time": "2021-03-31T10:08:38.293606Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster14.tif', extent=[0, 2973, 0, 3698], 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": "2022-04-05T09:06:05.105508Z", "start_time": "2022-04-05T09:06:05.075187Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster14.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 for this three point example will be digitized as points with the respective height value as given by the contour lines and the respective formation. \n" ] }, { "cell_type": "code", "execution_count": 10, "id": "varying-dodge", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:05.265568Z", "start_time": "2022-04-05T09:06:05.106513Z" } }, "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/interfaces_example14.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": "2022-04-05T09:06:05.312346Z", "start_time": "2022-04-05T09:06:05.267549Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationgeometry
0NoneSandstoneLINESTRING (491.899 1350.893, 476.463 1416.067...
1NoneShaleLINESTRING (986.420 273.809, 976.701 356.706, ...
2NoneSandstoneLINESTRING (2137.825 264.091, 2168.697 322.404...
3NoneSandstoneLINESTRING (2295.614 934.124, 2339.635 938.126...
4NoneShaleLINESTRING (1190.517 3118.020, 1213.957 3027.6...
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" ], "text/plain": [ " id formation geometry\n", "0 None Sandstone LINESTRING (491.899 1350.893, 476.463 1416.067...\n", "1 None Shale LINESTRING (986.420 273.809, 976.701 356.706, ...\n", "2 None Sandstone LINESTRING (2137.825 264.091, 2168.697 322.404...\n", "3 None Sandstone LINESTRING (2295.614 934.124, 2339.635 938.126...\n", "4 None Shale LINESTRING (1190.517 3118.020, 1213.957 3027.6..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces14.shp')\n", "interfaces.head()" ] }, { "cell_type": "markdown", "id": "happy-fireplace", "metadata": {}, "source": [ "### Extracting Z coordinate from Digital Elevation Model" ] }, { "cell_type": "code", "execution_count": 12, "id": "stopped-saint", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:05.376377Z", "start_time": "2022-04-05T09:06:05.314357Z" } }, "outputs": [ { "data": { "text/html": [ "
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formationgeometryXYZ
0SandstonePOINT (491.899 1350.893)491.901350.89663.18
1SandstonePOINT (476.463 1416.067)476.461416.07656.31
2SandstonePOINT (470.174 1476.096)470.171476.10643.79
3SandstonePOINT (470.746 1548.702)470.751548.70625.64
4SandstonePOINT (475.891 1617.306)475.891617.31607.52
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" ], "text/plain": [ " formation geometry X Y Z\n", "0 Sandstone POINT (491.899 1350.893) 491.90 1350.89 663.18\n", "1 Sandstone POINT (476.463 1416.067) 476.46 1416.07 656.31\n", "2 Sandstone POINT (470.174 1476.096) 470.17 1476.10 643.79\n", "3 Sandstone POINT (470.746 1548.702) 470.75 1548.70 625.64\n", "4 Sandstone POINT (475.891 1617.306) 475.89 1617.31 607.52" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces_coords = gg.vector.extract_xyz(gdf=interfaces, dem=topo_raster)\n", "interfaces_coords.head()" ] }, { "cell_type": "markdown", "id": "valued-coast", "metadata": {}, "source": [ "### Plotting the Interface Points" ] }, { "cell_type": "code", "execution_count": 13, "id": "involved-association", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:05.581419Z", "start_time": "2022-04-05T09:06:05.378373Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3698.0)" ] }, "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", "ax.set_xlabel('X [m]')\n", "ax.set_ylabel('Y [m]')\n", "ax.set_xlim(0, 2973)\n", "ax.set_ylim(0, 3698)" ] }, { "cell_type": "markdown", "id": "inner-mathematics", "metadata": {}, "source": [ "## Orientations from Strike Lines\n", "\n", "For this three point example, an orientation is calculated using `gg.vector.calculate_orientation_for_three_point_problem()`. \n" ] }, { "cell_type": "code", "execution_count": 14, "id": "romance-round", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:05.739857Z", "start_time": "2022-04-05T09:06:05.582419Z" } }, "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_example14.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": 15, "id": "bulgarian-turtle", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:05.786661Z", "start_time": "2022-04-05T09:06:05.741852Z" } }, "outputs": [ { "data": { "text/html": [ "
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idformationZgeometry
0NoneSandstone600POINT (477.321 1628.597)
1NoneSandstone700POINT (2201.427 477.764)
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" ], "text/plain": [ " id formation Z geometry\n", "0 None Sandstone 600 POINT (477.321 1628.597)\n", "1 None Sandstone 700 POINT (2201.427 477.764)\n", "2 None Sandstone 600 POINT (2390.088 942.556)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations = gpd.read_file(file_path + 'orientations14.shp')\n", "orientations" ] }, { "cell_type": "code", "execution_count": 16, "id": "configured-evaluation", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:05.818655Z", "start_time": "2022-04-05T09:06:05.788659Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " Z formation azimuth dip polarity X Y \\\n", "0 633.33 Sandstone 340.27 11.28 1.00 1689.61 1016.31 \n", "\n", " geometry \n", "0 POINT (1689.612 1016.306) " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations" ] }, { "cell_type": "markdown", "id": "textile-christianity", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 19, "id": "detected-certificate", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:06.118951Z", "start_time": "2022-04-05T09:06:05.867838Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 3698.0)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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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, 2973)\n", "ax.set_ylim(0, 3698)" ] }, { "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": 20, "id": "governing-brazilian", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:07.018464Z", "start_time": "2022-04-05T09:06:06.119958Z" } }, "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": 21, "id": "binding-fishing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:07.655794Z", "start_time": "2022-04-05T09:06:07.020466Z" } }, "outputs": [ { "data": { "text/plain": [ "Model14 2022-04-05 11:06" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model14')\n", "geo_model" ] }, { "cell_type": "markdown", "id": "stopped-poster", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 22, "id": "assisted-nothing", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:07.842433Z", "start_time": "2022-04-05T09:06:07.659789Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model14 2022-04-05 11:06" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 2973, 0, 3698, 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": 23, "id": "cutting-energy", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:07.906352Z", "start_time": "2022-04-05T09:06:07.845433Z" } }, "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
0SandstoneDefault series1#0154821
1ShaleDefault series2#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Sandstone Default series 1 #015482 1\n", "1 Shale Default series 2 #9f0052 2" ] }, "execution_count": 23, "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": 24, "id": "formed-thought", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:07.999851Z", "start_time": "2022-04-05T09:06:07.908356Z" } }, "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
0SandstoneStrata11#0154821
1ShaleStrata12#9f00522
2ConglomerateStrata13#ffbe003
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Sandstone Strata1 1 #015482 1\n", "1 Shale Strata1 2 #9f0052 2\n", "2 Conglomerate Strata1 3 #ffbe00 3" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {\n", " 'Strata1': ('Sandstone', 'Shale'),\n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Conglomerate')" ] }, { "cell_type": "markdown", "id": "subtle-techno", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 25, "id": "forty-treaty", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:08.047861Z", "start_time": "2022-04-05T09:06:08.001852Z" } }, "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
0SandstoneStrata11#0154821251
1ShaleStrata12#9f00522220
2ConglomerateStrata13#ffbe00300
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Sandstone Strata1 1 #015482 1 25 1\n", "1 Shale Strata1 2 #9f0052 2 22 0\n", "2 Conglomerate Strata1 3 #ffbe00 3 0 0" ] }, "execution_count": 25, "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": 26, "id": "subsequent-technique", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:08.271648Z", "start_time": "2022-04-05T09:06:08.049862Z" } }, "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([[ 14.865 , 18.49 , 5. ],\n", " [ 14.865 , 18.49 , 15. ],\n", " [ 14.865 , 18.49 , 25. ],\n", " ...,\n", " [2965.49242424, 3660.5708502 , 428.21966553],\n", " [2965.49242424, 3675.54251012, 427.20385742],\n", " [2965.49242424, 3690.51417004, 426.23760986]])" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(\n", " source='gdal', filepath=file_path + 'raster14.tif')" ] }, { "cell_type": "markdown", "id": "extreme-drink", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 27, "id": "conservative-philip", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:08.478907Z", "start_time": "2022-04-05T09:06:08.272652Z" } }, "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, "id": "vocational-intranet", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:08.811633Z", "start_time": "2022-04-05T09:06:08.481918Z" } }, "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", "id": "geological-triple", "metadata": {}, "source": [ "### Setting the Interpolator" ] }, { "cell_type": "code", "execution_count": 29, "id": "external-clerk", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:11.234887Z", "start_time": "2022-04-05T09:06:08.812640Z" } }, "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 4849.12\n", "$C_o$ 559855.55\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", "id": "above-lending", "metadata": {}, "source": [ "### Computing Model" ] }, { "cell_type": "code", "execution_count": 30, "id": "impressed-adams", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:30.052283Z", "start_time": "2022-04-05T09:06:11.235896Z" } }, "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": 31, "id": "champion-collectible", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:30.687616Z", "start_time": "2022-04-05T09:06:30.055294Z" } }, "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, 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": 32, "id": "developing-comparison", "metadata": { "ExecuteTime": { "end_time": "2022-04-05T09:06:32.150751Z", "start_time": "2022-04-05T09:06:30.689595Z" } }, "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 }