{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example 29 - Unconformable 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 1134 m wide (W-E extent) and 788 m high (N-S extent). The vertical model extents varies between 0 m and 600 m. The model represents two unconformable dipping planar 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": "2022-04-16T14:39:53.273479Z", "start_time": "2022-04-16T14:39:52.643523Z" } }, "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_example29.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": "2022-04-16T14:39:54.060080Z", "start_time": "2022-04-16T14:39:53.275463Z" } }, "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": "2022-04-16T14:39:54.076070Z", "start_time": "2022-04-16T14:39:54.062067Z" }, "scrolled": true }, "outputs": [], "source": [ "import geopandas as gpd\n", "import rasterio" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:54.200316Z", "start_time": "2022-04-16T14:39:54.077900Z" } }, "outputs": [], "source": [ "file_path = '../data/example29/'\n", "gg.download_gemgis_data.download_tutorial_data(filename=\"example29_unconformable_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": "2022-04-16T14:39:54.424361Z", "start_time": "2022-04-16T14:39:54.201326Z" } }, "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_example29.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": "2022-04-16T14:39:54.536388Z", "start_time": "2022-04-16T14:39:54.426357Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idZgeometry
0None222.00LINESTRING (2.578 40.099, 33.282 34.251, 75.92...
1None177.60LINESTRING (4.771 101.995, 41.324 85.912, 71.5...
2None88.80LINESTRING (1.603 344.217, 17.199 324.235, 33....
3None133.20LINESTRING (3.065 159.017, 29.140 156.580, 57....
4None88.80LINESTRING (1026.294 2.328, 1000.220 20.117, 9...
\n", "
" ], "text/plain": [ " id Z geometry\n", "0 None 222.00 LINESTRING (2.578 40.099, 33.282 34.251, 75.92...\n", "1 None 177.60 LINESTRING (4.771 101.995, 41.324 85.912, 71.5...\n", "2 None 88.80 LINESTRING (1.603 344.217, 17.199 324.235, 33....\n", "3 None 133.20 LINESTRING (3.065 159.017, 29.140 156.580, 57....\n", "4 None 88.80 LINESTRING (1026.294 2.328, 1000.220 20.117, 9..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "topo = gpd.read_file(file_path + 'topo29.shp')\n", "topo['Z'] = topo['Z']*0.444\n", "topo.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Interpolating the contour lines" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:55.029138Z", "start_time": "2022-04-16T14:39:54.538395Z" } }, "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": "2022-04-16T14:39:55.315141Z", "start_time": "2022-04-16T14:39:55.032143Z" }, "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "(0.0, 788.0)" ] }, "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, 1134, 0, 788], 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", "plt.xlim(0, 1134)\n", "plt.ylim(0, 788)" ] }, { "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": "2022-04-16T13:50:08.515510Z", "start_time": "2022-04-16T13:50:08.482480Z" } }, "source": [ "gg.raster.save_as_tiff(raster=topo_raster, path=file_path + 'raster29.tif', extent=[0, 1134, 0, 788], 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": "2022-04-16T14:39:55.360258Z", "start_time": "2022-04-16T14:39:55.317120Z" } }, "outputs": [], "source": [ "topo_raster = rasterio.open(file_path + 'raster29.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": "2022-04-16T14:39:55.582294Z", "start_time": "2022-04-16T14:39:55.363251Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/interfaces_example29.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": "2022-04-16T14:39:55.613370Z", "start_time": "2022-04-16T14:39:55.583291Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idformationgeometry
0NoneLimestoneLINESTRING (1.725 128.313, 28.287 113.692, 53....
1NoneLimestoneLINESTRING (58.016 561.339, 78.120 572.061, 10...
2NoneSandstoneLINESTRING (65.692 416.834, 81.044 391.613, 97...
3NoneSandstoneLINESTRING (563.660 585.098, 588.760 575.595, ...
4NoneLimestoneLINESTRING (888.978 785.650, 900.188 764.937, ...
\n", "
" ], "text/plain": [ " id formation geometry\n", "0 None Limestone LINESTRING (1.725 128.313, 28.287 113.692, 53....\n", "1 None Limestone LINESTRING (58.016 561.339, 78.120 572.061, 10...\n", "2 None Sandstone LINESTRING (65.692 416.834, 81.044 391.613, 97...\n", "3 None Sandstone LINESTRING (563.660 585.098, 588.760 575.595, ...\n", "4 None Limestone LINESTRING (888.978 785.650, 900.188 764.937, ..." ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interfaces = gpd.read_file(file_path + 'interfaces29.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": "2022-04-16T14:39:55.707944Z", "start_time": "2022-04-16T14:39:55.614365Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
formationgeometryXYZ
0LimestonePOINT (1.725 128.313)1.73128.31161.10
1LimestonePOINT (28.287 113.692)28.29113.69166.12
2LimestonePOINT (53.873 99.314)53.8799.31167.68
3LimestonePOINT (77.511 83.475)77.5183.47170.08
4LimestonePOINT (96.518 72.022)96.5272.02171.47
..................
300SandstonePOINT (1089.774 287.316)1089.77287.32181.40
301SandstonePOINT (1099.521 299.257)1099.52299.26184.35
302SandstonePOINT (1111.462 309.979)1111.46309.98185.01
303SandstonePOINT (1123.646 323.382)1123.65323.38185.75
304SandstonePOINT (1131.444 330.448)1131.44330.45186.40
\n", "

305 rows × 5 columns

\n", "
" ], "text/plain": [ " formation geometry X Y Z\n", "0 Limestone POINT (1.725 128.313) 1.73 128.31 161.10\n", "1 Limestone POINT (28.287 113.692) 28.29 113.69 166.12\n", "2 Limestone POINT (53.873 99.314) 53.87 99.31 167.68\n", "3 Limestone POINT (77.511 83.475) 77.51 83.47 170.08\n", "4 Limestone POINT (96.518 72.022) 96.52 72.02 171.47\n", ".. ... ... ... ... ...\n", "300 Sandstone POINT (1089.774 287.316) 1089.77 287.32 181.40\n", "301 Sandstone POINT (1099.521 299.257) 1099.52 299.26 184.35\n", "302 Sandstone POINT (1111.462 309.979) 1111.46 309.98 185.01\n", "303 Sandstone POINT (1123.646 323.382) 1123.65 323.38 185.75\n", "304 Sandstone POINT (1131.444 330.448) 1131.44 330.45 186.40\n", "\n", "[305 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": "2022-04-16T14:39:55.961002Z", "start_time": "2022-04-16T14:39:55.709945Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 788.0)" ] }, "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", "plt.xlabel('X [m]')\n", "plt.ylabel('Y [m]')\n", "plt.xlim(0, 1134)\n", "plt.ylim(0, 788)" ] }, { "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" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:56.169043Z", "start_time": "2022-04-16T14:39:55.963003Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "img = mpimg.imread('../images/orientations_example29.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, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:56.215971Z", "start_time": "2022-04-16T14:39:56.170046Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
idformationZgeometry
02Limestone1222.00LINESTRING (583.886 556.100, 583.642 468.861)
11Limestone1177.60LINESTRING (113.820 587.535, 114.063 385.521)
21Sandstone133.20LINESTRING (231.032 183.507, 721.080 98.461)
32Sandstone177.60LINESTRING (1073.935 271.964, 16.346 453.265)
41Limestone2177.60LINESTRING (114.063 385.521, 115.647 58.375)
52Limestone2222.00LINESTRING (584.008 468.252, 583.033 21.823)
63Limestone1266.40LINESTRING (1041.890 715.835, 1046.764 383.206)
\n", "
" ], "text/plain": [ " id formation Z geometry\n", "0 2 Limestone1 222.00 LINESTRING (583.886 556.100, 583.642 468.861)\n", "1 1 Limestone1 177.60 LINESTRING (113.820 587.535, 114.063 385.521)\n", "2 1 Sandstone 133.20 LINESTRING (231.032 183.507, 721.080 98.461)\n", "3 2 Sandstone 177.60 LINESTRING (1073.935 271.964, 16.346 453.265)\n", "4 1 Limestone2 177.60 LINESTRING (114.063 385.521, 115.647 58.375)\n", "5 2 Limestone2 222.00 LINESTRING (584.008 468.252, 583.033 21.823)\n", "6 3 Limestone1 266.40 LINESTRING (1041.890 715.835, 1046.764 383.206)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "strikes = gpd.read_file(file_path + 'strikes29.shp')\n", "strikes['Z'] = strikes['Z']*0.444\n", "strikes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculating Orientations for each formation" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:56.278901Z", "start_time": "2022-04-16T14:39:56.216972Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
dipazimuthZgeometrypolarityformationXY
05.40269.97199.80POINT (348.853 499.504)1.00Limestone1348.85499.50
15.51269.22244.20POINT (814.046 531.000)1.00Limestone1814.05531.00
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 5.40 269.97 199.80 POINT (348.853 499.504) 1.00 Limestone1 348.85 \n", "1 5.51 269.22 244.20 POINT (814.046 531.000) 1.00 Limestone1 814.05 \n", "\n", " Y \n", "0 499.50 \n", "1 531.00 " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_limestone1 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Limestone1'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_limestone1" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:56.340928Z", "start_time": "2022-04-16T14:39:56.280921Z" } }, "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", "
dipazimuthZgeometrypolarityformationXY
05.43269.98199.80POINT (349.188 233.493)1.00Limestone2349.19233.49
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 5.43 269.98 199.80 POINT (349.188 233.493) 1.00 Limestone2 349.19 \n", "\n", " Y \n", "0 233.49 " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_limestone2 = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Limestone2'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_limestone2" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:56.403933Z", "start_time": "2022-04-16T14:39:56.342929Z" } }, "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", "
dipazimuthZgeometrypolarityformationXY
010.94189.75155.40POINT (510.598 251.799)1.00Sandstone510.60251.80
\n", "
" ], "text/plain": [ " dip azimuth Z geometry polarity formation X \\\n", "0 10.94 189.75 155.40 POINT (510.598 251.799) 1.00 Sandstone 510.60 \n", "\n", " Y \n", "0 251.80 " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations_sandstone = gg.vector.calculate_orientations_from_strike_lines(gdf=strikes[strikes['formation'] == 'Sandstone'].sort_values(by='id', ascending=True).reset_index())\n", "orientations_sandstone" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Merging Orientations" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:56.434220Z", "start_time": "2022-04-16T14:39:56.405935Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \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", "
indexdipazimuthZgeometrypolarityformationXY
005.40269.97199.80POINT (348.853 499.504)1.00Limestone348.85499.50
115.51269.22244.20POINT (814.046 531.000)1.00Limestone814.05531.00
205.43269.98199.80POINT (349.188 233.493)1.00Limestone349.19233.49
3010.94189.75155.40POINT (510.598 251.799)1.00Sandstone510.60251.80
\n", "
" ], "text/plain": [ " index dip azimuth Z geometry polarity formation \\\n", "0 0 5.40 269.97 199.80 POINT (348.853 499.504) 1.00 Limestone \n", "1 1 5.51 269.22 244.20 POINT (814.046 531.000) 1.00 Limestone \n", "2 0 5.43 269.98 199.80 POINT (349.188 233.493) 1.00 Limestone \n", "3 0 10.94 189.75 155.40 POINT (510.598 251.799) 1.00 Sandstone \n", "\n", " X Y \n", "0 348.85 499.50 \n", "1 814.05 531.00 \n", "2 349.19 233.49 \n", "3 510.60 251.80 " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "orientations = pd.concat([orientations_limestone1, orientations_limestone2, orientations_sandstone]).reset_index()\n", "orientations['formation'] = ['Limestone', 'Limestone', 'Limestone', 'Sandstone']\n", "\n", "orientations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the Orientations" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:56.732380Z", "start_time": "2022-04-16T14:39:56.436223Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 788.0)" ] }, "execution_count": 20, "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", "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, 1134)\n", "plt.ylim(0, 788)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:56.747926Z", "start_time": "2022-04-16T14:39:56.734395Z" } }, "outputs": [ { "data": { "text/plain": [ "0 True\n", "1 True\n", "2 True\n", "3 True\n", "dtype: bool" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "orientations.is_valid" ] }, { "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": 22, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:57.600351Z", "start_time": "2022-04-16T14:39:56.755457Z" } }, "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": 23, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:58.252653Z", "start_time": "2022-04-16T14:39:57.603360Z" } }, "outputs": [ { "data": { "text/plain": [ "Model29 2022-04-16 16:39" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model = gp.create_model('Model29')\n", "geo_model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Initiate Data" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:58.364269Z", "start_time": "2022-04-16T14:39:58.255666Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Active grids: ['regular']\n" ] }, { "data": { "text/plain": [ "Model29 2022-04-16 16:39" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.init_data(geo_model, [0, 1134, 0, 788, 0, 600], [50,50,50],\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": 25, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:58.428316Z", "start_time": "2022-04-16T14:39:58.365257Z" } }, "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
0LimestoneDefault series1#0154821
1SandstoneDefault series2#9f00522
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Limestone Default series 1 #015482 1\n", "1 Sandstone Default series 2 #9f0052 2" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.surfaces" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mapping the Stack to Surfaces" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:58.524332Z", "start_time": "2022-04-16T14:39:58.430317Z" } }, "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
0LimestoneStrata11#0154821
1SandstoneStrata21#9f00522
2ClaystoneStrata22#ffbe003
" ], "text/plain": [ " surface series order_surfaces color id\n", "0 Limestone Strata1 1 #015482 1\n", "1 Sandstone Strata2 1 #9f0052 2\n", "2 Claystone Strata2 2 #ffbe00 3" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gp.map_stack_to_surfaces(geo_model,\n", " {'Strata1': ('Limestone'),\n", " 'Strata2': ('Sandstone')\n", " },\n", " remove_unused_series=True)\n", "geo_model.add_surfaces('Claystone')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Adding additional Orientations" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:59.162478Z", "start_time": "2022-04-16T14:39:58.526339Z" } }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
XYZG_xG_yG_zsmoothsurface
0348.85499.50199.80-0.09-0.001.000.01Limestone
1814.05531.00244.20-0.10-0.001.000.01Limestone
2349.19233.49199.80-0.09-0.001.000.01Limestone
450.00600.00300.00-0.100.001.000.01Limestone
550.00700.00300.00-0.100.001.000.01Limestone
650.00800.00300.00-0.100.001.000.01Limestone
7100.00200.00300.00-0.100.001.000.01Limestone
8100.00400.00300.00-0.100.001.000.01Limestone
9100.00600.00300.00-0.100.001.000.01Limestone
10200.00200.00300.00-0.100.001.000.01Limestone
11200.00400.00300.00-0.100.001.000.01Limestone
12200.00600.00300.00-0.100.001.000.01Limestone
13600.00200.00300.00-0.100.001.000.01Limestone
14600.00400.00300.00-0.100.001.000.01Limestone
15600.00600.00300.00-0.100.001.000.01Limestone
161000.00200.00300.00-0.100.001.000.01Limestone
171000.00400.00300.00-0.100.001.000.01Limestone
181000.00600.00300.00-0.100.001.000.01Limestone
3510.60251.80155.40-0.03-0.190.980.01Sandstone
19200.00200.00300.00-0.03-0.190.980.01Sandstone
20200.00400.00300.00-0.03-0.190.980.01Sandstone
21200.00600.00300.00-0.03-0.190.980.01Sandstone
22600.00200.00300.00-0.03-0.190.980.01Sandstone
23600.00400.00300.00-0.03-0.190.980.01Sandstone
24600.00600.00300.00-0.03-0.190.980.01Sandstone
251000.00200.00300.00-0.03-0.190.980.01Sandstone
261000.00400.00300.00-0.03-0.190.980.01Sandstone
271000.00600.00300.00-0.03-0.190.980.01Sandstone
" ], "text/plain": [ " X Y Z G_x G_y G_z smooth surface\n", "0 348.85 499.50 199.80 -0.09 -0.00 1.00 0.01 Limestone\n", "1 814.05 531.00 244.20 -0.10 -0.00 1.00 0.01 Limestone\n", "2 349.19 233.49 199.80 -0.09 -0.00 1.00 0.01 Limestone\n", "4 50.00 600.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "5 50.00 700.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "6 50.00 800.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "7 100.00 200.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "8 100.00 400.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "9 100.00 600.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "10 200.00 200.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "11 200.00 400.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "12 200.00 600.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "13 600.00 200.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "14 600.00 400.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "15 600.00 600.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "16 1000.00 200.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "17 1000.00 400.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "18 1000.00 600.00 300.00 -0.10 0.00 1.00 0.01 Limestone\n", "3 510.60 251.80 155.40 -0.03 -0.19 0.98 0.01 Sandstone\n", "19 200.00 200.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone\n", "20 200.00 400.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone\n", "21 200.00 600.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone\n", "22 600.00 200.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone\n", "23 600.00 400.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone\n", "24 600.00 600.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone\n", "25 1000.00 200.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone\n", "26 1000.00 400.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone\n", "27 1000.00 600.00 300.00 -0.03 -0.19 0.98 0.01 Sandstone" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.add_orientations(X=50, Y=600, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=50, Y=700, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=50, Y=800, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "\n", "geo_model.add_orientations(X=100, Y=200, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=100, Y=400, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=100, Y=600, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "\n", "geo_model.add_orientations(X=200, Y=200, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=200, Y=400, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=200, Y=600, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "\n", "geo_model.add_orientations(X=600, Y=200, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=600, Y=400, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=600, Y=600, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "\n", "geo_model.add_orientations(X=1000, Y=200, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=1000, Y=400, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "geo_model.add_orientations(X=1000, Y=600, Z=300, surface='Limestone', orientation = [270,5.5,1])\n", "\n", "geo_model.add_orientations(X=200, Y=200, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "geo_model.add_orientations(X=200, Y=400, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "geo_model.add_orientations(X=200, Y=600, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "\n", "geo_model.add_orientations(X=600, Y=200, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "geo_model.add_orientations(X=600, Y=400, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "geo_model.add_orientations(X=600, Y=600, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "\n", "geo_model.add_orientations(X=1000, Y=200, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "geo_model.add_orientations(X=1000, Y=400, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "geo_model.add_orientations(X=1000, Y=600, Z=300, surface='Sandstone', orientation = [190,11,1])\n", "\n" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:59.443112Z", "start_time": "2022-04-16T14:39:59.164472Z" } }, "outputs": [ { "data": { "text/plain": [ "(0.0, 788.0)" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "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, 1134)\n", "plt.ylim(0, 788)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Showing the Number of Data Points" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:59.490181Z", "start_time": "2022-04-16T14:39:59.445114Z" } }, "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
0LimestoneStrata11#015482116018
1SandstoneStrata21#9f0052214510
2ClaystoneStrata22#ffbe00300
" ], "text/plain": [ " surface series order_surfaces color id No. of Interfaces No. of Orientations\n", "0 Limestone Strata1 1 #015482 1 160 18\n", "1 Sandstone Strata2 1 #9f0052 2 145 10\n", "2 Claystone Strata2 2 #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": "2022-04-16T14:39:59.633235Z", "start_time": "2022-04-16T14:39:59.492188Z" } }, "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([[ 11.34 , 7.88 , 6. ],\n", " [ 11.34 , 7.88 , 18. ],\n", " [ 11.34 , 7.88 , 30. ],\n", " ...,\n", " [1131.50220264, 775.53164557, 266.35290527],\n", " [1131.50220264, 780.51898734, 267.26382446],\n", " [1131.50220264, 785.50632911, 268.18728638]])" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_model.set_topography(source='gdal', filepath=file_path + 'raster29.tif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting Input Data" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:39:59.856293Z", "start_time": "2022-04-16T14:39:59.635242Z" } }, "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": "2022-04-16T14:40:00.277594Z", "start_time": "2022-04-16T14:39:59.857286Z" } }, "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": "2022-04-16T14:40:02.648348Z", "start_time": "2022-04-16T14:40:00.278594Z" } }, "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 1505.62\n", "$C_o$ 53973.81\n", "drift equations [3, 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": "2022-04-16T14:40:21.861769Z", "start_time": "2022-04-16T14:40:02.650363Z" } }, "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": "2022-04-16T14:40:22.686487Z", "start_time": "2022-04-16T14:40:21.862769Z" } }, "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, 40, 25, 40], show_topography=True, show_data=False)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2022-04-16T14:40:23.582984Z", "start_time": "2022-04-16T14:40:22.687476Z" } }, "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=False)" ] }, { "cell_type": "code", "execution_count": null, "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" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "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": 4 }