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{ + "cell_type": "markdown", + "id": "86f44ca3", + "metadata": {}, + "source": [ + "# 68 Creating Finite Faults with GemGIS\n", + "\n", + "This notebook illustrates how to create finite faults from a GemPy Model. Here, we will use an elongated version of the Graben Model to later create the finite faults. \n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "id": "e7147456", + "metadata": {}, + "source": [ + "## Set File Paths and download Tutorial Data\n", + "\n", + "If you downloaded the latest `GemGIS` version from the Github repository, append the path so that the package can be imported successfully. Otherwise, it is recommended to install `GemGIS` via `pip install gemgis` and import `GemGIS` using `import gemgis as gg`. In addition, the file path to the folder where the data is being stored is set. The tutorial data is downloaded using Pooch (https://www.fatiando.org/pooch/latest/index.html) and stored in the specified folder. Use `pip install pooch` if Pooch is not installed on your system yet." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "eb8af06a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No module named 'osgeo'\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING (aesara.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n", + "WARNING (aesara.configdefaults): g++ not detected! Aesara will be unable to compile C-implementations and will default to Python. Performance may be severely degraded. To remove this warning, set Aesara flags cxx to an empty string.\n", + "WARNING (aesara.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" + ] + } + ], + "source": [ + "import warnings\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "import gempy as gp\n", + "import gemgis as gg\n", + "import pandas as pd\n", + "import geopandas as gpd\n", + "\n", + "import pyvista as pv" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a4128de8", + "metadata": {}, + "outputs": [], + "source": [ + "file_path ='data/68_rotating_gempy_input_data/'\n", + "# gg.download_gemgis_data.download_tutorial_data(filename=\"68_creating_finite_faults_with_gemgis.zip\", dirpath=file_path)" + ] + }, + { + "cell_type": "markdown", + "id": "0219a63e", + "metadata": {}, + "source": [ + "## Loading Input Data" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "9c8c178c", + "metadata": { + "ExecuteTime": { + "end_time": "2022-07-07T08:52:05.255549Z", + "start_time": "2022-07-07T08:52:05.241536Z" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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\n" + ], + "text/plain": [ + " surface series order_surfaces color id\n", + "3 Fault1 Fault1 1 #527682 1\n", + "4 Fault2 Fault2 1 #527682 2\n", + "0 Layer1 Strata1 1 #ffbe00 3\n", + "1 Layer2 Strata1 2 #728f02 4\n", + "2 Layer3 Strata1 3 #443988 5\n", + "5 Basement Strata1 4 #ff3f20 6" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gp.init_data(geo_model, [0, 1000, -500, 1500, -600, 0], [50,50,50],\n", + " surface_points_df=interfaces,\n", + " orientations_df=orientations,\n", + " default_values=True)\n", + "\n", + "gp.map_stack_to_surfaces(geo_model,\n", + " {\n", + " 'Fault1': ('Fault1'),\n", + " 'Fault2': ('Fault2'),\n", + " 'Strata1': ('Layer1', 'Layer2', 'Layer3'), \n", + " },\n", + " remove_unused_series=True)\n", + "geo_model.add_surfaces('Basement')\n", + "geo_model.set_is_fault(['Fault1', 'Fault2'])\n", + "geo_model.set_topography(source='random')\n", + "gp.set_interpolator(geo_model,\n", + " compile_theano=True,\n", + " theano_optimizer='fast_compile',\n", + " verbose=[],\n", + " update_kriging=False\n", + " )\n", + "geo_model.surfaces" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "6751531a", + "metadata": { + "ExecuteTime": { + "end_time": "2022-07-10T16:23:42.152463Z", + "start_time": "2022-07-10T16:23:41.328128Z" + } + }, + "outputs": [ + { + "data": { + "image/jpeg": 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gp.plot_3d(geo_model, image=False, plotter_type='basic', notebook=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "5b7b2377", + "metadata": { + "ExecuteTime": { + "end_time": "2022-07-10T16:24:27.468449Z", + "start_time": "2022-07-10T16:23:46.725299Z" + } + }, + "outputs": [], + "source": [ + "sol = gp.compute_model(geo_model, compute_mesh=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "43e38934", + "metadata": {}, + "outputs": [ + { + "data": { + "image/jpeg": 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gp.plot_3d(geo_model, notebook=True)" + ] + }, + { + "cell_type": "markdown", + "id": "6e08557d-71c9-43ae-a235-09678132f67a", + "metadata": {}, + "source": [ + "## Creating Finite Faults from GemPy Model\n", + "\n", + "Finite faults will be created during a postprocessing step performed in GemGIS. Here, we are using the function `clip_fault_of_gempy_model(..)` to clip a fault. By default, the fault will be clipped at the first or last interface point (both sides can be chosen). In addition, a buffer along the strike of the fault can be chosen to allow the fault to extend beyond the last interface point if wished. \n", + "\n", + "Here, we are choosing to clip the fault on both ends. For the one end, we would like to have a 250 m buffer so that the fault extends beyond the first point. For the last point, we do not want to have a buffer." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "cf16be5d-9ca2-4fb8-a5e7-404ce6cee943", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Fault1': [PolyData (0x216abcb9fc0)\n", + " N Cells: 3545\n", + " N Points: 1896\n", + " N Strips: 0\n", + " X Bounds: 2.027e+02, 5.352e+02\n", + " Y Bounds: -2.000e+02, 9.500e+02\n", + " Z Bounds: -5.940e+02, -1.800e+01\n", + " N Arrays: 1,\n", + " '#527682']}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mesh = gg.postprocessing.clip_fault_of_gempy_model(geo_model,fault='Fault1', \n", + " which='both', \n", + " buffer_first=250, \n", + " buffer_last=0)\n", + "mesh" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4384758b-666c-4757-bd10-ebf2d4356ab5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
PolyDataInformation
N Cells2
N Points2
N Strips0
X Bounds2.500e+02, 2.500e+02
Y Bounds5.000e+01, 9.500e+02
Z Bounds-1.000e+02, -1.000e+02
N Arrays0
\n", + "\n" + ], + "text/plain": [ + "PolyData (0x216abcbafe0)\n", + " N Cells: 2\n", + " N Points: 2\n", + " N Strips: 0\n", + " X Bounds: 2.500e+02, 2.500e+02\n", + " Y Bounds: 5.000e+01, 9.500e+02\n", + " Z Bounds: -1.000e+02, -1.000e+02\n", + " N Arrays: 0" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fault_polydata = pv.PolyData(interfaces[interfaces['formation']=='Fault1'][['X', 'Y', 'Z']].values)\n", + "fault_polydata" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "8efe44b1-2bbe-4048-8423-ab91f646aa88", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Fault1': [PolyData (0x216abcb9780)\n", + " N Cells: 5786\n", + " N Points: 3015\n", + " N Strips: 0\n", + " X Bounds: 2.027e+02, 5.352e+02\n", + " Y Bounds: -4.800e+02, 1.480e+03\n", + " Z Bounds: -5.940e+02, -1.800e+01\n", + " N Arrays: 1,\n", + " '#527682']}" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mesh1 = gg.visualization.create_depth_maps_from_gempy(geo_model, surfaces='Fault1')\n", + "mesh1" + ] + }, + { + "cell_type": "markdown", + "id": "71471da6-4f01-4b81-8b0d-efa735dd9329", + "metadata": {}, + "source": [ + "## Plotting the Result\n", + "\n", + "Plotting the result, we can see the interface points of the fault (red spheres), the original extent of the fault modeled by GemPy in gray and the clipped fault (finite fault) with a buffer on one side in red." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "c703c477-18d1-4691-b7d9-c472f92da7d6", + "metadata": {}, + "outputs": [ + { + "data": { + "image/jpeg": 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "p = pv.Plotter(notebook=True)\n", + "\n", + "p.add_mesh(mesh['Fault1'][0], color='red', opacity=0.5)\n", + "p.add_mesh(mesh1['Fault1'][0], color=mesh1['Fault1'][1])\n", + "\n", + "p.add_mesh(fault_polydata, color='red', point_size=40, render_points_as_spheres=True)\n", + "\n", + "p.set_background('white')\n", + "p.set_scale(1,1,1)\n", + "p.show_bounds(color='black', font_size=12)\n", + "\n", + "p.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "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": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/getting_started/tutorial/index.rst b/docs/getting_started/tutorial/index.rst index 0de9a1a7..989bdc35 100644 --- a/docs/getting_started/tutorial/index.rst +++ b/docs/getting_started/tutorial/index.rst @@ -105,4 +105,5 @@ Each set of functions of GemGIS is collected in a different module. The function 64_displaying_seismic_line_density 65_displaying_seismic_horizons_and_faults 66_generating_voronoi_polygons - 67_rotating_gempy_input_data \ No newline at end of file + 67_rotating_gempy_input_data + 68_Creating_Finite_Faults_with_GemGIS \ No newline at end of file