{ "cells": [ { "cell_type": "markdown", "id": "024a62fd-9975-4107-9f3c-1b97601168dd", "metadata": {}, "source": [ "# Make Structured 3D Mesh\n", "\n", "A common input into 3D inversions is a structured mesh with equal cells within the station area and some padding cells. There are some tools in MTpy that can help design a mesh based on station locations, add topography or bathymetry, write to file specific for the inversion code. " ] }, { "cell_type": "code", "execution_count": 1, "id": "95c96fc1-fb21-455f-89e9-0cf9f6ec3e28", "metadata": {}, "outputs": [], "source": [ "%matplotlib widget" ] }, { "cell_type": "code", "execution_count": 2, "id": "3bc3b093-3499-4953-8ba9-a3867eb461eb", "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "from mtpy import MTData\n", "from mtpy.modeling import StructuredGrid3D" ] }, { "cell_type": "markdown", "id": "920c3158-dd9f-4735-bfed-c05d44bc134e", "metadata": {}, "source": [ "## 1. Read Data File\n", "\n", "In the previous notebook we created a data file, lets read that in and use the station locations to create a structured mesh for finite element codes like ModEM, WS3DINV, JIF3D." ] }, { "cell_type": "code", "execution_count": 3, "id": "7e03ab2f-c781-4d2b-8395-ba01659df049", "metadata": {}, "outputs": [], "source": [ "mtd = MTData()\n", "mtd.from_modem(r\"example_modem_data_file.dat\")" ] }, { "cell_type": "markdown", "id": "b7b5a323-6ced-495b-a1d9-deb2b2b859b9", "metadata": {}, "source": [ "## 2. Create a Model\n", "\n", "Now that we have station locations we can create a 3D mesh." ] }, { "cell_type": "code", "execution_count": 4, "id": "a4d2571d-949c-46ba-9c37-fd36002ac186", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MT Location: \n", "--------------------\n", " Latitude (deg): 38.873786\n", " Longitude (deg): -118.196245\n", " Elevation (m): 0.0000\n", " Datum crs: EPSG:4326\n", "\n", " Easting (m): 396229.653\n", " Northing (m): 4303450.561\n", " UTM crs: EPSG:32611\n", "\n", " Model Easting (m): 396229.653\n", " Model Northing (m): 4303450.561\n", " Model Elevation (m): 0.000\n", " Profile Offset (m): 0.000\n" ] } ], "source": [ "mesh = StructuredGrid3D()\n", "mesh.station_locations = mtd.station_locations\n", "mesh.center_point = mtd.center_point\n", "print(mesh.center_point)" ] }, { "cell_type": "code", "execution_count": null, "id": "9f345aa2", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "id": "482b6383-0790-42ac-b4a4-aaf41fc67b81", "metadata": {}, "source": [ "### Horizontal Set Cell Sizes\n", "\n", "We can set the lateral cell sizes in the east and north direction. There is a trade-off between cell size, computation speed, and resolution. Ideally you would like a few cells between each station to allow the inversion to find a better solution, but you don't want too many that it will take ages to calculate. \n", "\n", "The example data was collected at about 8 km station spacing, so lets try 2km cell sizes within the station area." ] }, { "cell_type": "code", "execution_count": 5, "id": "1a9af124-7730-4193-838e-39d256185fe4", "metadata": {}, "outputs": [], "source": [ "mesh.cell_size_east = 2000\n", "mesh.cell_size_north = 2000" ] }, { "cell_type": "markdown", "id": "f7957e38-ebbe-476f-af52-d0219bf6893f", "metadata": {}, "source": [ "#### Horizontal Padding cells\n", "\n", "There are a few different padding cells. \n", "\n", "- `pad_num` is the number of padding cells of the same size as the station cells that extent outside the station area (default is 3)\n", "- `pad_east` and `pad_north` describe the number of padding cells between the edge of the station area and the desired extent, these are calculated on an exponential distance. " ] }, { "cell_type": "code", "execution_count": 6, "id": "9267ffc3-7949-4252-b240-8efeb2b7e700", "metadata": {}, "outputs": [], "source": [ "mesh.pad_east = 10\n", "mesh.pad_north = 10" ] }, { "cell_type": "code", "execution_count": 7, "id": "4f60633c-3563-4b36-bb79-e6ae9b1fa573", "metadata": {}, "outputs": [], "source": [ "mesh.ew_ext = 250000\n", "mesh.ns_ext = 250000" ] }, { "cell_type": "markdown", "id": "942dd378-ee68-4d85-9ce1-a7eeccaff84b", "metadata": {}, "source": [ "#### Vertical Cells\n", "\n", "Because MT is a diffusive method we want to have a vertical grid that increases in size as a function of depth. There are a few ways to do this. Here we provide the first layer thickness `z1_layer`, the number of layers `n_layers` and the target depth `z_target_depth`. Then the cells will increase geometrically from the `z1_layer` to `z_target_depth`. These data are meant to image regional structures using broadband data, so the first layer should be thin and target depth around 50 km." ] }, { "cell_type": "code", "execution_count": 8, "id": "eaf99162-4e90-4515-9f35-a2849d9723d2", "metadata": {}, "outputs": [], "source": [ "mesh.z1_layer = 30\n", "mesh.n_layers = 50\n", "mesh.z_target_depth = 50000" ] }, { "cell_type": "markdown", "id": "b511dc81-b818-4a6f-adf1-4867ff5468a7", "metadata": {}, "source": [ "#### Vertical Padding cells\n", "\n", "We also need some padding cells in the vertical direction. We can set the geometric factor if needed." ] }, { "cell_type": "code", "execution_count": 9, "id": "7c83995d-c6e2-45e9-a35d-cff1f410a128", "metadata": {}, "outputs": [], "source": [ "mesh.pad_z = 5\n", "mesh.pad_stretch_v = 1.5" ] }, { "cell_type": "markdown", "id": "04a3256e-8fe0-484f-ba76-776a0643ea98", "metadata": {}, "source": [ "### Make Mesh \n", "\n", "Now we can create the mesh and see what it looks like." ] }, { "cell_type": "code", "execution_count": 10, "id": "69ca3a04-65b4-47ff-b215-ff05c31b8131", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Structured3DMesh Model Object:\n", "--------------------\n", "\tNumber of stations = 59\n", "\tMesh Parameter: \n", "\t\tcell_size_east: 2000\n", "\t\tcell_size_north: 2000\n", "\t\tpad_east: 10\n", "\t\tpad_north: 10\n", "\t\tpad_num: 3\n", "\t\tz1_layer: 30\n", "\t\tz_target_depth: 50000\n", "\t\tn_layers: 50\n", "\t\tn_air_layers: 0\n", "\t\tres_initial_value: 100.0\n", "\tDimensions: \n", "\t\te-w: 61\n", "\t\tn-s: 62\n", "\t\tz: 51 (without 7 air layers)\n", "\tExtensions: \n", "\t\te-w: 252000.0 (m)\n", "\t\tn-s: 250000.0 (m)\n", "\t\t0-z: 161492.0 (m)\n", "--------------------\n" ] } ], "source": [ "mesh.make_mesh()" ] }, { "cell_type": "markdown", "id": "398d486c-eff7-4990-afaa-3eb4834d62a0", "metadata": {}, "source": [ "
\n", " Note: in the plot below the station locations in the vertical profile show elevation, this is only if you want elevation included, it can be ignored for now. We will add topography later and project the stations properly.\n", "
" ] }, { "cell_type": "code", "execution_count": 11, "id": "3bd87ab9-e48c-4e4b-a656-714a868019af", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33m\u001b[1m26:05:08T22:35:19 | WARNING | line:49 |mtpy.modeling.plots.plot_mesh | _plot_topography | Cannot find topography information, skipping\u001b[0m\n", "\u001b[33m\u001b[1m26:05:08T22:35:19 | WARNING | line:89 |mtpy.modeling.plots.plot_mesh | _plot_topography_ax2 | Cannot find topography information, skipping\u001b[0m\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7316366ae8d54df8824a844ca4781470", "version_major": 2, "version_minor": 0 }, "image/png": 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If you do not then only bathymetry is projected onto the mesh, which is useful for areas near the coast.\n", "\n", "`airlayer_type` identifies the method to add topography cells to the model\n", "\n", " - `log_down` places the top of the model at the top of the topography then increases cell sizes downwards and resets the mesh.\n", " - `log_up` added topography cells with increasing sizes upwards from sea level.\n", " - `constant` adds equal thickness cells from the top of topography to mean elevation within the station area. (can be computationally expensive if there's a lot of topography.\n", " \n", "`max_elev` can be set to the maximum topography height in the model, which can be useful if there are large mountains between stations that don't need to be modeled. " ] }, { "cell_type": "code", "execution_count": 12, "id": "d9a1cf39-236e-4188-a202-990aecdbcf87", "metadata": {}, "outputs": [], "source": [ "mesh.n_air_layers = 40" ] }, { "cell_type": "code", "execution_count": 13, "id": "4c76eb55-a66c-47bd-919c-5a58130b0296", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Read geotiff surface file\n", "\u001b[1m26:05:08T22:35:20 | INFO | line:1620 |mtpy.modeling.structured_mesh_3d | add_topography_to_model | Using constant air layer thickness of 30 m, which results in 45.0 air layers to cover the topography\u001b[0m\n" ] } ], "source": [ "from mtpy_data import TOPO_EXAMPLE_FILE\n", "mesh.add_topography_to_model(TOPO_EXAMPLE_FILE, airlayer_type=\"constant\")" ] }, { "cell_type": "code", "execution_count": 14, "id": "1f3d14bc-b3ff-4d64-8fc6-15a950f2fc39", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "893fd25cb4c0477aa52558fa5bbe4a19", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_topography = mesh.plot_mesh(fig_num=5, x_limits=(-mesh.ew_ext/4, mesh.ew_ext/4), y_limits=(-mesh.ns_ext/4, mesh.ns_ext/4), z_limits=(2000, -2000))" ] }, { "cell_type": "code", "execution_count": 15, "id": "06d3d7cf-2ca0-440a-8385-e947526f4f32", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Structured3DMesh Model Object:\n", "--------------------\n", "\tNumber of stations = 59\n", "\tMesh Parameter: \n", "\t\tcell_size_east: 2000\n", "\t\tcell_size_north: 2000\n", "\t\tpad_east: 10\n", "\t\tpad_north: 10\n", "\t\tpad_num: 3\n", "\t\tz1_layer: 30\n", "\t\tz_target_depth: 50000\n", "\t\tn_layers: 50\n", "\t\tn_air_layers: 45\n", "\t\tres_initial_value: 100.0\n", "\tDimensions: \n", "\t\te-w: 61\n", "\t\tn-s: 62\n", "\t\tz: 96 (without 7 air layers)\n", "\tExtensions: \n", "\t\te-w: 252000.0 (m)\n", "\t\tn-s: 250000.0 (m)\n", "\t\t0-z: 162842.0 (m)\n", "--------------------" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mesh" ] }, { "cell_type": "markdown", "id": "6f38d84a-7439-4b2f-a178-66c550ca6161", "metadata": {}, "source": [ "## 5. Write to File\n", "Now write to a file. This will be in ModEM style." ] }, { "cell_type": "code", "execution_count": 16, "id": "af3defc7-655f-473b-a5f4-d70db13cffc4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m26:05:08T22:35:21 | INFO | line:830 |mtpy.modeling.structured_mesh_3d | to_modem | Wrote file to: c:\\Users\\peaco\\OneDrive\\Documents\\GitHub\\mtpy-v2\\docs\\source\\notebooks\\ModEM_Model_File.rho\u001b[0m\n" ] } ], "source": [ "mesh.to_modem(save_path=Path().cwd())" ] }, { "cell_type": "markdown", "id": "ff807624-be65-4f43-8e8d-74b3f074b546", "metadata": {}, "source": [ "## 6. Write Covariance File\n", "\n", "Now that topography is in the model, we need to freeze air cells in the covariance matrix to avoid computational issues. " ] }, { "cell_type": "code", "execution_count": 17, "id": "cf94a93d-8aca-4546-af38-e651a2eb347f", "metadata": {}, "outputs": [], "source": [ "from mtpy.modeling.modem import Covariance" ] }, { "cell_type": "code", "execution_count": 18, "id": "5f039667-0737-423a-b7c4-291648a1daad", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m26:05:08T22:35:21 | INFO | line:232 |mtpy.modeling.modem.convariance | write_covariance_file | Wrote covariance file to c:\\Users\\peaco\\OneDrive\\Documents\\GitHub\\mtpy-v2\\docs\\source\\notebooks\\covariance.cov\u001b[0m\n" ] } ], "source": [ "cov = Covariance()\n", "cov.grid_dimensions = mesh.res_model.shape\n", "cov.write_covariance_file(\n", " save_path=Path().cwd(), res_model=mesh.res_model\n", ")" ] }, { "cell_type": "markdown", "id": "f8ca2a27-4a9e-4aa0-9285-6fcb96ab706b", "metadata": {}, "source": [ "## 7. Project Stations onto Topography\n", "\n", "We need to project the stations onto topography within the model. \n", "\n", "
\n", " Hint: With ModEM and WS3DINV it is also important that if topography is included then the stations should be at the center of the cell, otherwise you get some weird results. \n", "
" ] }, { "cell_type": "code", "execution_count": 19, "id": "e24cdb6d-5102-4dd6-88d1-011784541efb", "metadata": {}, "outputs": [], "source": [ "mtd.center_stations(mesh)" ] }, { "cell_type": "code", "execution_count": 20, "id": "e7ebfbbe-df36-4f4c-82ef-30cdd6dff6e0", "metadata": { "tags": [] }, "outputs": [], "source": [ "mtd.project_stations_on_topography(mesh)" ] }, { "cell_type": "code", "execution_count": 24, "id": "53890a5e", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7316366ae8d54df8824a844ca4781470", "version_major": 2, "version_minor": 0 }, "image/png": 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surveystationlatitudelongitudeelevationdatum_epsgeastnorthutm_epsgmodel_eastmodel_northmodel_elevationprofile_offset
0datagv10038.611-118.535-1437.4043260.00.0None-29000.0-28000.0-1545.9990.0
1datagv10138.595-118.351-1540.5543260.00.0None-13020.0-30020.0-1725.9990.0
2datagv10238.594-118.277-1554.8043260.00.0None-7000.0-30020.0-1635.9990.0
3datagv10338.585-118.202-1543.9043260.00.0None-1000.0-32020.0-1575.9990.0
4datagv10438.596-118.137-1801.8043260.00.0None5000.0-30020.0-1935.9990.0
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" ], "text/plain": [ " survey station latitude longitude elevation datum_epsg east north \\\n", "0 data gv100 38.611 -118.535 -1437.40 4326 0.0 0.0 \n", "1 data gv101 38.595 -118.351 -1540.55 4326 0.0 0.0 \n", "2 data gv102 38.594 -118.277 -1554.80 4326 0.0 0.0 \n", "3 data gv103 38.585 -118.202 -1543.90 4326 0.0 0.0 \n", "4 data gv104 38.596 -118.137 -1801.80 4326 0.0 0.0 \n", "\n", " utm_epsg model_east model_north model_elevation profile_offset \n", "0 None -29000.0 -28000.0 -1545.999 0.0 \n", "1 None -13020.0 -30020.0 -1725.999 0.0 \n", "2 None -7000.0 -30020.0 -1635.999 0.0 \n", "3 None -1000.0 -32020.0 -1575.999 0.0 \n", "4 None 5000.0 -30020.0 -1935.999 0.0 " ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mtd.station_locations.head(5)" ] }, { "cell_type": "code", "execution_count": 23, "id": "8474714d-12ca-47e6-aeb8-cf38872bf87c", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": 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", 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\n", " Figure 1\n", "
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