{ "cells": [ { "cell_type": "markdown", "id": "f6aec733-9a0d-4cbe-a10f-e7f9fe5b6417", "metadata": {}, "source": [ "# Plot a 2D seismic layout\n", "O. Kaufmann, 2022." ] }, { "cell_type": "code", "execution_count": 1, "id": "6d7812c8-e341-4d82-ad87-d73cab39d21b", "metadata": {}, "outputs": [], "source": [ "from geometron.survey import TopoPoint\n", "from geometron.geometries import features_to_gdf\n", "from geometron.plot import plot_gdf_survey\n", "import matplotlib.pyplot as plt\n", "from shapely.geometry import Point" ] }, { "cell_type": "markdown", "id": "bdfe4251-4e97-4e54-b3f1-d62b2348ee34", "metadata": {}, "source": [ "The layout consists of 96 geophones with a spacing of 2.5m. The first geophone is at station 0. \n", "The spacing between shot points is 12.5 m. The first shot is at station -45 and the mast one is at station 140. " ] }, { "cell_type": "markdown", "id": "343145d0-8183-4894-9bdf-379e153b6be2", "metadata": {}, "source": [ "## Create shots using the station as name" ] }, { "cell_type": "code", "execution_count": 2, "id": "fc3ade0d-154d-4da5-8dd9-9cd75cf22cad", "metadata": {}, "outputs": [], "source": [ "shots = [TopoPoint(Point(i*2.5,0), id=f'{i}', kind='shot') for i in range(-45, 145, 5)] " ] }, { "cell_type": "markdown", "id": "48343ae7-c531-4481-8247-bc41586c25e8", "metadata": {}, "source": [ "## Create geophones using the station as name every two geophones" ] }, { "cell_type": "code", "execution_count": 3, "id": "fe888a3a-1826-4abc-acbd-34b3eb23fab6", "metadata": {}, "outputs": [], "source": [ "geophones = [TopoPoint(Point(i*2.5,0), id=f'{i}' if i%2 == 0 else '', kind='geophone') for i in range(0, 96)]" ] }, { "cell_type": "markdown", "id": "9d575a67-7c52-415b-b769-0cf92625e3ff", "metadata": {}, "source": [ "## Create the layout" ] }, { "cell_type": "code", "execution_count": 4, "id": "f1de8a95-9c42-4153-97f5-84572d441ed5", "metadata": {}, "outputs": [], "source": [ "layout = shots\n", "layout.extend(geophones)" ] }, { "cell_type": "markdown", "id": "a53c004a-fb7e-441b-ba20-ec664fa26333", "metadata": {}, "source": [ "## Convert the features in the layout into a geodataframe" ] }, { "cell_type": "code", "execution_count": 5, "id": "e124ddb5-6934-4e18-9146-fcffd52daab8", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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geometryidlabelkindclass
0POINT (-112.50000 0.00000)-45-45shotTopoPoint
1POINT (-100.00000 0.00000)-40-40shotTopoPoint
2POINT (-87.50000 0.00000)-35-35shotTopoPoint
3POINT (-75.00000 0.00000)-30-30shotTopoPoint
4POINT (-62.50000 0.00000)-25-25shotTopoPoint
\n", "
" ], "text/plain": [ " geometry id label kind class\n", "0 POINT (-112.50000 0.00000) -45 -45 shot TopoPoint\n", "1 POINT (-100.00000 0.00000) -40 -40 shot TopoPoint\n", "2 POINT (-87.50000 0.00000) -35 -35 shot TopoPoint\n", "3 POINT (-75.00000 0.00000) -30 -30 shot TopoPoint\n", "4 POINT (-62.50000 0.00000) -25 -25 shot TopoPoint" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf_layout = features_to_gdf(layout)\n", "gdf_layout.head()" ] }, { "cell_type": "markdown", "id": "d9832592-1984-4bfe-84dd-cc56f5f74804", "metadata": {}, "source": [ "## Plot the layout" ] }, { "cell_type": "code", "execution_count": 6, "id": "32c2ca32-aae7-480a-8623-858111c8cbaa", "metadata": { "nbsphinx-thumbnail": { "tooltip": "This tooltip message was defined in cell metadata" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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