{ "cells": [ { "cell_type": "markdown", "id": "aea86869", "metadata": {}, "source": [ "# 66 Generating Voronoi Polygons\n", "\n", "This notebook illustrates the creation of Thiessen Polygons to illustrate the the data quantity of borehole data according to page 236 of the following report of the BGE: https://www.bge.de/fileadmin/user_upload/Standortsuche/Wesentliche_Unterlagen/Methodik/Phase_I_Schritt_2/rvSU-Methodik/20220328_Anlage_zu_rvSU_Konzept_Methodenbeschreibung_barrierefrei.pdf\n" ] }, { "cell_type": "markdown", "id": "448e8438", "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": "00408871", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:44:12.264775Z", "start_time": "2023-08-08T11:44:09.818313Z" } }, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings(\"ignore\")\n", "\n", "import gemgis as gg\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "9657b36d", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:44:12.280758Z", "start_time": "2023-08-08T11:44:12.268757Z" } }, "outputs": [], "source": [ "file_path ='data/66_generating_voronoi_polygons/'\n", "# gg.download_gemgis_data.download_tutorial_data(filename=\"66_generating_voronoi_polygons.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "id": "221929b8", "metadata": {}, "source": [ "## Loading Borehole Data\n", "\n", "The borehole data was extracted from the borehole database of the Geological Survey of NRW (https://www.gd.nrw.de/gd_archive_dabo.htm)." ] }, { "cell_type": "code", "execution_count": 3, "id": "4fdf0ae1", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:44:12.616880Z", "start_time": "2023-08-08T11:44:12.284761Z" } }, "outputs": [ { "data": { "text/html": [ "
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IndexDABO No.NameNumberDepthXYZX_GKY_GK...KindProcedureConfidentiRecord TypLithlog VeQualityDrilling PRemarksAvailabiligeometry
0GD10092DABO_102029Klingerhuf1(1982)NaN1118.0032332544.775701554.5630.802541103.045700806.87...Bohrunggemischtes Bohrverfahrenoffen; Bohrung mit dokumentiertem Freigabeverm...Übertragung eines alten Archivbestandes1Schichtdaten von guter Qualität; genaue strati...30.9.1982 - 1.12.1982Karbon CumulusOriginal-Schichtenverzeichnis liegt vorPOINT (32332544.770 5701554.560)
1GD50035DABO_1521Salzbergen2NaN1875.7032388961.535798219.6630.002593500.005799735.00...Bohrunggemischtes Bohrverfahrenvertraulich, offen nur mit Einwilligung; Eigen...Aufnahme durch Sachbearbeiter; überarbeitet na...1Schichtdaten von guter Qualität; genaue strati...15.2.1949 - 27.5.1950paläontologisch untersucht; Ausführliche Unter...Original-Schichtenverzeichnis liegt vorPOINT (32388961.530 5798219.660)
2GD50073DABO_1564B.Salzbergen331908.9032390628.915799824.3236.002595100.005801408.00...BohrungSpülbohrung (Rotary-Verfahren)vertraulich, offen nur mit Einwilligung; Eigen...Übertragung eines alten Archivbestandes1Schichtdaten von guter Qualität; genaue strati...19.10.1950 - 25.5.1951siehe Original-SchichtenverzeichnisOriginal-Schichtenverzeichnis liegt vorPOINT (32390628.910 5799824.320)
3GD50261DABO_2319Ibbenbüren-Westfeld1UB11211352.0032409115.655798184.48118.203409152.005800063.00...Bohrunggemischtes Bohrverfahrenoffen; Bohrung mit dokumentiertem Freigabeverm...Übertragung eines alten Archivbestandes1Schichtdaten von guter Qualität; genaue strati...11.11.1974 - 14.1.1975Karbon CumulusOriginal-Schichtenverzeichnis liegt vorPOINT (32409115.650 5798184.480)
4GD51096DABO_7331GildehausZ1NaN1683.1032370464.855790221.7440.002575345.005790975.00...Bohrunggemischtes Bohrverfahrenvertraulich, offen nur mit Einwilligung; Eigen...Aufnahme durch Sachbearbeiter; überarbeitet na...1Schichtdaten von guter Qualität; genaue strati.....1956Ausführliche Unterlagen im OriginalOriginal-Schichtenverzeichnis liegt vorPOINT (32370464.850 5790221.740)
\n", "

5 rows × 26 columns

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" ], "text/plain": [ " Index DABO No. Name Number Depth X \n", "0 GD10092 DABO_102029 Klingerhuf1(1982) NaN 1118.00 32332544.77 \\\n", "1 GD50035 DABO_1521 Salzbergen2 NaN 1875.70 32388961.53 \n", "2 GD50073 DABO_1564 B.Salzbergen3 3 1908.90 32390628.91 \n", "3 GD50261 DABO_2319 Ibbenbüren-Westfeld1 UB1121 1352.00 32409115.65 \n", "4 GD51096 DABO_7331 GildehausZ1 NaN 1683.10 32370464.85 \n", "\n", " Y Z X_GK Y_GK ... Kind \n", "0 5701554.56 30.80 2541103.04 5700806.87 ... Bohrung \\\n", "1 5798219.66 30.00 2593500.00 5799735.00 ... Bohrung \n", "2 5799824.32 36.00 2595100.00 5801408.00 ... Bohrung \n", "3 5798184.48 118.20 3409152.00 5800063.00 ... Bohrung \n", "4 5790221.74 40.00 2575345.00 5790975.00 ... Bohrung \n", "\n", " Procedure \n", "0 gemischtes Bohrverfahren \\\n", "1 gemischtes Bohrverfahren \n", "2 Spülbohrung (Rotary-Verfahren) \n", "3 gemischtes Bohrverfahren \n", "4 gemischtes Bohrverfahren \n", "\n", " Confidenti \n", "0 offen; Bohrung mit dokumentiertem Freigabeverm... \\\n", "1 vertraulich, offen nur mit Einwilligung; Eigen... \n", "2 vertraulich, offen nur mit Einwilligung; Eigen... \n", "3 offen; Bohrung mit dokumentiertem Freigabeverm... \n", "4 vertraulich, offen nur mit Einwilligung; Eigen... \n", "\n", " Record Typ Lithlog Ve \n", "0 Übertragung eines alten Archivbestandes 1 \\\n", "1 Aufnahme durch Sachbearbeiter; überarbeitet na... 1 \n", "2 Übertragung eines alten Archivbestandes 1 \n", "3 Übertragung eines alten Archivbestandes 1 \n", "4 Aufnahme durch Sachbearbeiter; überarbeitet na... 1 \n", "\n", " Quality Drilling P \n", "0 Schichtdaten von guter Qualität; genaue strati... 30.9.1982 - 1.12.1982 \\\n", "1 Schichtdaten von guter Qualität; genaue strati... 15.2.1949 - 27.5.1950 \n", "2 Schichtdaten von guter Qualität; genaue strati... 19.10.1950 - 25.5.1951 \n", "3 Schichtdaten von guter Qualität; genaue strati... 11.11.1974 - 14.1.1975 \n", "4 Schichtdaten von guter Qualität; genaue strati... ..1956 \n", "\n", " Remarks \n", "0 Karbon Cumulus \\\n", "1 paläontologisch untersucht; Ausführliche Unter... \n", "2 siehe Original-Schichtenverzeichnis \n", "3 Karbon Cumulus \n", "4 Ausführliche Unterlagen im Original \n", "\n", " Availabili geometry \n", "0 Original-Schichtenverzeichnis liegt vor POINT (32332544.770 5701554.560) \n", "1 Original-Schichtenverzeichnis liegt vor POINT (32388961.530 5798219.660) \n", "2 Original-Schichtenverzeichnis liegt vor POINT (32390628.910 5799824.320) \n", "3 Original-Schichtenverzeichnis liegt vor POINT (32409115.650 5798184.480) \n", "4 Original-Schichtenverzeichnis liegt vor POINT (32370464.850 5790221.740) \n", "\n", "[5 rows x 26 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data = gpd.read_file(file_path + 'Bohrungen_groesser_1000.shp')\n", "data.head()" ] }, { "cell_type": "markdown", "id": "6434fd98", "metadata": {}, "source": [ "## Loading the Outline of NRW" ] }, { "cell_type": "code", "execution_count": 4, "id": "9b8b170c", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:50:09.435185Z", "start_time": "2023-08-08T11:50:09.168095Z" } }, "outputs": [ { "data": { "text/html": [ "
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osm_idclasstypenameaddressextratagsgeometry
062761.00boundaryadministrativeNorth Rhine-Westphalia, Germany\"state\"=>\"North Rhine-Westphalia\",\"ISO3166-2-l...\"ref:nuts\"=>\"DEA\",\"wikidata\"=>\"Q1198\",\"wikiped...MULTIPOLYGON (((300636.227 5600913.724, 300639...
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" ], "text/plain": [ " osm_id class type name \n", "0 62761.00 boundary administrative North Rhine-Westphalia, Germany \\\n", "\n", " address \n", "0 \"state\"=>\"North Rhine-Westphalia\",\"ISO3166-2-l... \\\n", "\n", " extratags \n", "0 \"ref:nuts\"=>\"DEA\",\"wikidata\"=>\"Q1198\",\"wikiped... \\\n", "\n", " geometry \n", "0 MULTIPOLYGON (((300636.227 5600913.724, 300639... " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "outline = gpd.read_file(file_path + 'outline.shp')\n", "outline" ] }, { "cell_type": "code", "execution_count": 5, "id": "593c0ba4", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:44:14.755908Z", "start_time": "2023-08-08T11:44:14.755908Z" } }, "outputs": [ { "data": { "text/plain": [ "\n", "Name: ETRS89 / UTM zone 32N\n", "Axis Info [cartesian]:\n", "- E[east]: Easting (metre)\n", "- N[north]: Northing (metre)\n", "Area of Use:\n", "- name: Europe between 6°E and 12°E: Austria; Belgium; Denmark - onshore and offshore; Germany - onshore and offshore; Norway including - onshore and offshore; Spain - offshore.\n", "- bounds: (6.0, 38.76, 12.01, 84.33)\n", "Coordinate Operation:\n", "- name: UTM zone 32N\n", "- method: Transverse Mercator\n", "Datum: European Terrestrial Reference System 1989 ensemble\n", "- Ellipsoid: GRS 1980\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "outline.crs" ] }, { "cell_type": "markdown", "id": "59f5e40d", "metadata": {}, "source": [ "## Plotting the Borehole Data" ] }, { "cell_type": "code", "execution_count": 6, "id": "38d4212b", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:44:14.759907Z", "start_time": "2023-08-08T11:44:14.759907Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10,10))\n", "\n", "outline.to_crs('EPSG:4647').boundary.plot(ax=ax, color='black')\n", "data.plot(ax=ax, markersize=1, color='red')\n", "\n", "plt.grid()" ] }, { "cell_type": "markdown", "id": "7934f5de", "metadata": {}, "source": [ "## Voronoi Tessalation" ] }, { "cell_type": "code", "execution_count": 8, "id": "07969f7c", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:44:14.759907Z", "start_time": "2023-08-08T11:44:14.759907Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometryarea
0POLYGON ((32473194.081 5718253.741, 32469287.8...665698318.29
1POLYGON ((32473175.498 5773862.463, 32481354.2...184545066.31
2POLYGON ((32481354.247 5765667.587, 32481234.9...304148453.73
3POLYGON ((32459819.403 5765274.413, 32473175.4...490884327.21
4POLYGON ((32317260.014 5640927.969, 32314568.7...250801576.02
.........
1131POLYGON ((32326629.143 5727191.374, 32326669.3...922649.29
1132POLYGON ((32326895.182 5726701.188, 32327147.6...1407420.98
1133POLYGON ((32327531.454 5727716.570, 32327549.9...349756.27
1134POLYGON ((32327677.535 5727156.396, 32328944.7...1725230.07
1135POLYGON ((32327531.454 5727716.570, 32327549.9...3340904.68
\n", "

1135 rows × 2 columns

\n", "
" ], "text/plain": [ " geometry area\n", "0 POLYGON ((32473194.081 5718253.741, 32469287.8... 665698318.29\n", "1 POLYGON ((32473175.498 5773862.463, 32481354.2... 184545066.31\n", "2 POLYGON ((32481354.247 5765667.587, 32481234.9... 304148453.73\n", "3 POLYGON ((32459819.403 5765274.413, 32473175.4... 490884327.21\n", "4 POLYGON ((32317260.014 5640927.969, 32314568.7... 250801576.02\n", "... ... ...\n", "1131 POLYGON ((32326629.143 5727191.374, 32326669.3... 922649.29\n", "1132 POLYGON ((32326895.182 5726701.188, 32327147.6... 1407420.98\n", "1133 POLYGON ((32327531.454 5727716.570, 32327549.9... 349756.27\n", "1134 POLYGON ((32327677.535 5727156.396, 32328944.7... 1725230.07\n", "1135 POLYGON ((32327531.454 5727716.570, 32327549.9... 3340904.68\n", "\n", "[1135 rows x 2 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf = gg.vector.create_voronoi_polygons(data)\n", "gdf" ] }, { "cell_type": "markdown", "id": "7ad062b0", "metadata": {}, "source": [ "## Plotting Valid Voronoi Polygons" ] }, { "cell_type": "code", "execution_count": 9, "id": "8b8af447", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:44:14.775914Z", "start_time": "2023-08-08T11:44:14.775914Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10,10))\n", "\n", "gdf.plot(ax=ax)\n", "outline.to_crs('EPSG:4647').boundary.plot(ax=ax, color='black')\n", "\n", "plt.grid()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ca9c974a", "metadata": {}, "source": [ "## Plotting GeoDataFrame" ] }, { "cell_type": "code", "execution_count": 10, "id": "6cee3e0c", "metadata": { "ExecuteTime": { "end_time": "2023-08-08T11:44:14.791917Z", "start_time": "2023-08-08T11:44:14.791917Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, figsize=(10,10))\n", "\n", "outline.to_crs('EPSG:4647').boundary.plot(ax=ax, color='black')#\n", "gdf.plot(ax=ax, column='area', vmax=1e9, legend=True)\n", "data.plot(ax=ax, markersize=1, color='red')\n", "\n", "plt.xlim(outline.to_crs('EPSG:4647').total_bounds[0], outline.to_crs('EPSG:4647').total_bounds[2])\n", "plt.ylim(outline.to_crs('EPSG:4647').total_bounds[1], outline.to_crs('EPSG:4647').total_bounds[3])\n", "plt.grid()\n", "plt.show()" ] } ], "metadata": { "hide_input": false, "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" }, "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 }