{
"cells": [
{
"cell_type": "markdown",
"id": "level-terminology",
"metadata": {},
"source": [
"© Alexander Jüstel, Fraunhofer IEG, Institution for Energy Infrastructures and Geothermal Systems, RWTH Aachen University,\n",
"GNU Lesser General Public License v3.0\n",
"\n",
"\n",
"This notebook was created by Alexander Jüstel and is part of the DGE Rollout Heat Demand Mapping project carried out by students of RWTH Aachen University within the framework of their master thesis. \n",
"\n",
"# 01 Creating Masks for Interreg NWE Region for later intersection with input data\n",
"\n",
"This notebook illustrates how to create an Interreg NWE wide mask (10 km) that is needed for the intersection with the input data. These larger masks are needed to ensure that there are no overlaps or gaps at boundaries of provided input data sets. The resulting 10 km-mask will be used to create smaller 100 m-masks in the following notebooks. "
]
},
{
"cell_type": "markdown",
"id": "d3895040-b4bb-426b-868d-76930cd16d5e",
"metadata": {},
"source": [
"## Import Libraries"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "pregnant-underwear",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:31.764613Z",
"start_time": "2022-04-16T19:12:29.893966Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\ale93371\\Anaconda3\\envs\\pygeomechanical\\lib\\site-packages\\numpy\\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:\n",
"C:\\Users\\ale93371\\Anaconda3\\envs\\pygeomechanical\\lib\\site-packages\\numpy\\.libs\\libopenblas.FB5AE2TYXYH2IJRDKGDGQ3XBKLKTF43H.gfortran-win_amd64.dll\n",
"C:\\Users\\ale93371\\Anaconda3\\envs\\pygeomechanical\\lib\\site-packages\\numpy\\.libs\\libopenblas64__v0.3.23-246-g3d31191b-gcc_10_3_0.dll\n",
" warnings.warn(\"loaded more than 1 DLL from .libs:\"\n"
]
}
],
"source": [
"import pandas as pd\n",
"import geopandas as gpd\n",
"import matplotlib.pyplot as plt\n",
"from shapely.geometry import box\n",
"from tqdm import tqdm\n",
"\n",
"from pyheatdemand import processing "
]
},
{
"cell_type": "markdown",
"id": "close-suspect",
"metadata": {},
"source": [
"## Loading the Interreg NWE Region\n",
"\n",
"Here, we load the polygons of each country as `GeoDataFrame` to define the mask using `GeoPandas`."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "upset-examination",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:35.354242Z",
"start_time": "2022-04-16T19:12:31.769598Z"
}
},
"outputs": [
{
"data": {
"text/html": [
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\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" NAME_LATN | \n",
" NUTS_NAME | \n",
" area2 | \n",
" geometry | \n",
" area | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" France | \n",
" France | \n",
" 260768 | \n",
" MULTIPOLYGON (((2930641.617 2531547.039, 29306... | \n",
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" Great Britain | \n",
" 154556 | \n",
" MULTIPOLYGON (((2874711.281 2699278.506, 28747... | \n",
" 1.545561e+11 | \n",
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" Ireland | \n",
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" 6.514953e+10 | \n",
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" Netherlands | \n",
" Netherlands | \n",
" 26826 | \n",
" MULTIPOLYGON (((3667957.194 2938854.305, 36680... | \n",
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" Scotland | \n",
" Scotland | \n",
" 74237 | \n",
" MULTIPOLYGON (((3075395.957 3245560.731, 30753... | \n",
" 7.423735e+10 | \n",
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" \n",
" | 5 | \n",
" Schweiz/Suisse/Svizzera | \n",
" Schweiz/Suisse/Svizzera | \n",
" 38663 | \n",
" POLYGON ((3963266.327 2322163.044, 3963280.662... | \n",
" 3.866341e+10 | \n",
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\n",
" \n",
" | 6 | \n",
" Luxembourg | \n",
" Luxembourg | \n",
" 2421 | \n",
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" 2.421410e+09 | \n",
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\n",
" \n",
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" Germany | \n",
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\n",
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"
],
"text/plain": [
" NAME_LATN NUTS_NAME area2 \n",
"0 France France 260768 \\\n",
"1 Great Britain Great Britain 154556 \n",
"2 Ireland Ireland 65150 \n",
"3 Netherlands Netherlands 26826 \n",
"4 Scotland Scotland 74237 \n",
"5 Schweiz/Suisse/Svizzera Schweiz/Suisse/Svizzera 38663 \n",
"6 Luxembourg Luxembourg 2421 \n",
"7 Germany Germany 136800 \n",
"8 Belgium Belgium 28595 \n",
"\n",
" geometry area \n",
"0 MULTIPOLYGON (((2930641.617 2531547.039, 29306... 2.607676e+11 \n",
"1 MULTIPOLYGON (((2874711.281 2699278.506, 28747... 1.545561e+11 \n",
"2 MULTIPOLYGON (((2651794.967 2994393.242, 26518... 6.514953e+10 \n",
"3 MULTIPOLYGON (((3667957.194 2938854.305, 36680... 2.682582e+10 \n",
"4 MULTIPOLYGON (((3075395.957 3245560.731, 30753... 7.423735e+10 \n",
"5 POLYGON ((3963266.327 2322163.044, 3963280.662... 3.866341e+10 \n",
"6 POLYGON ((3733429.004 2606067.737, 3733284.924... 2.421410e+09 \n",
"7 MULTIPOLYGON (((3954764.925 2330292.165, 39546... 1.368000e+11 \n",
"8 MULTIPOLYGON (((3496569.868 2727532.821, 34976... 2.859470e+10 "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"interreg_new_region = gpd.read_file('../../../test/data/Interreg_NWE_NUTS0_3034.shp')\n",
"interreg_new_region['area'] = interreg_new_region.area\n",
"interreg_new_region"
]
},
{
"cell_type": "markdown",
"id": "authentic-screw",
"metadata": {},
"source": [
"## Plotting the Interreg NWE Region\n",
"\n",
"The boundaries are plotted using `matplotlib`. "
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "australian-performer",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:36.368470Z",
"start_time": "2022-04-16T19:12:35.360247Z"
}
},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(8,8))\n",
"interreg_new_region.boundary.plot(ax=ax, linewidth=2, color='red')\n",
"plt.xlabel('X [m]')\n",
"plt.ylabel('Y [m]')\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"id": "opposed-dallas",
"metadata": {},
"source": [
"## Defining the boundaries of the mask\n",
"\n",
"The boundaries of the mask will be defined by the total bounds of the Interreg NWE Region. A `Shapely` `Polygon` will be created from the total bounds of the countries and converted into a `GeoDataFrame`."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "radical-submission",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:36.384478Z",
"start_time": "2022-04-16T19:12:36.372474Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([2651470.87678118, 2135999.35335579, 4157176.32888511,\n",
" 3799567.81291717])"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"interreg_new_region.total_bounds"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "colonial-bermuda",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:36.416484Z",
"start_time": "2022-04-16T19:12:36.387477Z"
}
},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"polygon = box(*interreg_new_region.total_bounds)\n",
"polygon"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "organized-burden",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:36.495525Z",
"start_time": "2022-04-16T19:12:36.419483Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" geometry | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" POLYGON ((4157176.329 2135999.353, 4157176.329... | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" geometry\n",
"0 POLYGON ((4157176.329 2135999.353, 4157176.329..."
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"interreg_new_region_polygon = gpd.GeoDataFrame(geometry=[polygon],\n",
" crs='EPSG:3034')\n",
"interreg_new_region_polygon"
]
},
{
"cell_type": "markdown",
"id": "2e8afbff-2685-4de1-ba96-d414fb2f79aa",
"metadata": {},
"source": [
"## Saving the Outline\n",
"The Polygon Outline will be saved to file."
]
},
{
"cell_type": "raw",
"id": "e7740b6a-e769-4a36-bd8b-24be20dd4b49",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:36.604460Z",
"start_time": "2022-04-16T19:12:36.499527Z"
}
},
"source": [
"interreg_new_region_polygon.to_file('../data/Interreg_NWE_Polygon_3034.shp')"
]
},
{
"cell_type": "markdown",
"id": "urban-huntington",
"metadata": {},
"source": [
"## Plotting the Interreg NWE Region and the Polygon\n",
"\n",
"The boundaries and the outline are plotted using `matplotlib`."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "strategic-carrier",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:37.935942Z",
"start_time": "2022-04-16T19:12:36.876880Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(8,8))\n",
"interreg_new_region.boundary.plot(ax=ax, linewidth=2, color='red')\n",
"interreg_new_region_polygon.boundary.plot(ax=ax, linewidth=2)\n",
"plt.xlabel('X [m]')\n",
"plt.ylabel('Y [m]')\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"id": "capital-honduras",
"metadata": {},
"source": [
"## Creating 10x10 km2 mask\n",
"\n",
"In a first step, a mask with cells of 10x10 km2 each will be created. "
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "confident-skirt",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:38.330859Z",
"start_time": "2022-04-16T19:12:37.940950Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" geometry | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" POLYGON ((2651470.877 2135999.353, 2661470.877... | \n",
"
\n",
" \n",
" | 1 | \n",
" POLYGON ((2651470.877 2145999.353, 2661470.877... | \n",
"
\n",
" \n",
" | 2 | \n",
" POLYGON ((2651470.877 2155999.353, 2661470.877... | \n",
"
\n",
" \n",
" | 3 | \n",
" POLYGON ((2651470.877 2165999.353, 2661470.877... | \n",
"
\n",
" \n",
" | 4 | \n",
" POLYGON ((2651470.877 2175999.353, 2661470.877... | \n",
"
\n",
" \n",
" | ... | \n",
" ... | \n",
"
\n",
" \n",
" | 25212 | \n",
" POLYGON ((4151470.877 3755999.353, 4161470.877... | \n",
"
\n",
" \n",
" | 25213 | \n",
" POLYGON ((4151470.877 3765999.353, 4161470.877... | \n",
"
\n",
" \n",
" | 25214 | \n",
" POLYGON ((4151470.877 3775999.353, 4161470.877... | \n",
"
\n",
" \n",
" | 25215 | \n",
" POLYGON ((4151470.877 3785999.353, 4161470.877... | \n",
"
\n",
" \n",
" | 25216 | \n",
" POLYGON ((4151470.877 3795999.353, 4161470.877... | \n",
"
\n",
" \n",
"
\n",
"
25217 rows × 1 columns
\n",
"
"
],
"text/plain": [
" geometry\n",
"0 POLYGON ((2651470.877 2135999.353, 2661470.877...\n",
"1 POLYGON ((2651470.877 2145999.353, 2661470.877...\n",
"2 POLYGON ((2651470.877 2155999.353, 2661470.877...\n",
"3 POLYGON ((2651470.877 2165999.353, 2661470.877...\n",
"4 POLYGON ((2651470.877 2175999.353, 2661470.877...\n",
"... ...\n",
"25212 POLYGON ((4151470.877 3755999.353, 4161470.877...\n",
"25213 POLYGON ((4151470.877 3765999.353, 4161470.877...\n",
"25214 POLYGON ((4151470.877 3775999.353, 4161470.877...\n",
"25215 POLYGON ((4151470.877 3785999.353, 4161470.877...\n",
"25216 POLYGON ((4151470.877 3795999.353, 4161470.877...\n",
"\n",
"[25217 rows x 1 columns]"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"interreg_new_region_mask_10km = processing.create_polygon_mask(gdf=interreg_new_region_polygon, \n",
" step_size=10000)\n",
"interreg_new_region_mask_10km"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "a75d25e7-b163-4d10-823b-c60405f1709f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"Name: ETRS89-extended / LCC Europe\n",
"Axis Info [cartesian]:\n",
"- N[north]: Northing (metre)\n",
"- E[east]: Easting (metre)\n",
"Area of Use:\n",
"- name: Europe - European Union (EU) countries and candidates. Europe - onshore and offshore: Albania; Andorra; Austria; Belgium; Bosnia and Herzegovina; Bulgaria; Croatia; Cyprus; Czechia; Denmark; Estonia; Faroe Islands; Finland; France; Germany; Gibraltar; Greece; Hungary; Iceland; Ireland; Italy; Kosovo; Latvia; Liechtenstein; Lithuania; Luxembourg; Malta; Monaco; Montenegro; Netherlands; North Macedonia; Norway including Svalbard and Jan Mayen; Poland; Portugal including Madeira and Azores; Romania; San Marino; Serbia; Slovakia; Slovenia; Spain including Canary Islands; Sweden; Switzerland; Türkiye (Turkey); United Kingdom (UK) including Channel Islands and Isle of Man; Vatican City State.\n",
"- bounds: (-35.58, 24.6, 44.83, 84.73)\n",
"Coordinate Operation:\n",
"- name: Europe Conformal 2001\n",
"- method: Lambert Conic Conformal (2SP)\n",
"Datum: European Terrestrial Reference System 1989 ensemble\n",
"- Ellipsoid: GRS 1980\n",
"- Prime Meridian: Greenwich"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"interreg_new_region_mask_10km.crs"
]
},
{
"cell_type": "markdown",
"id": "banner-danger",
"metadata": {},
"source": [
"## Plotting the mask\n",
"The boundaries, outlines and mask polygons are plotted using `matplotlib`."
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "computational-storage",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:40.187863Z",
"start_time": "2022-04-16T19:12:38.332846Z"
}
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(8,8))\n",
"interreg_new_region.boundary.plot(ax=ax, linewidth=2, color='red')\n",
"interreg_new_region_polygon.boundary.plot(ax=ax, linewidth=3)\n",
"interreg_new_region_mask_10km.boundary.plot(ax=ax, linewidth=1, color='green')\n",
"plt.xlabel('X [m]')\n",
"plt.ylabel('Y [m]')\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"id": "a57ff034-c306-43b0-ad1f-b1f39fddb037",
"metadata": {},
"source": [
"## Crop GeoDataFrame\n",
"\n",
"The mask `GeoDataFrame` is cropped to the outline of the countries to save storage space and to accelerate loading times."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "afbb7f99-ecbd-457d-9df7-95ffa94cdc86",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
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"text/plain": [
" geometry\n",
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"\n",
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]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"interreg_new_region_mask_10km = interreg_new_region_mask_10km.sjoin(interreg_new_region).reset_index()[['geometry']]\n",
"interreg_new_region_mask_10km"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "dfe2841f-529d-43e7-a24b-f6e5ca6a98ee",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"Name: ETRS89-extended / LCC Europe\n",
"Axis Info [cartesian]:\n",
"- N[north]: Northing (metre)\n",
"- E[east]: Easting (metre)\n",
"Area of Use:\n",
"- name: Europe - European Union (EU) countries and candidates. Europe - onshore and offshore: Albania; Andorra; Austria; Belgium; Bosnia and Herzegovina; Bulgaria; Croatia; Cyprus; Czechia; Denmark; Estonia; Faroe Islands; Finland; France; Germany; Gibraltar; Greece; Hungary; Iceland; Ireland; Italy; Kosovo; Latvia; Liechtenstein; Lithuania; Luxembourg; Malta; Monaco; Montenegro; Netherlands; North Macedonia; Norway including Svalbard and Jan Mayen; Poland; Portugal including Madeira and Azores; Romania; San Marino; Serbia; Slovakia; Slovenia; Spain including Canary Islands; Sweden; Switzerland; Türkiye (Turkey); United Kingdom (UK) including Channel Islands and Isle of Man; Vatican City State.\n",
"- bounds: (-35.58, 24.6, 44.83, 84.73)\n",
"Coordinate Operation:\n",
"- name: Europe Conformal 2001\n",
"- method: Lambert Conic Conformal (2SP)\n",
"Datum: European Terrestrial Reference System 1989 ensemble\n",
"- Ellipsoid: GRS 1980\n",
"- Prime Meridian: Greenwich"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"interreg_new_region_mask_10km.crs"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "14c69ed7-028d-4fa7-8282-2c4e86bcc6b6",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(8,8))\n",
"interreg_new_region.boundary.plot(ax=ax, linewidth=1, color='black')\n",
"interreg_new_region_polygon.boundary.plot(ax=ax, linewidth=1)\n",
"interreg_new_region_mask_10km.boundary.plot(ax=ax, linewidth=1, color='green')\n",
"plt.xlabel('X [m]')\n",
"plt.ylabel('Y [m]')\n",
"plt.grid()\n",
"plt.tight_layout()\n",
"# plt.savefig('../../images/fig_methods1.png', dpi=300)"
]
},
{
"cell_type": "markdown",
"id": "b3237e00-d256-4f9f-8c56-32950d112998",
"metadata": {},
"source": [
"## Saving Mask\n",
"\n",
"The 10 km-mask is saved to file."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "97c10ae1-8105-4a57-be18-c248e8ed2fc7",
"metadata": {
"ExecuteTime": {
"end_time": "2022-04-16T19:12:42.654663Z",
"start_time": "2022-04-16T19:12:40.193867Z"
}
},
"outputs": [],
"source": [
"interreg_new_region_mask_10km.to_file('../../../test/data/Interreg_NWE_mask_10km_3034.shp')"
]
},
{
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