commit 7bc89c34322700b68b074cb41caf7f17585a7bc3 Author: Aron Date: Sat Oct 11 14:12:58 2025 +0200 code skelett diff --git a/01_ndvi.ipynb b/01_ndvi.ipynb new file mode 100644 index 0000000..8ae51ef --- /dev/null +++ b/01_ndvi.ipynb @@ -0,0 +1,8866 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# NDVI (Vegetationsindex)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Räumliche und zeitliche Ausdehnung\n", + "\n", + "Unterschungsbereich und Zeitraum festlegen." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "spatial_extent = {'west': 8.721771, 'south': 53.025027, 'east': 8.904419, 'north': 53.114965}" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "temporal_extent = [\"2020-01-01\", \"2021-01-01\"]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Authentifizierung" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Um Satellitenbilder herunterzuladen wird ein Account bei [Dataspace Copernicus](https://dataspace.copernicus.eu) benötigt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import openeo\n", + "\n", + "connection = openeo.connect(\"https://openeo.dataspace.copernicus.eu/\").authenticate_oidc()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "cube = connection.load_collection(\n", + " \"SENTINEL2_L2A\", # Sentinel 2 Satellit\n", + " spatial_extent=spatial_extent,\n", + " temporal_extent=temporal_extent,\n", + " bands=[\"B04\", \"B08\"], # Rot- und Infrarotkanal\n", + " max_cloud_cover=50\n", + ")\n", + "\n", + "# Durchschnitt über alle Aufnahmezeitpunkte\n", + "cube = cube.mean_time()\n", + "\n", + "# Werte skalieren\n", + "cube = cube.apply(lambda v: v * 0.0001)\n", + "\n", + "# Rotes und Nah-Infrarot Band auslesen\n", + "red = cube.band(\"B04\")\n", + "nir = cube.band(\"B08\")\n", + "\n", + "# NDVI berechnen\n", + "ndvi = (nir - red) / (nir + red)\n", + "\n", + "# Data cube herunterladen\n", + "ndvi = ndvi.save_result(format=\"GTIFF\")\n", + "job = ndvi.create_job(title=\"NDVI Image\")\n", + "job.start_and_wait().download_result('results/ndvi.tif')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Anzeige" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import leafmap\n", + "\n", + "m = leafmap.Map()\n", + "\n", + "m.add_raster('results/ndvi.tif', colormap='RdYlGn', vmin=-0.2, vmax=0.8)\n", + "\n", + "m" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Daten einlesen" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Mit `rasterio` können wir die Messwerte in einem Array einlesen, um damit weitere Analyse vorzunehmen." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import rasterio as rio\n", + "\n", + "# Datei öffnen\n", + "src = rio.open('results/ndvi.tif')\n", + "\n", + "# Pixelwerte auslesen\n", + "data = src.read()\n", + "\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import plotly.express as px\n", + "\n", + "fig = px.imshow(\n", + " data[0],\n", + " color_continuous_scale='RdYlGn',\n", + " color_continuous_midpoint=0.1,\n", + " height=800\n", + ")\n", + "\n", + "fig.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", + 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"dca5e519-d0ff-48f9-b493-80f42101eb35", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Visit https://identity.dataspace.copernicus.eu/auth/realms/CDSE/device?user_code=QHKA-VXMK 📋 to authenticate." + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "✅ Authorized successfully" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Authenticated using device code flow.\n" + ] + } + ], + "source": [ + "import openeo\n", + "\n", + "connection = openeo.connect(\"https://openeo.dataspace.copernicus.eu/\").authenticate_oidc()" + ] + }, + { + "cell_type": "markdown", + "id": "fc5b84c1-271a-436c-9363-8e6525e6fec7", + "metadata": {}, + "source": [ + "## Verwaltungsgrenzen von Bremen" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "828a58ad-3988-4024-8ffb-0cf9a6e60d39", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": 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idbez_lansch_lanrepentuncdunaggidagglomeratinhabitantsizegeometry
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" + ], + "text/plain": [ + " id bez_lan sch_lan repentuncd unaggid agglomerat inhabitant size \\\n", + "0 1 Bremen 04000000 None None None NaN 318.195497 \n", + "\n", + " geometry \n", + "0 MULTIPOLYGON (((474358.64 5894064.42, 474311.0... " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import geopandas as gpd\n", + "\n", + "gdf = gpd.read_file('Verwaltungsgrenzen_HB_BHV', layer=\"hb_landesflaeche_Teil_I_BRE\")\n", + "gdf" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "1cc183c8-ef90-4870-8f36-c6436c91d419", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Make this Notebook Trusted to load map: File -> Trust Notebook
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gdf.explore()" + ] + }, + { + "cell_type": "markdown", + "id": "3140ba0c-bedc-4314-876e-01598e2826c8", + "metadata": {}, + "source": [ + "## Räumliche Ausdehnung\n", + "\n", + "Bestimmung der räumlichen Ausdehnung anhand der Vektorgeometrien" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "fc491aa9-36a4-4c00-9c66-abc98df32b1a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[8.481758449250766, 53.01115244699335, 8.990813245344944, 53.2289106605276]" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Bounding Box bestimmen\n", + "bbox = gdf.to_crs('WGS84').total_bounds.tolist()\n", + "bbox" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6c86786f-1fd3-4859-9853-8e8b6fb20b30", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'west': 8.481758449250766,\n", + " 'south': 53.01115244699335,\n", + " 'east': 8.990813245344944,\n", + " 'north': 53.2289106605276}" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "spatial_extent=dict(zip([\"west\", \"south\", \"east\", \"north\"], bbox))\n", + "\n", + "spatial_extent\n", + "\n", + "spatial_extent = {'west': 8.721771, 'south': 53.025027, 'east': 8.904419, 'north': 53.114965}" + ] + }, + { + "cell_type": "markdown", + "id": "b52c35ce-9880-438f-8ed7-eb92e325eb7f", + "metadata": {}, + "source": [ + "## Zeitliche Ausdehnung" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "d985ba77-3ba7-418f-b84a-a8c817b9f512", + "metadata": {}, + "outputs": [], + "source": [ + "temporal_extent = [\"2024-06-01\", \"2024-08-31\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "cca0787b-5f23-4c17-b2a7-e0c9f812fa15", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0:00:00 Job 'j-2510111146024febaf1f1d58a9a115af': send 'start'\n", + "0:00:13 Job 'j-2510111146024febaf1f1d58a9a115af': created (progress 0%)\n", + "0:00:18 Job 'j-2510111146024febaf1f1d58a9a115af': created (progress 0%)\n", + "0:00:24 Job 'j-2510111146024febaf1f1d58a9a115af': created (progress 0%)\n", + "0:00:32 Job 'j-2510111146024febaf1f1d58a9a115af': created (progress 0%)\n", + "0:00:42 Job 'j-2510111146024febaf1f1d58a9a115af': created (progress 0%)\n", + "0:00:55 Job 'j-2510111146024febaf1f1d58a9a115af': created (progress 0%)\n", + "0:01:10 Job 'j-2510111146024febaf1f1d58a9a115af': running (progress N/A)\n", + "0:01:29 Job 'j-2510111146024febaf1f1d58a9a115af': running (progress N/A)\n", + "0:01:53 Job 'j-2510111146024febaf1f1d58a9a115af': running (progress N/A)\n", + "0:02:23 Job 'j-2510111146024febaf1f1d58a9a115af': running (progress N/A)\n", + "0:03:00 Job 'j-2510111146024febaf1f1d58a9a115af': running (progress N/A)\n", + "0:03:47 Job 'j-2510111146024febaf1f1d58a9a115af': finished (progress 100%)\n" + ] + }, + { + "data": { + "text/plain": [ + "PosixPath('results/lst.tif')" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cube = connection.load_collection(\n", + " \"SENTINEL3_SLSTR_L2_LST\",\n", + " spatial_extent=spatial_extent,\n", + " temporal_extent=temporal_extent,\n", + " bands=[\"LST\"]\n", + ")\n", + "\n", + "\n", + "cube = cube.mean_time()\n", + "\n", + "lst = cube.save_result(format=\"GTIFF\")\n", + "job = lst.create_job(title=\"LST\")\n", + "job.start_and_wait().download_result('results/lst.tif')" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "c840c746-b6f3-4baa-b198-905387509990", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "2565447ee8f44fbfb5f467641971172e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Map(center=[53.1173035, 8.740687], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title',…" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import leafmap\n", + "\n", + "m = leafmap.Map()\n", + "\n", + "m.add_raster(\n", + " 'results/lst.tif',\n", + " cmap=\"coolwarm\",\n", + " layer_name=\"Land Surface Temperature\"\n", + ")\n", + "\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "e1849544-030e-4b5b-8402-dad9f9911c6e", + "metadata": {}, + "outputs": [], + "source": [ + "import rasterio as rio\n", + "\n", + "src = rio.open('results/lst.tif')" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "1ad30415-08eb-4c28-8e05-86a6dd605157", + "metadata": {}, + "outputs": [], + "source": [ + "# Temperatur von Kelvin in Celsius umrechnen\n", + "lst = src.read() - 272.15" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "f95d4a2d-0060-43c0-9cd8-2f5e9e2c4ec2", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Mime type rendering requires nbformat>=4.2.0 but it is not installed", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mValueError\u001b[39m Traceback (most recent call last)", + "\u001b[36mFile \u001b[39m\u001b[32m~/cdec-hackathon/game/.venv/lib/python3.12/site-packages/IPython/core/formatters.py:984\u001b[39m, in \u001b[36mIPythonDisplayFormatter.__call__\u001b[39m\u001b[34m(self, obj)\u001b[39m\n\u001b[32m 982\u001b[39m method = get_real_method(obj, \u001b[38;5;28mself\u001b[39m.print_method)\n\u001b[32m 983\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m method \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m984\u001b[39m \u001b[43mmethod\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m 985\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/cdec-hackathon/game/.venv/lib/python3.12/site-packages/plotly/basedatatypes.py:850\u001b[39m, in \u001b[36mBaseFigure._ipython_display_\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 847\u001b[39m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mplotly\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mio\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mas\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpio\u001b[39;00m\n\u001b[32m 849\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m pio.renderers.render_on_display \u001b[38;5;129;01mand\u001b[39;00m pio.renderers.default:\n\u001b[32m--> \u001b[39m\u001b[32m850\u001b[39m \u001b[43mpio\u001b[49m\u001b[43m.\u001b[49m\u001b[43mshow\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[32m 851\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m 852\u001b[39m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;28mrepr\u001b[39m(\u001b[38;5;28mself\u001b[39m))\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/cdec-hackathon/game/.venv/lib/python3.12/site-packages/plotly/io/_renderers.py:415\u001b[39m, in \u001b[36mshow\u001b[39m\u001b[34m(fig, renderer, validate, **kwargs)\u001b[39m\n\u001b[32m 410\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[32m 411\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mMime type rendering requires ipython but it is not installed\u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 412\u001b[39m )\n\u001b[32m 414\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m nbformat \u001b[38;5;129;01mor\u001b[39;00m Version(nbformat.__version__) < Version(\u001b[33m\"\u001b[39m\u001b[33m4.2.0\u001b[39m\u001b[33m\"\u001b[39m):\n\u001b[32m--> \u001b[39m\u001b[32m415\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[32m 416\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mMime type rendering requires nbformat>=4.2.0 but it is not installed\u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 417\u001b[39m )\n\u001b[32m 419\u001b[39m display_jupyter_version_warnings()\n\u001b[32m 421\u001b[39m ipython_display.display(bundle, raw=\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "\u001b[31mValueError\u001b[39m: Mime type rendering requires nbformat>=4.2.0 but it is not installed" + ] + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "coloraxis": "coloraxis", + "hovertemplate": "x: %{x}
y: %{y}
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"nbformat_minor": 5 +} diff --git a/README.md b/README.md new file mode 100644 index 0000000..e69de29 diff --git a/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BHV.dbf b/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BHV.dbf new file mode 100644 index 0000000..552ea10 Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BHV.dbf differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BHV.prj b/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BHV.prj new file mode 100644 index 0000000..bd846ae --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BHV.prj @@ -0,0 +1 @@ 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+PROJCS["ETRS_1989_UTM_Zone_32N",GEOGCS["GCS_ETRS_1989",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",9.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BRE.qmd b/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BRE.qmd new file mode 100644 index 0000000..10116dd --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_gemeindeteilgrenzen_BRE.qmd @@ -0,0 +1,26 @@ + + + + + + dataset + + + + + + + + PROJCRS["ETRS89 / UTM zone 32N",BASEGEOGCRS["ETRS89",ENSEMBLE["European Terrestrial Reference System 1989 ensemble",MEMBER["European Terrestrial Reference Frame 1989"],MEMBER["European Terrestrial Reference Frame 1990"],MEMBER["European Terrestrial Reference Frame 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+PROJCS["ETRS_1989_UTM_Zone_32N",GEOGCS["GCS_ETRS_1989",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",9.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BHV.shp b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BHV.shp new file mode 100644 index 0000000..93f9a83 Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BHV.shp differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BHV.shx b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BHV.shx new file mode 100644 index 0000000..8ec338c Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BHV.shx differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.cpg b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.cpg new file mode 100644 index 0000000..3ad133c --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.dbf b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.dbf new file mode 100644 index 0000000..aad3282 Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.dbf differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.prj b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.prj new file mode 100644 index 0000000..bd846ae --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.prj @@ -0,0 +1 @@ +PROJCS["ETRS_1989_UTM_Zone_32N",GEOGCS["GCS_ETRS_1989",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",9.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.qmd b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.qmd new file mode 100644 index 0000000..23205ea --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.qmd @@ -0,0 +1,26 @@ + + + + + + dataset + + aktualisiert am 29.8.23 + + + + + + PROJCRS["ETRS89 / UTM zone 32N",BASEGEOGCRS["ETRS89",ENSEMBLE["European Terrestrial Reference System 1989 ensemble",MEMBER["European Terrestrial Reference Frame 1989"],MEMBER["European Terrestrial Reference Frame 1990"],MEMBER["European Terrestrial Reference Frame 1991"],MEMBER["European Terrestrial Reference Frame 1992"],MEMBER["European Terrestrial Reference Frame 1993"],MEMBER["European Terrestrial Reference Frame 1994"],MEMBER["European Terrestrial Reference Frame 1996"],MEMBER["European Terrestrial Reference Frame 1997"],MEMBER["European Terrestrial Reference Frame 2000"],MEMBER["European Terrestrial Reference Frame 2005"],MEMBER["European Terrestrial Reference Frame 2014"],ELLIPSOID["GRS 1980",6378137,298.257222101,LENGTHUNIT["metre",1]],ENSEMBLEACCURACY[0.1]],PRIMEM["Greenwich",0,ANGLEUNIT["degree",0.0174532925199433]],ID["EPSG",4258]],CONVERSION["UTM zone 32N",METHOD["Transverse Mercator",ID["EPSG",9807]],PARAMETER["Latitude of natural origin",0,ANGLEUNIT["degree",0.0174532925199433],ID["EPSG",8801]],PARAMETER["Longitude of natural origin",9,ANGLEUNIT["degree",0.0174532925199433],ID["EPSG",8802]],PARAMETER["Scale factor at natural origin",0.9996,SCALEUNIT["unity",1],ID["EPSG",8805]],PARAMETER["False easting",500000,LENGTHUNIT["metre",1],ID["EPSG",8806]],PARAMETER["False northing",0,LENGTHUNIT["metre",1],ID["EPSG",8807]]],CS[Cartesian,2],AXIS["(E)",east,ORDER[1],LENGTHUNIT["metre",1]],AXIS["(N)",north,ORDER[2],LENGTHUNIT["metre",1]],USAGE[SCOPE["Engineering survey, topographic mapping."],AREA["Europe between 6°E and 12°E: Austria; Belgium; Denmark - onshore and offshore; Germany - onshore and offshore; Norway including - onshore and offshore; Spain - offshore."],BBOX[38.76,6,84.33,12]],ID["EPSG",25832]] + +proj=utm +zone=32 +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs + 2105 + 25832 + EPSG:25832 + ETRS89 / UTM zone 32N + utm + EPSG:7019 + false + + + + diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.shp b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.shp new file mode 100644 index 0000000..cb852dc Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.shp differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.shx b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.shx new file mode 100644 index 0000000..12546ed Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtbezirke_BRE.shx differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.dbf b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.dbf new file mode 100644 index 0000000..7e0a2d0 Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.dbf differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.prj b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.prj new file mode 100644 index 0000000..bd846ae --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.prj @@ -0,0 +1 @@ +PROJCS["ETRS_1989_UTM_Zone_32N",GEOGCS["GCS_ETRS_1989",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",9.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.shp b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.shp new file mode 100644 index 0000000..8759c54 Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.shp differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.shx b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.shx new file mode 100644 index 0000000..71926ea Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BHV.shx differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.cpg b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.cpg new file mode 100644 index 0000000..3ad133c --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.dbf b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.dbf new file mode 100644 index 0000000..32f55c8 Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.dbf differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.prj b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.prj new file mode 100644 index 0000000..bd846ae --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.prj @@ -0,0 +1 @@ +PROJCS["ETRS_1989_UTM_Zone_32N",GEOGCS["GCS_ETRS_1989",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",9.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.qmd b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.qmd new file mode 100644 index 0000000..6a897a4 --- /dev/null +++ b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.qmd @@ -0,0 +1,26 @@ + + + + + + dataset + + aktualisiert am 29.8.23; MEB + + + + + + PROJCRS["ETRS89 / UTM zone 32N",BASEGEOGCRS["ETRS89",ENSEMBLE["European Terrestrial Reference System 1989 ensemble",MEMBER["European Terrestrial Reference Frame 1989"],MEMBER["European Terrestrial Reference Frame 1990"],MEMBER["European Terrestrial Reference Frame 1991"],MEMBER["European Terrestrial Reference Frame 1992"],MEMBER["European Terrestrial Reference Frame 1993"],MEMBER["European Terrestrial Reference Frame 1994"],MEMBER["European Terrestrial Reference Frame 1996"],MEMBER["European Terrestrial Reference Frame 1997"],MEMBER["European Terrestrial Reference Frame 2000"],MEMBER["European Terrestrial Reference Frame 2005"],MEMBER["European Terrestrial Reference Frame 2014"],ELLIPSOID["GRS 1980",6378137,298.257222101,LENGTHUNIT["metre",1]],ENSEMBLEACCURACY[0.1]],PRIMEM["Greenwich",0,ANGLEUNIT["degree",0.0174532925199433]],ID["EPSG",4258]],CONVERSION["UTM zone 32N",METHOD["Transverse Mercator",ID["EPSG",9807]],PARAMETER["Latitude of natural origin",0,ANGLEUNIT["degree",0.0174532925199433],ID["EPSG",8801]],PARAMETER["Longitude of natural origin",9,ANGLEUNIT["degree",0.0174532925199433],ID["EPSG",8802]],PARAMETER["Scale factor at natural origin",0.9996,SCALEUNIT["unity",1],ID["EPSG",8805]],PARAMETER["False easting",500000,LENGTHUNIT["metre",1],ID["EPSG",8806]],PARAMETER["False northing",0,LENGTHUNIT["metre",1],ID["EPSG",8807]]],CS[Cartesian,2],AXIS["(E)",east,ORDER[1],LENGTHUNIT["metre",1]],AXIS["(N)",north,ORDER[2],LENGTHUNIT["metre",1]],USAGE[SCOPE["Engineering survey, topographic mapping."],AREA["Europe between 6°E and 12°E: Austria; Belgium; Denmark - onshore and offshore; Germany - onshore and offshore; Norway including - onshore and offshore; Spain - offshore."],BBOX[38.76,6,84.33,12]],ID["EPSG",25832]] + +proj=utm +zone=32 +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs + 2105 + 25832 + EPSG:25832 + ETRS89 / UTM zone 32N + utm + EPSG:7019 + false + + + + diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.shp b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.shp new file mode 100644 index 0000000..80dbf9f Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.shp differ diff --git a/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.shx b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.shx new file mode 100644 index 0000000..a457df3 Binary files /dev/null and b/Verwaltungsgrenzen_HB_BHV/hb_stadtteile_BRE.shx differ diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..3b0cfa9 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,7 @@ +pygame +rasterio +numpy +openeo +geopandas +leafmap +plotly \ No newline at end of file diff --git a/results/lst.tif b/results/lst.tif new file mode 100644 index 0000000..26d265f Binary files /dev/null and b/results/lst.tif differ diff --git a/water-game.py b/water-game.py new file mode 100644 index 0000000..a73840c --- /dev/null +++ b/water-game.py @@ -0,0 +1,149 @@ +# Simple top-down game skeleton with WASD movement and water bottle shooting +import pygame +import sys +import numpy as np +import rasterio + +pygame.init() + +WIDTH, HEIGHT = 800, 600 +WIN = pygame.display.set_mode((WIDTH, HEIGHT)) +pygame.display.set_caption("Water Bottle Shooter") + +WHITE = (255, 255, 255) +BLUE = (0, 150, 255) +PLAYER_COLOR = (0, 200, 0) +WATER_COLOR = (0, 180, 255) + +PLAYER_SIZE = 40 +PLAYER_SPEED = 5 +WATER_SIZE = 10 +WATER_SPEED = 10 + +clock = pygame.time.Clock() + +# Load raster map as background + +# Load full raster as a surface +def load_full_map_surface(path): + try: + src = rasterio.open(path) + arr = src.read(1) + arr = arr - 272.15 # Convert Kelvin to Celsius if needed + arr = np.nan_to_num(arr, nan=0) + arr = np.clip(arr, np.percentile(arr, 5), np.percentile(arr, 95)) + arr = (arr - arr.min()) / (arr.max() - arr.min()) * 255 + arr = arr.astype(np.uint8) + arr = np.stack([arr, arr, arr], axis=-1) # grayscale to RGB + arr = np.flipud(arr) # flip vertically for correct orientation + # Always scale map to at least fill the screen, preserving aspect ratio + h, w = arr.shape[:2] + scale_factor = max(WIDTH / w, HEIGHT / h) + new_w = int(w * scale_factor) + new_h = int(h * scale_factor) + surf = pygame.surfarray.make_surface(arr) + surf = pygame.transform.smoothscale(surf, (new_w, new_h)) + return surf, new_w, new_h + except Exception as e: + print(f"Could not load map background: {e}") + return None, WIDTH, HEIGHT + +MAP_PATH = "results/lst.tif" +map_surface, MAP_W, MAP_H = load_full_map_surface(MAP_PATH) + + +class Player: + def __init__(self, x, y): + self.x = x + self.y = y + self.rect = pygame.Rect(self.x, self.y, PLAYER_SIZE, PLAYER_SIZE) + self.direction = "up" # Default direction + + def move(self, keys): + if keys[pygame.K_w]: + self.y -= PLAYER_SPEED + self.direction = "up" + if keys[pygame.K_s]: + self.y += PLAYER_SPEED + self.direction = "down" + if keys[pygame.K_a]: + self.x -= PLAYER_SPEED + self.direction = "left" + if keys[pygame.K_d]: + self.x += PLAYER_SPEED + self.direction = "right" + # Clamp to map boundaries + self.x = max(0, min(MAP_W - PLAYER_SIZE, self.x)) + self.y = max(0, min(MAP_H - PLAYER_SIZE, self.y)) + self.rect.topleft = (self.x, self.y) + + def draw(self, win, offset_x, offset_y): + pygame.draw.rect(win, PLAYER_COLOR, (self.x - offset_x, self.y - offset_y, PLAYER_SIZE, PLAYER_SIZE)) + + +class WaterBottle: + def __init__(self, x, y, direction): + self.x = x + PLAYER_SIZE // 2 - WATER_SIZE // 2 + self.y = y + PLAYER_SIZE // 2 - WATER_SIZE // 2 + self.direction = direction + self.rect = pygame.Rect(self.x, self.y, WATER_SIZE, WATER_SIZE) + + def move(self): + if self.direction == "up": + self.y -= WATER_SPEED + elif self.direction == "down": + self.y += WATER_SPEED + elif self.direction == "left": + self.x -= WATER_SPEED + elif self.direction == "right": + self.x += WATER_SPEED + self.rect.topleft = (self.x, self.y) + + def draw(self, win, offset_x, offset_y): + pygame.draw.rect(win, WATER_COLOR, (self.x - offset_x, self.y - offset_y, WATER_SIZE, WATER_SIZE)) + + +def main(): + # Start player in center of map + player = Player(MAP_W // 2, MAP_H // 2) + water_bottles = [] + + running = True + while running: + clock.tick(60) + for event in pygame.event.get(): + if event.type == pygame.QUIT: + running = False + if event.type == pygame.KEYDOWN: + if event.key == pygame.K_SPACE: + # Shoot water bottle + water_bottles.append(WaterBottle(player.x, player.y, player.direction)) + + keys = pygame.key.get_pressed() + player.move(keys) + + for bottle in water_bottles: + bottle.move() + + # Remove bottles that go off map + water_bottles = [b for b in water_bottles if 0 <= b.x <= MAP_W and 0 <= b.y <= MAP_H] + + # Camera offset: keep player centered unless near edge + offset_x = max(0, min(player.x + PLAYER_SIZE // 2 - WIDTH // 2, MAP_W - WIDTH)) + offset_y = max(0, min(player.y + PLAYER_SIZE // 2 - HEIGHT // 2, MAP_H - HEIGHT)) + + # Draw map portion + if map_surface: + WIN.blit(map_surface, (0, 0), area=pygame.Rect(offset_x, offset_y, WIDTH, HEIGHT)) + else: + WIN.fill(WHITE) + player.draw(WIN, offset_x, offset_y) + for bottle in water_bottles: + bottle.draw(WIN, offset_x, offset_y) + pygame.display.update() + + pygame.quit() + sys.exit() + +if __name__ == "__main__": + main()