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@FlorisCalkoen
Created December 29, 2021 22:53
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "7f4cb782-22dd-4b56-8a58-ee16f0ab06f9",
"metadata": {},
"outputs": [],
"source": [
"%load_ext lab_black"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "299f6d60-aae9-4faa-8add-4433fefe11cc",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import pathlib\n",
"import urllib\n",
"\n",
"# resolve path because notebook does not have __file__\n",
"cwd = pathlib.Path().resolve()\n",
"PROJ_DIR = cwd.parent\n",
"datadir = PROJ_DIR.joinpath(\"data\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "cab3e416-7267-4baa-8491-5bbcb2606ced",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import rasterio\n",
"\n",
"\n",
"def normalize(array):\n",
" array_min, array_max = array.min(), array.max()\n",
" return (array - array_min) / (array_max - array_min)\n",
"\n",
"\n",
"def read_band(file, band):\n",
" if band is not None:\n",
" return file.read(band)\n",
"\n",
"\n",
"def stack_bands(\n",
" fpath,\n",
" nir=None,\n",
" red=None,\n",
" green=None,\n",
" blue=None,\n",
" result_type=\"false_colour\",\n",
"):\n",
"\n",
" with rasterio.open(fpath) as f:\n",
"\n",
" data = {\"nir\": nir, \"red\": red, \"green\": green, \"blue\": blue}\n",
" for key, band in data.items():\n",
" data[key] = normalize(read_band(f, band))\n",
"\n",
" if result_type == \"false_colour\":\n",
" return np.dstack((data[\"nir\"], data[\"red\"], data[\"blue\"]))\n",
"\n",
" elif result_type == \"RGB\":\n",
" return np.dstack((data[\"red\"], data[\"green\"], data[\"blue\"]))\n",
"\n",
"\n",
"def download(url, out_dir, fname):\n",
" \"\"\"Download sample data from url\"\"\"\n",
" if not out_dir.exists():\n",
" os.makedirs(outdir)\n",
"\n",
" fpath = out_dir.joinpath(fname)\n",
" urllib.request.urlretrieve(url, fpath)\n",
" return print(f\"Saved {fname}!\")\n",
"\n",
"\n",
"tile_url = (\n",
" \"https://s3.eu-central-1.amazonaws.com/floris.calkoen.open.data/tile_2523.tif\"\n",
")\n",
"landsat_url = (\n",
" \"https://s3.eu-central-1.amazonaws.com/floris.calkoen.open.data/landsat.tif\"\n",
")\n",
"\n",
"# download(tile_url, out_dir=datadir, fname=\"tile_2523.tif\")\n",
"# download(landsat_url, out_dir=datadir, fname=\"landsat.tif\")\n",
"\n",
"\n",
"tile = datadir.joinpath(\"tile_2523.tif\")\n",
"landsat = datadir.joinpath(\"landsat.tif\")\n",
"\n",
"tile_img = stack_bands(tile, nir=4, red=3, green=2, blue=1, result_type=\"false_colour\")\n",
"landsat_img = stack_bands(landsat, nir=4, red=3, green=2, blue=1, result_type=\"RGB\")\n",
"\n",
"fig, ax = plt.subplots()\n",
"ax.imshow(tile_img, \"pink\")\n",
"plt.show()\n",
"\n",
"fig, ax = plt.subplots()\n",
"ax.imshow(landsat_img, \"pink\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "1a395115-cdf3-453c-ba9e-d7313f127c12",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "a795221fd8bc4994b90d64b942d7211b",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Url()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "625b695c31b648a4bfdde5c8875ed2e5",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Map(center=[20, 0], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title', 'zoom_out_text…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import rioxarray\n",
"import xarray_leaflet\n",
"import ipyleaflet\n",
"\n",
"params = {\n",
" \"center\": [20, 0],\n",
" \"zoom\": 2,\n",
" \"max_zoom\": 24,\n",
" \"scroll_wheel_zoom\": True,\n",
" \"attribution_control\": True,\n",
"}\n",
"\n",
"m = ipyleaflet.Map(**params)\n",
"\n",
"da = rioxarray.open_rasterio(landsat, masked=True)\n",
"bands = [3, 2, 1]\n",
"da = da.rio.write_nodata(0)\n",
"da = da.sel(band=bands)\n",
"da.leaflet.plot(m, x_dim=\"x\", y_dim=\"y\", rgb_dim=\"band\")\n",
"m"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "e127774e-7b2b-4c37-aaa8-5995ef80032d",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Warning 1: TIFFReadDirectory:Sum of Photometric type-related color channels and ExtraSamples doesn't match SamplesPerPixel. Defining non-color channels as ExtraSamples.\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "5e9118bd6ac14971bda173637f2f6280",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Url()"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "781efed875584c7782b1f2e7c7e07b62",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Map(center=[20, 0], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title', 'zoom_out_text…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import rioxarray\n",
"import xarray_leaflet\n",
"import ipyleaflet\n",
"\n",
"params = {\n",
" \"center\": [20, 0],\n",
" \"zoom\": 2,\n",
" \"max_zoom\": 24,\n",
" \"scroll_wheel_zoom\": True,\n",
" \"attribution_control\": True,\n",
"}\n",
"\n",
"m = ipyleaflet.Map(**params)\n",
"\n",
"da = rioxarray.open_rasterio(tile, masked=True)\n",
"bands = [3, 2, 1]\n",
"da = da.rio.write_nodata(0)\n",
"da = da.sel(band=bands)\n",
"da.leaflet.plot(m, x_dim=\"x\", y_dim=\"y\", rgb_dim=\"band\")\n",
"m"
]
}
],
"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",
"pygments_lexer": "ipython3",
"version": "3.10.0"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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