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@soxofaan
Created January 6, 2020 13:50
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import openeo\n",
"import shapely\n",
"import rasterio\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"connection = openeo.connect('https://openeo.vito.be/openeo/0.4.2')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['CGS_SENTINEL2_RADIOMETRY_V102_001',\n",
" 'S2_FAPAR_V102_WEBMERCATOR2',\n",
" 'SENTINEL2_FCOVER_TERRASCOPE',\n",
" 'SENTINEL2_NDVI_TERRASCOPE',\n",
" 'SENTINEL2_LAI_TERRASCOPE',\n",
" 'S2_FAPAR_SCENECLASSIFICATION_V102_PYRAMID',\n",
" 'S2_NDVI_S3',\n",
" 'CGS_SENTINEL2_RADIOMETRY_V102_FILE',\n",
" 'SENTINEL2_L1C_SENTINELHUB',\n",
" 'SENTINEL2_L2A_SENTINELHUB',\n",
" 'S2_RADIOMETRY_S3_JP2']"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"[\n",
" cid \n",
" for cid in connection.list_collection_ids() \n",
" if any(p in cid.lower() for p in ['s2', 'sentinel2'])\n",
"]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"bbox = {\n",
" \"west\": 11.279182434082033,\n",
" \"east\": 11.406898498535158,\n",
" \"north\": 46.522729291844286,\n",
" \"south\": 46.464349400461145,\n",
" \"crs\": \"EPSG:4326\"\n",
"}\n",
"\n",
"polygon = shapely.geometry.box(\n",
" minx=bbox[\"west\"], maxx=bbox[\"east\"],\n",
" miny=bbox[\"south\"], maxy=bbox[\"north\"],\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"bands = [\"B08\", \"B04\", \"B02\"]\n",
"date_range = ('2018-06-04', '2018-06-23')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"def show_tiff(filename):\n",
" with rasterio.open(filename) as ds:\n",
" fig, axes = plt.subplots(nrows=3, ncols=len(ds.indexes), figsize=(10, 6))\n",
" for c, i in enumerate(ds.indexes):\n",
" data = ds.read(i)\n",
" axes[0, c].imshow(data, vmax=np.percentile(data, q=99))\n",
" axes[0, c].set_title(bands[c])\n",
" axes[1, c].hist(data.flat, bins=100)\n",
" axes[2, c].boxplot(data.flat, vert=False, whis=5)\n",
" \n",
" print(\"index {i} band {b}: min={n:.6f} mean={e:.6f}, max={x:.6f}\".format(\n",
" i=i, b= bands[c], n=data.min(), e=data.mean(), x=data.max()\n",
" ))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Collection `SENTINEL2_L1C_SENTINELHUB`"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"collection = 'SENTINEL2_L1C_SENTINELHUB'\n",
"cube = (\n",
" connection\n",
" .load_collection(collection)\n",
" .filter_bbox(**bbox)\n",
" .filter_bands(bands)\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 6.42 ms, sys: 2.86 ms, total: 9.28 ms\n",
"Wall time: 30.6 s\n"
]
},
{
"data": {
"text/plain": [
"['2018-06-06T00:00:00',\n",
" '2018-06-08T00:00:00',\n",
" '2018-06-11T00:00:00',\n",
" '2018-06-16T00:00:00',\n",
" '2018-06-18T00:00:00',\n",
" '2018-06-21T00:00:00',\n",
" '2018-06-23T00:00:00']"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%%time\n",
"ts = (\n",
" cube\n",
" .filter_temporal(*date_range)\n",
" .polygonal_mean_timeseries(polygon)\n",
" .execute()\n",
")\n",
"sorted(ts.keys())"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 59.4 ms, sys: 30.9 ms, total: 90.3 ms\n",
"Wall time: 16.2 s\n"
]
}
],
"source": [
"%%time\n",
"filename = 'first_{c}.tiff'.format(c=collection.lower())\n",
"date = min(ts.keys())\n",
"cube.filter_temporal(date, date).download(filename, format=\"GTIFF\")"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"index 1 band B08: min=0.060600 mean=0.302827, max=1.883700\n",
"index 2 band B04: min=0.019400 mean=0.149239, max=1.760900\n",
"index 3 band B02: min=0.072400 mean=0.179726, max=1.434600\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x432 with 9 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"show_tiff(filename)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Collection `SENTINEL2_L2A_SENTINELHUB`"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"collection = 'SENTINEL2_L2A_SENTINELHUB'\n",
"cube = (\n",
" connection\n",
" .load_collection(collection)\n",
" .filter_bbox(**bbox)\n",
" .filter_bands(bands)\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 5.83 ms, sys: 2.94 ms, total: 8.77 ms\n",
"Wall time: 28.8 s\n"
]
},
{
"data": {
"text/plain": [
"['2018-06-06T00:00:00',\n",
" '2018-06-08T00:00:00',\n",
" '2018-06-11T00:00:00',\n",
" '2018-06-13T00:00:00',\n",
" '2018-06-16T00:00:00',\n",
" '2018-06-18T00:00:00',\n",
" '2018-06-21T00:00:00',\n",
" '2018-06-23T00:00:00']"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"%%time\n",
"ts = (\n",
" cube\n",
" .filter_temporal(*date_range)\n",
" .polygonal_mean_timeseries(polygon)\n",
" .execute()\n",
")\n",
"sorted(ts.keys())"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 149 ms, sys: 37.3 ms, total: 187 ms\n",
"Wall time: 9.79 s\n"
]
}
],
"source": [
"%%time\n",
"filename = 'first_{c}.tiff'.format(c=collection.lower())\n",
"date = min(ts.keys())\n",
"cube.filter_temporal(date, date).download(filename, format=\"GTIFF\")"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"index 1 band B08: min=0.031900 mean=0.369288, max=1.749300\n",
"index 2 band B04: min=0.000100 mean=0.169728, max=1.874500\n",
"index 3 band B02: min=0.000100 mean=0.173216, max=2.007800\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x432 with 9 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"show_tiff(filename)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.6.8"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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