OSGeoLive-Notebooks/OpenDataCube/dc_load_esa_worldcover.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "8784196f",
"metadata": {},
"outputs": [],
"source": [
"import datacube"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "3c0adfbd",
"metadata": {},
"outputs": [],
"source": [
"dc = datacube.Datacube(config='/home/user/.config/datacube/datacube.conf')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a0118381",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Found 1 datasets\n"
]
}
],
"source": [
"datasets = dc.find_datasets(product=\"esa_worldcover_2021\")\n",
"\n",
"print(f\"Found {len(datasets)} datasets\")\n",
"\n",
"# Load the first dataset\n",
"ds = dc.load(datasets=datasets[0:1])\n",
"\n",
"#ds = dc.load(product=\"esa_worldcover_2021\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "7921c073",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<xarray.Dataset>\n",
"Dimensions: (time: 1, latitude: 12874, longitude: 8912)\n",
"Coordinates:\n",
" * time (time) datetime64[ns] 2021-07-02\n",
" * latitude (latitude) float64 43.17 43.17 43.17 ... 42.1 42.1 42.1\n",
" * longitude (longitude) float64 20.22 20.22 20.22 ... 20.96 20.96 20.96\n",
" spatial_ref int32 4326\n",
"Data variables:\n",
" classification (time, latitude, longitude) uint8 0 0 0 0 0 0 ... 0 0 0 0 0\n",
"Attributes:\n",
" crs: EPSG:4326\n",
" grid_mapping: spatial_ref\n"
]
}
],
"source": [
"print(ds)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "68ff4906",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.QuadMesh at 0x7f75d4597eb0>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 864x576 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"ds.classification.plot(size=8)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "68cc04b9",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"from matplotlib import colors as mcolours"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "26fd1658",
"metadata": {},
"outputs": [],
"source": [
"cmap = mcolours.ListedColormap(\n",
" [\n",
" np.array([0, 0, 0]) / 255,\n",
" np.array([0, 100, 0]) / 255,\n",
" np.array([255, 187, 34]) / 255,\n",
" np.array([255, 255, 76]) / 255,\n",
" np.array([240, 150, 255]) / 255,\n",
" np.array([250, 0, 0]) / 255,\n",
" np.array([180, 180, 180]) / 255,\n",
" np.array([240, 240, 240]) / 255,\n",
" np.array([0, 100, 200]) / 255,\n",
" np.array([0, 150, 160]) / 255,\n",
" np.array([0, 207, 117]) / 255,\n",
" np.array([250, 230, 160]) / 255,\n",
" ]\n",
")\n",
"\n",
"bounds = [-5, 5, 15, 25, 35, 45, 55, 65, 75, 85, 92, 98, 105]\n",
"norm = mcolours.BoundaryNorm(np.array(bounds), cmap.N)\n",
"cblabels = [\n",
" \"no data\",\n",
" \"tree cover\",\n",
" \"shrubland\",\n",
" \"grassland\",\n",
" \"cropland\",\n",
" \"built up\",\n",
" \"bare/sparse vegetation\",\n",
" \"snow and ice\",\n",
" \"permanent water bodies\",\n",
" \"herbaceous wetland\",\n",
" \"mangroves\",\n",
" \"moss and lichen\",\n",
"]"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "bc88d065",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>dtype</th>\n",
" <th>units</th>\n",
" <th>nodata</th>\n",
" <th>flags_definition</th>\n",
" </tr>\n",
" <tr>\n",
" <th>product</th>\n",
" <th>measurement</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>esa_worldcover_2021</th>\n",
" <th>classification</th>\n",
" <td>classification</td>\n",
" <td>uint8</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>{'data': {'bits': [0, 1, 2, 3, 4, 5, 6, 7], 'v...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" name dtype units nodata \\\n",
"product measurement \n",
"esa_worldcover_2021 classification classification uint8 1 0 \n",
"\n",
" flags_definition \n",
"product measurement \n",
"esa_worldcover_2021 classification {'data': {'bits': [0, 1, 2, 3, 4, 5, 6, 7], 'v... "
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"measure_list = dc.list_measurements()\n",
"measure_list"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "3c8354d8",
"metadata": {
"collapsed": true
},
"outputs": [
{
"ename": "AttributeError",
"evalue": "'_Dataset_PlotMethods' object has no attribute 'imshow'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m/tmp/ipykernel_31877/3468690862.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mim\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mds\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcmap\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcmap\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnorm\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnorm\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0madd_colorbar\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlegend\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mplot_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mAttributeError\u001b[0m: '_Dataset_PlotMethods' object has no attribute 'imshow'"
]
}
],
"source": [
"#im = ds.plot.imshow(cmap=cmap, norm=norm, add_colorbar=legend, **plot_kwargs)\n",
"## lulc_plot\n",
"## supposedly, that function comes from dea-africa / data_cube_utilities repo"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "d0737b2c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Variable Type Data/Info\n",
"--------------------------------------\n",
"bounds list n=13\n",
"cblabels list n=12\n",
"cmap ListedColormap <matplotlib.colors.Listed<...>object at 0x7f75dc25ead0>\n",
"datacube module <module 'datacube' from '<...>es/datacube/__init__.py'>\n",
"datasets list n=1\n",
"dc Datacube Datacube<index=Index<db=P<...>er:***@:5432/datacube)>>>\n",
"ds Dataset <xarray.Dataset>\\nDimensi<...>rid_mapping: spatial_ref\n",
"mcolours module <module 'matplotlib.color<...>es/matplotlib/colors.py'>\n",
"norm BoundaryNorm <matplotlib.colors.Bounda<...>object at 0x7f75dc25eb60>\n",
"np module <module 'numpy' from '/us<...>kages/numpy/__init__.py'>\n"
]
}
],
"source": [
"%whos"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "8902b8fb",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1.8.9\n"
]
}
],
"source": [
"print(datacube.__version__)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ca6987c9",
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.10.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}