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Reprojecting UKCP 2.2km dataset from rotated pole to regular lat/lon grid using Rasterio 1.4 with src_geoloc_array
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "35b25dbc-f295-4420-b5b8-31079a3384a9", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import xarray as xr\n", | |
"import numpy as np\n", | |
"import rasterio\n", | |
"import rasterio.warp\n", | |
"import rioxarray\n", | |
"from rioxarray.rioxarray import affine_to_coords" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "0a4eb6fe-d6c9-467a-80a3-a5dd4b7476a7", | |
"metadata": {}, | |
"source": [ | |
"## NB: requires Rasterio 1.4 for the `src_geoloc_array` option" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "dee26af6-c225-47d6-8629-a8fd9ef32309", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"'1.4b1'" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"rasterio.__version__" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "ed6dc565-d2dd-478e-b0d8-095dcd4ee8c1", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"PATH = \"tas_rcp85_land-cpm_uk_2.2km_01_day_19801201-19811130.nc\"" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "fc57f15f-1325-4adb-97f0-4ef18fb7ddbd", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"PARAMETER_NAME = \"tas\"" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "4d4e0b0f-5cd7-4a37-9163-eb48bd2b8490", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"WGS84 = rasterio.crs.CRS.from_epsg(4326)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "bb7f9f51-9313-4b4d-b2ab-9faed4de1639", | |
"metadata": {}, | |
"source": [ | |
"## Open Xarray dataset and read 2d coordinate arrays and data" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "5a33e079-2474-4dfc-b0dc-fc2a3bca1171", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"ds = xr.open_dataset(PATH)\n", | |
"lon2d = ds[\"longitude\"].values\n", | |
"lat2d = ds[\"latitude\"].values\n", | |
"source = ds[PARAMETER_NAME].isel(ensemble_member=0).values" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "0aefd0c4-ed7e-4b81-be90-d72df46553eb", | |
"metadata": {}, | |
"source": [ | |
"## Calculate default transform for a rectilinear lat/lon grid (1D coordinate axes)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "3242b48b-b2c4-4e9a-a4f9-99ee7db5631b", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"src_height, src_width = lon2d.shape\n", | |
"\n", | |
"dst_transform, dst_width, dst_height = rasterio.warp.calculate_default_transform(\n", | |
" src_crs=WGS84,\n", | |
" dst_crs=WGS84,\n", | |
" width=src_width,\n", | |
" height=src_height,\n", | |
" src_geoloc_array=(lon2d, lat2d),\n", | |
")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "d38a14c0-5938-41ae-9578-fa34673fcf3c", | |
"metadata": {}, | |
"source": [ | |
"## Reproject with Rasterio and `src_geoloc_array`" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"id": "0526d229-f878-4119-aab6-6db72e3fe5a1", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"destination = np.full((len(source), dst_height, dst_width), np.nan)\n", | |
"\n", | |
"data, transform = rasterio.warp.reproject(\n", | |
" source,\n", | |
" destination=destination,\n", | |
" src_crs=WGS84,\n", | |
" dst_crs=WGS84,\n", | |
" dst_transform=dst_transform,\n", | |
" dst_nodata=np.nan,\n", | |
" src_geoloc_array=np.stack((lon2d, lat2d))\n", | |
")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "89648ace-d6ce-43cf-9c6e-d8032c7a85a8", | |
"metadata": {}, | |
"source": [ | |
"## Create a nice Xarray DataArray again, copying attributes and time axis" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"id": "261c5eec-5d76-41ad-ab29-b740d59fbe73", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"coords = affine_to_coords(transform, width=dst_width, height=dst_height, x_dim=\"x\", y_dim=\"y\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"id": "5143fed3-c75a-440e-be59-697bea4fd34f", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"coords.update(time=ds[\"time\"])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"id": "777a4d88-0923-45e2-9b85-dcb313cec3c2", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"'rotated_latitude_longitude'" | |
] | |
}, | |
"execution_count": 11, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"filtered_attrs = ds[PARAMETER_NAME].attrs.copy()\n", | |
"filtered_attrs.pop(\"grid_mapping\", None)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "5aea5446-8de0-4f15-8cda-5018f2073bae", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"da = xr.DataArray(data, coords=coords, dims=(\"time\", \"y\", \"x\"), name=PARAMETER_NAME, attrs=filtered_attrs)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"id": "c915a519-2352-46bd-b07c-5100c77da53f", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.image.AxesImage at 0x16a2abd10>" | |
] | |
}, | |
"execution_count": 13, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 640x480 with 2 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"da.isel(time=0).plot.imshow()" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "0c0f8c35-4de9-4943-b764-3183f5484233", | |
"metadata": {}, | |
"source": [ | |
"## Write to GeoTIFF for testing" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"id": "354330c8-ccc5-4aa3-83a5-65d378fc567e", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"with rasterio.open(\n", | |
" \"ukcp22-geoloc-test.tif\", \"w\", \n", | |
" transform=transform, \n", | |
" width=dst_width, \n", | |
" height=dst_height, \n", | |
" driver=\"GTiff\", \n", | |
" nodata=np.nan, \n", | |
" count=len(data),\n", | |
" dtype=data.dtype,\n", | |
" crs=WGS84,\n", | |
") as dst:\n", | |
" dst.write(data)" | |
] | |
} | |
], | |
"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": "3.12.5" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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