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October 16, 2024 05:18
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quick and dirty geotiff crop using rasterio
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import rasterio | |
# load the geotiff (a DSM in this case) and read the data - only one index in this case | |
dsm = rasterio.open(dsm_fname) | |
dsm_data = dsm.read()[0] | |
# crop the data | |
dsm_crop = dsm_data[min_y:min_y+height, min_x:min_x+width] | |
# make a copy of the geotiff metadata | |
new_meta = dsm.meta.copy() | |
# create a translation transform to shift the pixel coordinates | |
crop = rasterio.Affine.translation(min_x, min_y) | |
# prepend the pixel translation to the original geotiff transform | |
new_xform = dsm.transform * crop | |
# update the geotiff metadata with the new dimensions and transform | |
new_meta['width'] = width | |
new_meta['height'] = height | |
new_meta['transform'] = new_xform | |
# write the cropped geotiff to disk | |
with rasterio.open(output_filename, "w", **new_meta) as dest: | |
dest.write(dsm_crop.reshape(1,dsm_crop.shape[0], dsm_crop.shape[1])) | |
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works well. thanks.