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Unable to convert Sentinel-5P NetCDF file to GeoTIFF using xarray python

Specifying the x_dim and y_dim in param.rio.set_spatial_dims is done so that rio knows which dimensions to use along the y and x axis (in case they are different from the standard names "x" ...
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