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mwtoews avatar mwtoews commented on June 16, 2024

I should note that there are relevant cases where the dimensions should be renamed from (e.g.) lat to y, for instance when projecting from a geographic CRS with distance units in degrees to a projected coordinate system like a UTM zone with distance units in meters. Not sure if keeping/renaming dims should be user-controlled or not, but I've noted a workaround above. So these new dim names and units are expected:

da3 = da.rio.reproject("EPSG:2193")
print(da3.x.attrs)
# {'axis': 'X', 'long_name': 'x coordinate of projection', 'standard_name': 'projection_x_coordinate', 'units': 'metre'}
print(da.lon.attrs)
# {'long_name': 'longitude', 'standard_name': 'longitude', 'axis': 'X', 'units': 'degrees_east', 'valid_min': -180.0, 'valid_max': 180.0, 'comment': 'geolocations inherited from the input data without correction'}

it's just this dimension name that's inconsistent:

print(da2.x.attrs)
# {'axis': 'X', 'long_name': 'longitude', 'standard_name': 'longitude', 'units': 'degrees_east'}

from rioxarray.

snowman2 avatar snowman2 commented on June 16, 2024

This was by design to keep the logic simple. As you demonstrated, there are cases where you would transform from geographic to projected coordinate systems or the other way around. Attempting to preserve coordinate names in some instances and not others would make the behavior somewhat unpredictable. With the current design, you always know what your dimensions will be in the output.

from rioxarray.

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