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@ahuang11 thank you for this issue and sorry I never responded. I tried using metpy and it worked quite nicely but I found it was a too heavy a dependency for our lambda at this time. I'll leave this open for now since we may migrate off lambda in the future and could leverage metpy then.
Here, it seems like lat/lon is hardcoded:
https://github.com/developmentseed/titiler-xarray/blob/main/titiler/xarray/reader.py#L52
One way to address finding x/y is using https://unidata.github.io/MetPy/latest/api/generated/metpy.xarray.html
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