Xbitinfo

https://nbviewer.org/gist/rsignell-usgs/07bc53e5ef7768ccc345c7d03fcb85b8

import xbitinfo as xb

# Explore bit information in all dimensions

bi = xb.get_bitinformation(ds)

fig = xb.plot_bitinformation(bi.sel(dim="latitude"))

kb = xb.get_keepbits(bi)

xb.xr_bitround(ds, 10).to_compressed_zarr("file.zarr")