Look into if we can use new Xarray GPU loading

[jacobbieker]

https://xarray.dev/blog/xarray-kvikio

There is a way to read Xarray Zarr stores directly into GPU memory, although with a few limitations like currently no consolidated metadata, and no compression. But could be a faster way of getting the data to the GPU possibly?

Detailed Description

Context

Possible Implementation