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Coupled GraphCast #11

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This PR adds capability to handle REPLAY ocean, land, and ice dataset in the GraphCast architecture. A major portion of the codebase update deals with handling the vertical levels in the oceans, which is labeled as "z_l" the REPLAY dataset -- the cell center of the replay vertical levels. Note, that REPLAY interpolates the time-varying ALE MOM6 vertical coordinate to fixed vertical levels, and therefore "z_l" is static in time. The other components "land" and "ice" do not have a stacked 3D dataset and the vertical levels are treated as separate 2D variables. So, handling those is pretty straightforward.
Currently, the ocean vertical level is hard-coded as "z_l" and the atmospheric vertical coordinate is hard-coded as "level", however I believe these should be user specificied and can be included in kwargs. But this UFS-spcific fork of graphcast anyway, so I don't think this is super important for our purposes.

@nniraj123 nniraj123 changed the base branch from main to feature/replay-integration November 9, 2024 20:47
@timothyas timothyas self-requested a review November 12, 2024 23:48
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