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[feature] Add Phase I Ocean Observations to NOC STAC #27

Description

@oj-tooth

Add Phase I Gridded Ocean Observations for Numerical Model Validation to NOC STAC

Actions

  • Create a new create_obs_item_from_icechunk_asset() utility function to create STAC Items for ocean observation datasets using global CF attributes.
  • Update OceanDataCatalog filter, search methods to support searching ocean observations.
  • Update OceanDataCatalog open_repo and open_dataset methods to support opening & subsetting ocean observations.
  • Update __repr__ and __repr_html__ to handle numerical model and observational datasets differently - rendering different properties in summary views.

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NOC STACIssues relating to the NOC Spatio-Temporal Asset CatalogOceanDataCatalogIssues relating to OceanDataCatalog

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