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Incorporate NHDPlus HR catchment datasets into get_catchment_characteristics() #414

@mjcashman

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@mjcashman

A nice feature enhancement would be to enable the reference_fabric argument to accept a change from "nhdplusv2" to the "nhdplusHR", which would then switch to alternative dataset(s) produced for NHDPlusHR.

A new dataset has been released by Gressler et al. 2024 for catchment characteristics attributed and accumulated at the NHDPlus High Res for the Chesapeake Bay watershed (HUCs 0205, 0206, 0207 and 0208).

These datasets are analogous to the NHDPlus Medium Res datasets produced by Mike Wieczorek, which are currently used as the data backbone for the existing get_catchment_characteristics() function. They are also cloud-hosted on S3 within sciencebase, in parquet file format, and have some existing data dictionary tables for use in variable querying and retrievals. The tables would need minor modification by joining them into a single master lookup table for joining and have s3 urls added, but that would be pretty straightforward.

There are a few potential bigger conceptual limitations to implementation at this time, that I'll document below. But this is a good time to document this feature enhancement regardless.

  1. These HR data are only available within the Chesapeake Bay watershed, not for CONUS. Therefore, even if this enhancement were implemented, it might be a bit of a mismatch for medium-res to have data available for CONUS, while high-res only providing data for one region. This might be less incongruous if/when more regional datasets are available at the HR (although I do not know of existing plans for more regional high-res datasets at this point).
  2. There is no current functionality in nhdplusTools or NLDI to navigate the NHDPlusHR, so there's no native discovery method for the NHDPlusHR identifiers. This wouldn't be an issue for retrieving data if the end-user already had their locations of interest, but that could be a mismatch with the "full-service" set of tools nhdplusTools currently provides.

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