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nameFlowDB_2.0(2).drawio

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Goals:

  • Incorporate snow-pack into the dataset to FlowDB

  • Utilize better sources of precipitation (e.g. multiple locations or an image of rainfall in the area)

  • Dataset can also be used for precipitation now-casting (include data Earthformer type model could ingest).

  • Bonus: add soil moisture data

  • Bonus: add aerial imagery or geospatial of the basin in order for models to learn better representations of hydrology.

  • Create an end-to-end pipeline to append new data on at least a daily basis (likely using Composer on GCP?)

    • Tests for individual scraping functions that run daily and alert to API changes.

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