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Kerchunk-Based Access to National Water Model Outputs: A Reusable Workflow and Shared Resource via the HydroShare Ecosystem


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Created: Jul 30, 2025 at 11:23 a.m. (UTC)
Last updated: Sep 10, 2025 at 4:41 p.m. (UTC)
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Abstract

This use case demonstrates how to generate and share Kerchunk references for tens of thousands of NetCDF files from the CONUS-wide National Water Model (NWM) outputs. Leveraging recent HydroShare modernization efforts, the workflow enables efficient, scalable access without converting files to Zarr. The shared resource includes both the Kerchunk outputs and a reproducible notebook, allowing users to either access subsets of NWM data or learn how to apply the same method to their own large-scale datasets. This example highlights HydroShare’s evolving capabilities in supporting FAIR, cloud-optimized hydrologic data workflows.

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Related Resources

This resource belongs to the following collections:
Title Owners Sharing Status My Permission
Interactive Science Use Cases Showcasing HydroShare’s Cloud-Native Features Irene Garousi-Nejad · Anthony Castronova  Public &  Shareable Open Access

Credits

Funding Agencies

This resource was created using funding from the following sources:
Agency Name Award Title Award Number
National Oceanic and Atmospheric Administration NOAA Cooperative Agreement with The University of Alabama, awarded to the Cooperative Institute for Research to Operations in Hydrology (CIROH) NA22NWS4320003

How to Cite

Garousi-Nejad, I., A. M. Castronova (2025). Kerchunk-Based Access to National Water Model Outputs: A Reusable Workflow and Shared Resource via the HydroShare Ecosystem, HydroShare, http://www.hydroshare.org/resource/5e7db9f6c1bc4da2b614c7b988aa7cf8

This resource is shared under the Creative Commons Attribution CC BY.

http://creativecommons.org/licenses/by/4.0/
CC-BY

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