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CAIG: Leveraging AI for Watershed-Scale Transport to Subgrid-Scale Wetland Processes in LSMs

US NSF grant open #nsf-2531030

Summary

Wetlands provide vital ecosystem services despite covering only a small area of the Earth’s land surface. Earth System Models are increasingly used to inform decisions on land use and water quality conservation. However, wetlands are poorly represented because of their small size and complex interactions with surrounding rivers and landscapes. This project develops novel artificial intelligence (AI) tools that simulate wetland processes in Earth System Models. Three AI tools will be developed to simulate different aspects of wetlands for integration in Earth System Models. A transformer-based

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