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Author

Mukesh Kumar

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Open access Sep 2026

Dynamic integration of GRACE-based water storage into global hydrological models using machine learning

Groundwater storage (GWS) is a critical component of the hydrologic cycle. Accurate representation of GWS dynamics is crucial for water availability estimates in global hydrological models (GHMs). This study explores the enhancement of grid-level water availability estimates by dynamically coupling machine learning (ML...

Fitsume T. Wolkeba, M. Mekonnen, H. Moradkhani et al. · 0 citations

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