An ensemble Kalman filter with rescaling disaggregation for assimilating terrestrial water storage into hydrological models

Abstract Assimilating satellite-based Terrestrial Water Storage (TWS) observations can improve the vertical summation of water storage states in hydrological models. However, it can degrade individual storage compartments or hydrological fluxes, limiting the applicability of TWS Data Assimilation (D...

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Bibliographic Details
Main Authors: Leire Retegui-Schiettekatte, Maike Schumacher, Fan Yang, Henrik Madsen, Ehsan Forootan
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-13602-2
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