A combined data assimilation and deep learning approach for continuous spatio-temporal SWE reconstruction from sparse ground tracks

Our understanding of the impact of climate change on water availability and natural hazards in high-mountain regions is limited due to the spatial and temporal scarcity of ground observations of precipitation and snow. Freely available, satellite-based information about the snowpack is currently mai...

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Bibliographic Details
Main Authors: Matteo Guidicelli, Kristoffer Aalstad, Désirée Treichler, Nadine Salzmann
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Journal of Hydrology X
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Online Access:http://www.sciencedirect.com/science/article/pii/S2589915524000208
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