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An Efficient and Robust Estimation of Spatio‐Temporally Distributed Parameters in Dynamic Models by an Ensemble Kalman Filter

Abstract The accuracy of Earth system models is compromised by unknown and/or unresolved dynamics, making the quantification of systematic model errors essential. While a model parameter estimation, which allows parameters to change spatio‐temporally, shows promise in quantifying and mitigating syst...

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Autors principals: Yohei Sawada, Le Duc
Format: Artigo
Idioma:Inglês
Publicat: American Geophysical Union (AGU) 2024-02-01
Col·lecció:Journal of Advances in Modeling Earth Systems
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Accés en línia:https://doi.org/10.1029/2023MS003821
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