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Estimating model error covariances using particle filters

A method is presented for estimating the error covariance of the errors in the model equations in observation space. Estimating model errors in this systematic way opens up the possibility to use data assimilation for systematic model improvement at the level of the model equations, which would be a...

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Detalles Bibliográficos
Autores principales: Zhu, Mengbin, van Leeuwen, Peter J., Zhang, Weimin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6474261/
https://www.ncbi.nlm.nih.gov/pubmed/31031422
http://dx.doi.org/10.1002/qj.3132