An estimate of the inflation factor and analysis sensitivity in the ensemble Kalman filter

The ensemble Kalman filter (EnKF) is a widely used ensemble-based assimilation method, which estimates the forecast error covariance matrix using a Monte Carlo approach that involves an ensemble of short-term forecasts. While the accuracy of the forecast error covariance matrix is crucial for ac...

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Detalhes bibliográficos
Principais autores: G. Wu, X. Zheng
Formato: Artigo
Idioma:English
Publicado em: Copernicus Publications 2017-07-01
coleção:Nonlinear Processes in Geophysics
Acesso em linha:https://www.nonlin-processes-geophys.net/24/329/2017/npg-24-329-2017.pdf