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An adaptive covariance inflation error correction algorithm for ensemble filters

โœ Scribed by JEFFREY L. ANDERSON


Book ID
111268838
Publisher
John Wiley and Sons
Year
2007
Tongue
English
Weight
361 KB
Volume
59
Category
Article
ISSN
0280-6495

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Simultaneous estimation of covariance in
โœ Hong Li; Eugenia Kalnay; Takemasa Miyoshi ๐Ÿ“‚ Article ๐Ÿ“… 2009 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 175 KB

## Abstract Covariance inflation plays an important role within the ensemble Kalman filter (EnKF) in preventing filter divergence and handling model errors. However the inflation factor needs to be tuned and tuning a parameter in the EnKF is expensive. Previous studies have adaptively estimated the