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Ensemble Kalman Filtering with One-Step-Ahead Smoothing

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AbstractThe ensemble Kalman filter (EnKF) is widely used for sequential data assimilation. It operates as a succession of forecast and analysis steps. In realistic large-scale applications, EnKFs a... Click to show full abstract

AbstractThe ensemble Kalman filter (EnKF) is widely used for sequential data assimilation. It operates as a succession of forecast and analysis steps. In realistic large-scale applications, EnKFs a...

Keywords: kalman filtering; kalman; filtering one; ensemble kalman; one step; step ahead

Journal Title: Monthly Weather Review
Year Published: 2018

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