Localizing the Ensemble Kalman Particle Filter

Ensemble methods such as the Ensemble Kalman Filter (EnKF) are widely used for data assimilation in large-scale geophysical applications, as for example in numerical weather prediction. There is a growing interest for physical models with higher and higher resolution, which brings new challenges for...

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Bibliographic Details
Main Authors: Sylvain Robert, Hans R. Künsch
Format: Article
Language:English
Published: Taylor & Francis Group 2017-01-01
Series:Tellus: Series A, Dynamic Meteorology and Oceanography
Subjects:
Online Access:http://dx.doi.org/10.1080/16000870.2017.1282016