Impacts of Assimilation Frequency on Ensemble Kalman Filter Data Assimilation and Imbalances

Abstract The ensemble Kalman filter (EnKF) has been widely used in atmosphere, ocean, and land applications. The observing network has been significantly developed, and thus, observations with highly dense temporal resolutions have become available. To better extract information from dense temporal...

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Bibliographic Details

Published in:	Journal of Advances in Modeling Earth Systems
Main Authors:	Huan He, Lili Lei, Jeffrey S. Whitaker, Zhe‐Min Tan
Format:	Article
Language:	English
Published:	American Geophysical Union (AGU) 2020-10-01
Subjects:	assimilation frequency assimilation imbalance ensemble Kalman filter incremental analysis update
Online Access:	https://doi.org/10.1029/2020MS002187