Adaptive Localization for Tropical Cyclones With Satellite Radiances in an Ensemble Kalman Filter

One important aspect of successfully implementing an ensemble Kalman filter (EnKF) in a high dimensional geophysical application is covariance localization. But for satellite radiances whose vertical locations are not well defined, covariance localization is not straightforward. The global group fil...

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Bibliographic Details
Main Authors: Chen Wang, Lili Lei, Zhe-Min Tan, Kekuan Chu
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-02-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/feart.2020.00039/full