Development of a Convection‐Permitting Air‐Sea‐Coupled Ensemble Data Assimilation System for Tropical Cyclone Prediction

Abstract A regional‐scale fully coupled data assimilation (DA) system based on the ensemble Kalman filter is developed for a high‐resolution coupled atmosphere‐ocean model. Through the flow‐dependent covariance both within and across the oceanic and atmospheric domains, the fully coupled DA system i...

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Bibliographic Details
Main Authors: Xingchao Chen, Fuqing Zhang
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2019-11-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
Online Access:https://doi.org/10.1029/2019MS001795