A Matrix-Free Posterior Ensemble Kalman Filter Implementation Based on a Modified Cholesky Decomposition

In this paper, a matrix-free posterior ensemble Kalman filter implementation based on a modified Cholesky decomposition is proposed. The method works as follows: the precision matrix of the background error distribution is estimated based on a modified Cholesky decomposition. The resulting estimator...

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Bibliographic Details
Main Author: Elias D. Nino-Ruiz
Format: Article
Language:English
Published: MDPI AG 2017-07-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/8/7/125