Geometric Analysis of Conditional Bias-Informed Kalman Filters

This paper presents a comparative geometric analysis of the conditional bias (CB)-informed Kalman filter (KF) with the Kalman filter (KF) in the Euclidean space. The CB-informed KFs considered include the CB-penalized KF (CBPKF) and its ensemble extension, the CB-penalized Ensemble KF (CBEnKF). The...

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Bibliographic Details
Main Authors: Haksu Lee, Haojing Shen, Dong-Jun Seo
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Hydrology
Subjects:
Online Access:https://www.mdpi.com/2306-5338/9/5/84