Ensemble Kalman filtering with residual nudging

Covariance inflation and localisation are two important techniques that are used to improve the performance of the ensemble Kalman filter (EnKF) by (in effect) adjusting the sample covariances of the estimates in the state space. In this work, an additional auxiliary technique, called residual nudgi...

Full description

Bibliographic Details
Main Authors: Xiaodong Luo, Ibrahim Hoteit
Format: Article
Language:English
Published: Taylor & Francis Group 2012-10-01
Series:Tellus: Series A, Dynamic Meteorology and Oceanography
Subjects:
Online Access:http://www.tellusa.net/index.php/tellusa/article/view/17130/pdf_1