Multivariate localization methods for ensemble Kalman filtering

In ensemble Kalman filtering (EnKF), the small number of ensemble members that is feasible to use in a practical data assimilation application leads to sampling variability of the estimates of the background error covariances. The standard approach to reducing the effects of this sampling variabilit...

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Bibliographic Details
Main Authors: S. Roh, M. Jun, I. Szunyogh, M. G. Genton
Format: Article
Language:English
Published: Copernicus Publications 2015-12-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/22/723/2015/npg-22-723-2015.pdf