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Sampling Errors in Ensemble Kalman Filtering. Part I: Theory
Publisher: American Meteorological Society
Abstract: This paper discusses the quality of the analysis given by the ensemble Kalman filter in a perfect model context when ensemble sizes are limited. The overall goal is to improve the theoretical understanding of the problem ...
Sampling Errors in Ensemble Kalman Filtering. Part II: Application to a Barotropic Model
Publisher: American Meteorological Society
Abstract: In the current study, the authors are concerned with the comparison of the average performance of stochastic versions of the ensemble Kalman filter with and without covariance inflation, as well as the double ensemble ...
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