Statistical Tapers for Correlation-Based Localization in Ensemble Data Assimilation

Alexandre A. Emerick, Vinicius Luiz Santos Silva

Localization is essential in ensemble-based data assimilation because finite ensembles produce noisy covariance estimates, causing spurious updates and excessive loss of ensemble v…