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The impact of ensemble filter definition on the assimilation of temperature profiles in the tropical Pacific
(Royal Meteorological Society, 2005-10)
The traditional analysis scheme in the Ensemble Kalman Filter (EnKF) uses a stochastic perturbation or randomization of the measurements which ensures a correct variance in the updated ensemble. An alternative so called ...