An Ensemble Kalman-Particle Predictor-Corrector Filter for Non-Gaussian Data Assimilation

Jan Mandel, Jonathan D. Beezley

An Ensemble Kalman Filter (EnKF, the predictor) is used make a large change in the state, followed by a Particle Filer (PF, the corrector) which assigns importance weights to descr…