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data assimilation for the geosciences from theory tion methods differ from ensemble methods in the context of geosciences? Variational methods (e.g., 3D-Var, 4D-Var) optimize a cost function to find the best state estimate by adjusting model variables over a time window, whereas ensemble methods (e.g., EnKF) use multi W Wanda Hoeger Apr 26, 2026
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