•In a system with
instabilities with multiple time scales, methods that depend on linearization to get
the “errors of the day” such as 4D-Var and KF may not work.
•The results using breeding suggest that a
coupled Ensemble Kalman Filter
could be designed for data assimilation
using long time steps (assimilation intervals)