Tentative conclusions about data
assimilation in coupled systems with
multiple time scales
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