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