Introduction to data assimilation 

Emulation of information dynamics for variational DAS

When you have a Data Assimilation Scheme implemented, e.g. a Variational DAS, you can simulate the time evolution of information thanks to this trick

This technics has been used to simulate the information's evolution with 4D-Var.

Dynamics of length-scale (in km) obtained thanks to the emulation of information's dynamics in 4D-Var DAS:

From the 20/01/2005 06 UTC to the 22/01/2005 06 UTC

Applied on the ocean, we obtain this kind of length-scale

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