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Data assimilation and Inverse Modelling may serve various purposes by use of manifold techniques. A reasonable definition reads as follows: extracts the signal from noisy observations (filtering)interpolates in space and time (interpolation) and reconstructs state variables that are not sampled by the observation network (completeness).
