activity
20122023
most citedCombining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: a case study with the Lorenz 96 model

206 citations · 429 across the 12 of their papers we have counts for

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Showing 2017Show all

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physics.ao-ph2017

Data Assimilation in the Geosciences - An overview on methods, issues and perspectives

Alberto Carrassi, Marc Bocquet, Laurent Bertino +1

We commonly refer to state-estimation theory in geosciences as data assimilation. This term encompasses the entire sequence of operations that, starting from the observations of a…