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Parameter estimation in an atmospheric GCM using the Ensemble Kalman Filter

Description : We demonstrate the application of an efficient multivariate probabilistic parameter estimation method to a spectral primitive equation atmospheric GCM. The method, which is based on the Ensemble Kalman Filter, is effective at tuning the surface air temperature climatology of the model to both identi...
Language(s) : English
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Publisher(s) : Copernicus GmbH (Copernicus Publications) on behalf of the European Geosciences Union (EGU) and the American Geophysical Union (AGU)
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Publication Date(s) : 2007-12-05