2012•Journal of Advances in Modeling Earth SystemsOpen access

Parameter estimation using data assimilation in an atmospheric general circulation model: From a perfect toward the real world

Sebastian Schirber, Daniel Klocke, Robert Pincus, Johannes Quaas, J. G. Anderson

Abstract

Key Points Objective parameter estimation using Ensemble Kalman Filter techniques Cumulus‐convection scheme of an atmospheric general circulation model Applying numerical weather prediction techniques to a climate model

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Key concepts: Data assimilation, General Circulation Model, Kalman filter, Ensemble Kalman filter, Meteorology, Climate model, Atmospheric model, Atmospheric circulation