Consistent assimilation of multiple data streams in a carbon cycle data assimilation system

Data assimilation methods provide a rigorous statistical framework for constraining parametric uncertainty in land surface models (LSMs), which in turn helps to improve their predictive capability and to identify areas in which the representation of physical processes is inadequate. The increase in...

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Bibliographic Details
Main Authors: N. MacBean, P. Peylin, F. Chevallier, M. Scholze, G. Schürmann
Format: Article
Language:English
Published: Copernicus Publications 2016-10-01
Series:Geoscientific Model Development
Online Access:http://www.geosci-model-dev.net/9/3569/2016/gmd-9-3569-2016.pdf