Data assimilation using an ensemble of models: a hierarchical approach

<p>One characteristic of biogeochemical models is uncertainty about their formulation. Data assimilation should take this uncertainty into account. A common approach is to use an ensemble of models. We must assign probabilities not only to the parameters of the models but also to the models...

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Bibliographic Details
Main Author: P. Rayner
Format: Article
Language:English
Published: Copernicus Publications 2020-03-01
Series:Atmospheric Chemistry and Physics
Online Access:https://www.atmos-chem-phys.net/20/3725/2020/acp-20-3725-2020.pdf