Fundamentals of data assimilation applied to biogeochemistry

<p>This article lays out the fundamentals of data assimilation as used in biogeochemistry. It demonstrates that all of the methods in widespread use within the field are special cases of the underlying Bayesian formalism. Methods differ in the assumptions they make and information they provide...

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Bibliographic Details
Main Authors: P. J. Rayner, A. M. Michalak, F. Chevallier
Format: Article
Language:English
Published: Copernicus Publications 2019-11-01
Series:Atmospheric Chemistry and Physics
Online Access:https://www.atmos-chem-phys.net/19/13911/2019/acp-19-13911-2019.pdf