Observation thinning in data assimilation computations

We propose to use an observation-thinning method for the efficient numerical solution of large-scale incremental four- dimensional (4D-Var) data assimilation problems. This decomposition is based on exploiting an adaptive hierarchy of the observations. Starting with a low-cardinality set and the sol...

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Bibliographic Details
Main Authors: Serge Gratton, Monserrat Rincon-Camacho, Ehouarn Simon, Philippe L. Toint
Format: article
Language:EN
Published: Elsevier 2015
Subjects:
Online Access:https://doaj.org/article/62a298c003384283901627d22f1dae46
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