Using canonical correlation analysis to produce dynamically based and highly efficient statistical observation operators

<p>Observation operators (OOs) are a central component of any data assimilation system. As they project the state variables of a numerical model into the space of the observations, they also provide an ideal opportunity to correct for effects that are not described or are insufficiently descri...

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Bibliographic Details
Main Authors: E. Jansen, S. Pimentel, W.-H. Tse, D. Denaxa, G. Korres, I. Mirouze, A. Storto
Format: Article
Language:English
Published: Copernicus Publications 2019-08-01
Series:Ocean Science
Online Access:https://www.ocean-sci.net/15/1023/2019/os-15-1023-2019.pdf