Obstacles and benefits of the implementation of a reduced-rank smoother with a high resolution model of the tropical Atlantic Ocean

Most of oceanographic operational centers use three-dimensional data assimilation schemes to produce reanalyses. We investigate here the benefits of a smoother, i.e. a four-dimensional formulation of statistical assimilation. A square-root sequential smoother is implemented with a tropical Atlantic...

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Bibliographic Details
Main Authors: N. Freychet, E. Cosme, P. Brasseur, J.-M. Brankart, E. Kpemlie
Format: Article
Language:English
Published: Copernicus Publications 2012-09-01
Series:Ocean Science
Online Access:http://www.ocean-sci.net/8/797/2012/os-8-797-2012.pdf