Diagnostics on the cost-function in variational assimilations for meteorological models

Several consistency diagnostics have been proposed to evaluate variational assimilation schemes. The "Bennett-Talagrand" criterion in particular shows that the cost-function at the minimum should be close to half the number of assimilated observations when statistics are correctly specifie...

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Bibliographic Details
Main Author: Y. Michel
Format: Article
Language:English
Published: Copernicus Publications 2014-02-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/21/187/2014/npg-21-187-2014.pdf