Implications and impacts of transforming lognormal variables into normal variables in VAR

In this paper we compare two different approaches to deal with lognormal variables/observations, and hence their errors, in a 3-dimensional variational data assimilation framework. The first approach uses a transform to make the lognormal random variable into a normal random variable and hence we ca...

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Bibliographic Details
Main Author: Steven J. Fletcher
Format: Article
Language:English
Published: Borntraeger 2007-12-01
Series:Meteorologische Zeitschrift
Online Access:http://dx.doi.org/10.1127/0941-2948/2007/0243