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On the Mapping of Multivariate Geophysical Fields: Sensitivities to Size, Scales, and Dynamics
Publisher: American Meteorological Society
Abstract: The effects of a priori parameters on the error subspace estimation and mapping methodology introduced by P. F. J. Lermusiaux et al. is investigated. The approach is three-dimensional, multivariate, and multiscale. The ...
Data Assimilation via Error Subspace Statistical Estimation.
Publisher: American Meteorological Society
Abstract: Identical twin experiments are utilized to assess and exemplify the capabilities of error subspace statistical estimation (ESSE). The experiments consists of nonlinear, primitive equation?based, idealized Middle Atlantic ...
Data Assimilation via Error Subspace Statistical Estimation.Part I: Theory and Schemes
Publisher: American Meteorological Society
Abstract: A rational approach is used to identify efficient schemes for data assimilation in nonlinear ocean?atmosphere models. The conditional mean, a minimum of several cost functionals, is chosen for an optimal estimate. After ...