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An Idealized Study of Coupled Atmosphere–Ocean 4D-Var in the Presence of Model Error
Publisher: American Meteorological Society
Abstract: tmosphere-only and ocean-only variational data assimilation (DA) schemes are able to use window lengths that are optimal for the error growth rate, nonlinearity, and observation density of the respective systems. Typical ...
Nonlinear Bias Correction for Satellite Data Assimilation Using Taylor Series Polynomials
Publisher: American Meteorological Society
Abstract: AbstractOutput from a high-resolution ensemble data assimilation system is used to assess the ability of an innovative nonlinear bias correction (BC) method that uses a Taylor series polynomial expansion of the ...
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