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Assimilation of Stratospheric Chemical Tracer Observations Using a Kalman Filter. Part II: χ2-Validated Results and Analysis of Variance and Correlation Dynamics
Publisher: American Meteorological Society
Abstract: A Kalman filter system designed for the assimilation of limb-sounding observations of stratospheric chemical tracers, which has four tunable covariance parameters, was developed in Part I of this two-part paper. The ...
Development of a Four-Dimensional Variational Analysis System Using the Adjoint Method at GLA. Part 1: Dynamics
Publisher: American Meteorological Society
Abstract: Recent developments in the field of data assimilation have Pointed to variational analysis (essentially least- squares fitting, of a model solution to observed data) using the adjoint method as a new direction that holds ...
Assimilation of Stratospheric Chemical Tracer Observations Using a Kalman Filter. Part I: Formulation
Publisher: American Meteorological Society
Abstract: The first part of this two-part article describes the formulation of a Kalman filter system for assimilating limb-sounding observations of stratospheric chemical constituents into a tracer transport model. The system is ...