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The Role of Time Step Size in Numerical Stability of Tangent Linear Models
Publisher: American Meteorological Society
Abstract: It is found that some stable time-integration schemes for some nonlinear models do not guarantee stable integrations of the associated tangent linear models with the same time step size. These problems usually occur when ...
Development of a Four-Dimensional Variational Assimilation System for Coastal Data Assimilation around Japan
Publisher: American Meteorological Society
Abstract: he authors have developed an assimilation system toward coastal data assimilation around Japan, which consists of a four-dimensional variational (4DVAR) assimilation scheme with an eddy-resolving model in the western North ...
Coupled Climate Simulation by Constraining Ocean Fields in a Coupled Model with Ocean Data
Publisher: American Meteorological Society
Abstract: The authors developed a system for simulating climate variation by constraining the ocean component of a coupled atmosphere?ocean general circulation model (CGCM) through ocean data assimilation and conducted a climate ...
A Framework for Interpreting Regularized State Estimation
Publisher: American Meteorological Society
Abstract: our-dimensional variational data assimilation (4D-Var) on a seasonal-to-interdecadal time scale under the existence of unstable modes can be viewed as an optimization problem of synchronized, coupled chaotic systems. The ...