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Suboptimal Schemes for Retrospective Data Assimilation Based on the Fixed-Lag Kalman Smoother
Publisher: American Meteorological Society
Abstract: The fixed-lag Kalman smoother was proposed recently by S. E. Cohn et al. as a framework for providing retrospective data assimilation capability in atmospheric reanalysis projects. Retrospective data assimilation refers ...
The Use of Spline Interpolation in Semi-Lagrangian Transport Models
Publisher: American Meteorological Society
Abstract: The accuracy of interpolating semi-Lagrangian (SL) discretization methods depends on the choice of the interpolating function. Results from barotropic transport simulations on the sphere are presented, using either bicubic ...
A Fully Implicit Scheme for the Barotropic Primitive Equations
Publisher: American Meteorological Society
Abstract: An efficient implicit finite-difference method is developed and tested for a global barotropic model. The scheme requires at each time step the solution of only one-dimensional block-tridiagonal linear systems. This ...
Parallel Implementation of a Kalman Filter for Constituent Data Assimilation
Publisher: American Meteorological Society
Abstract: A Kalman filter for the assimilation of long-lived atmospheric chemical constituents was developed for two-dimensional transport models on isentropic surfaces over the globe. Since the Kalman filter calculates the error ...