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Implementation of A Posteriori Methods for Enforcing Conservation of Potential Enstrophy and Mass in Discretized Shallow-Water Equations Models
Publisher: American Meteorological Society
Abstract: A Sasaki variational approach is for the first time applied to enforce a posteriori conservation of potential enstrophy and total mass in long-term integrations of two ADI finite-difference approximations of the nonlinear ...
Impact of Parameter Estimation on the Performance of the FSU Global Spectral Model Using Its Full-Physics Adjoint
Publisher: American Meteorological Society
Abstract: The full-physics adjoint of the Florida State University Global Spectral Model at resolution T42L12 is applied to carry out parameter estimation using an initialized analysis dataset. The three parameters, that is, the ...
The Conjugate-Gradient Variational Analysis and Initialization Method: An Application to MONEX SOP 2 Data
Publisher: American Meteorological Society
Abstract: A conjugate-gradient variational blending technique, based on the method of direct minimization, has been developed and applied to the problem of initialization in a limited-area model in the summer monsoon region. The aim ...
Study of Block Onset Using Sensitivity Perturbations in Climatological Flows
Publisher: American Meteorological Society
Abstract: This work describes the dynamics of adjoint sensitivity perturbations that excite block onsets over the Pacific and Atlantic Oceans. Appropriate functions are derived for the blocking indices for these two regions and the ...
Performance of 4D-Var with Different Strategies for the Use of Adjoint Physics with the FSU Global Spectral Model
Publisher: American Meteorological Society
Abstract: A set of four-dimensional variational data assimilation (4D-Var) experiments were conducted using both a standard method and an incremental method in an identical twin framework. The full physics adjoint model of the Florida ...
A Dual-Weighted Approach to Order Reduction in 4DVAR Data Assimilation
Publisher: American Meteorological Society
Abstract: Strategies to achieve order reduction in four-dimensional variational data assimilation (4DVAR) search for an optimal low-rank state subspace for the analysis update. A common feature of the reduction methods proposed in ...
An Implicit Compact Fourth-Order Algorithm for Solving the Shallow-Water Equations in Conservation-Law Form
Publisher: American Meteorological Society
Abstract: An alternating-direction implicit finite-difference scheme is developed for solving the nonlinear shallow-water equations in conservation-law form. The algorithm is second-order time accurate, while fourth-order compact ...
A Comparison of the Bounded Derivative and the Normal-Mode Initialization Methods Using Real Data
Publisher: American Meteorological Society
Abstract: Application of the bounded-derivative and normal-mode methods to a simple linear barotropic model at a typical middle latitude shows that the two methods lead to identical constraints up to a certain degree of approximation. ...
Conjugate-Gradient Methods for Large-Scale Minimization in Meteorology
Publisher: American Meteorological Society
Abstract: During the last few years new meteorological variational analysis methods have evolved, requiring large-scale minimization of a nonlinear objective function described in terms of discrete variables. The conjugate-gradient ...
The Application of the Turkel–Zwas Explicit Large Time-Step Scheme to a Hemispheric Barotropic Model with Constraint Restoration
Publisher: American Meteorological Society
Abstract: The Turkel?Zwas (T?Z) explicit large time-step scheme addresses the issue of fast and slow time scales in shallow-water equations by treating terms associated with fast waves on a coarser grid but to a higher accuracy than ...