Implicit-Explicit Formulations for a 3D Nonhydrostatic Unified Model of the Atmosphere (NUMA)
Giraldo, Francis X.
MetadataShow full item record
We derive an implicit-explicit (IMEX) formalism for the three-dimensional Euler equations that allow a unified representation of various nonhydrostatic flow regimes, including cloud-resolving and mesoscale (flow in a 3D Cartesian domain) as well as global regimes (flow in spherical geometries). This general IMEX formalism admits numerous types of methods including single-stage multi-step methods (e.g., Adams methods and backward difference formulas) and multi-stage single-step methods (e.g., additive Runge-Kutta methods). The significance of this result is that it allows a numerical model to reuse the same machinery for all classes of time-integration methods described in this work. We also derive two classes of IMEX methods, 1D and 3D, and show that they achieve their expected theoretical rates of convergence regardless of the geometry (e.g., 3D box or sphere) and introduce a new second-order IMEX Runge-Kutta method that performs better than the other second order methods considered. We then compare all the IMEX methods in terms of accuracy and efficiency for two types of geophysical fluid dynamics problems: buoyant convection and inertia-gravity waves. These results show that the high-order time-integration methods yield better efficiency particularly when high levels of accuracy are desired.
Non-hydrostatic Unified Model of the Atmosphere (NUMA)Cluster Computing 2011 NUMA2D is an exact replica of NUMA3D; however, NUMA3D is a fully parallel MPI (messaging passing interface) code. NUMA3D was begun in earnest in December of 2009.
Showing items related by title, author, creator and subject.
Combining spectral and spatial information into hidden Markov models for unsupervised image classifciation Tso, B.; Olsen, R.C. (2005-05);Unsupervised classification methodology applied to remote sensing image processing can provide benefits in automatically converting the raw image data into useful information so long as higher classification accuracy is ...
Frederickson, Paul A.; Davidson, Kenneth L.; Edson, James B. (1997);Comparisons are made between surface wind stress measurements obtained by the inertial-dissipation and direct covariance methods on a stable offshore tower and by the inertial-dissipation and bulk methods on a ship. The ...
Deception detection process and accuracy: an examination of how U.S. military officers detect deception in the workplace Skidmore, Kristofer A.; Ortiz, Paul R. (Monterey, California: Naval Postgraduate School, 2014-12);Research shows that humans are, on average, only slightly better-than-chance at deception detection. Meta-analysis conducted by Charles Bond and Bella DePaulo in their work Accuracy of Deception Judgments published by ...