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Computational Dispersion Properties of 3D Staggered Grids for a Nonhydrostatic Anelastic System
Publisher: American Meteorological Society
Abstract: Computational dispersion properties of centered-difference schemes, in terms of frequency and group velocity components, are examined for an anelastic system using a variety of candidates for practically meaningful staggered ...
Computational Dispersion Properties of Vertically Staggered Grids for Atmospheric Models
Publisher: American Meteorological Society
Abstract: The computational dispersion properties of vertically and time-vertically staggered grids, using corresponding centered-difference schemes for approximation of a linear baroclinic primitive equation system, are analyzed ...
Diabatic Dynamic Initialization with an Iterative Time Integration Scheme as a Filter
Publisher: American Meteorological Society
Abstract: A new diabatic dynamic initialization technique using an iterative time filter has been developed for an intermittent global data assimilation system. The diabatic dynamic initialization procedure has been implemented ...
Computational Dispersion Properties of Horizontal Staggered Grids for Atmospheric and Ocean Models
Publisher: American Meteorological Society
Abstract: The computational dispersion properties of horizontally and time-horizontally staggered grids using corresponding centered-difference schemes for approximation of the Adjustment, or gravity wave equation, are analyzed in ...
Diabatic Dynamic Initialization
Publisher: American Meteorological Society
Abstract: A generalized dynamical adjustment procedure has been applied to a diabatic model to produce balanced initial conditions. Namely, backward adiabatic model integration is followed by forward diabatic model integration, with ...
Multiscale Diagnosis of the North American Monsoon System Using a Variable-Resolution GCM
Publisher: American Meteorological Society
Abstract: The onset and evolution of the North American monsoon system during the summer of 1993 were examined from regional to large scales using the National Aeronautics and Space Administration (NASA) Goddard Earth Observing ...
Numerical Experiments on Consistent Horizontal and Vertical Resolution for Atmospheric Models and Observing Systems
Publisher: American Meteorological Society
Abstract: Simple numerical experiments are performed in order to determine the effects of inconsistent combinations of horizontal and vertical resolution in both atmospheric models and observing systems. In both cases, we find that ...
Reply
Publisher: American Meteorological Society
Abstract: This reply is aimed at clarifying and further discussing the methodological aspects of this neural network application for a better understanding of the technique by the journal readership. The similarities and differences ...
New Approach to Calculation of Atmospheric Model Physics: Accurate and Fast Neural Network Emulation of Longwave Radiation in a Climate Model
Publisher: American Meteorological Society
Abstract: A new approach based on a synergetic combination of statistical/machine learning and deterministic modeling within atmospheric models is presented. The approach uses neural networks as a statistical or machine learning ...
Decadal Climate Simulations Using Accurate and Fast Neural Network Emulation of Full, Longwave and Shortwave, Radiation
Publisher: American Meteorological Society
Abstract: An approach to calculating model physics using neural network emulations, previously proposed and developed by the authors, has been implemented in this study for both longwave and shortwave radiation parameterizations, ...