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Atmosphere and Ocean Modeling on Grids of Variable Resolution—A 2D Case Study
Publisher: American Meteorological Society
Abstract: rids of variable resolution are of great interest in atmosphere and ocean modeling as they offer a route to higher local resolution and improved solutions. On the other hand there are changes in grid resolution considered ...
Benchmark Tests for Numerical Weather Forecasts on Inexact Hardware
Publisher: American Meteorological Society
Abstract: reduction of computational cost would allow higher resolution in numerical weather predictions within the same budget for computation. This paper investigates two approaches that promise significant savings in computational ...
New Methods for Data Storage of Model Output from Ensemble Simulations
Publisher: American Meteorological Society
Abstract: Data storage and data processing generate significant cost for weather and climate modeling centers. The volume of data that needs to be stored and data that are disseminated to end users increases with increasing model ...
Improving Weather Forecast Skill through Reduced-Precision Data Assimilation
Publisher: American Meteorological Society
Abstract: AbstractA new approach for improving the accuracy of data assimilation, by trading numerical precision for ensemble size, is introduced. Data assimilation is inherently uncertain because of the use of noisy observations ...
Scale-Selective Precision for Weather and Climate Forecasting
Publisher: American Meteorological Society
Abstract: Attempts to include the vast range of length scales and physical processes at play in Earth?s atmosphere push weather and climate forecasters to build and more efficiently utilize some of the most powerful computers in the ...
Statistical Modeling of 2-m Temperature and 10-m Wind Speed Forecast Errors
Publisher: American Meteorological Society
Single Precision in Weather Forecasting Models: An Evaluation with the IFS
Publisher: American Meteorological Society
Abstract: arth?s climate is a nonlinear dynamical system with scale-dependent Lyapunov exponents. As such, an important theoretical question for modeling weather and climate is how much real information is carried in a model?s ...
Statistical Modeling of 2-m Temperature and 10-m Wind Speed Forecast Errors
Publisher: American Meteorological Society