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Variance-Based Sensitivity Analysis: Preliminary Results in COAMPS
Publisher: American Meteorological Society
Abstract: umerical weather prediction models have a number of parameters whose values are either estimated from empirical data or theoretical calculations. These values are usually then optimized according to some criterion (e.g., ...
Three Spatial Verification Techniques: Cluster Analysis, Variogram, and Optical Flow
Publisher: American Meteorological Society
Abstract: Three spatial verification techniques are applied to three datasets. The datasets consist of a mixture of real and artificial forecasts, and corresponding observations, designed to aid in better understanding the effects ...
Sensitivity Analysis of the Spatial Structure of Forecasts in Mesoscale Models: Continuous Model Parameters
Publisher: American Meteorological Society
Abstract: AbstractA methodology is proposed for examining the effect of model parameters (assumed to be continuous) on the spatial structure of forecasts. The methodology involves several statistical methods of sampling and inference ...
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