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Measuring the Ensemble Spread–Error Relationship with a Probabilistic Approach: Stochastic Ensemble Results
Publisher: American Meteorological Society
Abstract: One widely accepted measure of the utility of ensemble prediction systems is the relationship between ensemble spread and deterministic forecast accuracy. Unfortunately, this relationship is often characterized by spread?error ...
Initial Results of a Mesoscale Short-Range Ensemble Forecasting System over the Pacific Northwest
Publisher: American Meteorological Society
Abstract: Motivated by the promising results of global-scale ensemble forecasting, a number of groups have attempted mesoscale, short-range ensemble forecasting (SREF), focusing mainly over the eastern half of the United States. To ...
Bias Correction and Bayesian Model Averaging for Ensemble Forecasts of Surface Wind Direction
Publisher: American Meteorological Society
Abstract: Wind direction is an angular variable, as opposed to weather quantities such as temperature, quantitative precipitation, or wind speed, which are linear variables. Consequently, traditional model output statistics and ...
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