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Improved Model Output Statistics Forecasts through Model Consensus
Publisher: American Meteorological Society
Abstract: Consensus forecasts are computed by averaging model output statistics (MOS) forecasts based on the limited-area fine-mesh (LFM) model and the nested grid model (NGM) for the three-year period 1990?92. The test consists of ...
Enhanced Depiction of Surface Weather Features
Publisher: American Meteorological Society
Abstract: Examples of current surface-analysis problems and opportunities are presented. A prototype analysis procedure that simulates some of the new automated analysis capabilities at the National Centers for Environmental Prediction ...
Generalized Additive Models versus Linear Regression in Generating Probabilistic MOS Forecasts of Aviation Weather Parameters
Publisher: American Meteorological Society
Abstract: The skill of probabilistic Model Output Statistics forecasts generated from Generalized Additive Models (GAM) is compared to that of traditional multiple linear regression techniques. Unlike linear regression, where each ...
The Use of Perfect Prog Forecasts to Improve Model Output Statistics Forecasts of Precipitation Probability
Publisher: American Meteorological Society
Abstract: A method of improving the accuracy of model output statistics (MOS) probability of precipitation (POP) forecasts was investigated. The method uses a perfect prog (PP) forecast as a potential predictor in a MOS equation. ...
An Automated, Observations-Based System for Short-Term Prediction of Ceiling and Visibility
Publisher: American Meteorological Society
Abstract: Several methods of generating very short term (0?6 h) probabilistic forecasts of ceiling and visibility are investigated: 1) an observations-based (OBS-based) system in which potential predictors consist of weather ...
Performance of an Advanced MOS System in the 1996–97 National Collegiate Weather Forecasting Contest
Publisher: American Meteorological Society
Abstract: A prototype advanced model output statistics (MOS) forecast system that was entered in the 1996?97 National Collegiate Weather Forecast Contest is described and its performance compared to that of widely available objective ...
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