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Automatic Clouds Observation Improved by an Artificial Neural Network
Publisher: American Meteorological Society
Abstract: This paper refers to a project aimed at building a device able to generate fully automatic meteorological weather reports (METAR) during the night at Swiss airports. Such reports include the description of sky conditions, ...
Analysis of the Spread–Skill Relations Using the ECMWF Ensemble Prediction System over Europe
Publisher: American Meteorological Society
Abstract: The Ensemble Prediction System (EPS) of the European Centre for Medium-Range Weather Forecasts (ECMWF) was used to analyze various aspects of the ensemble-spread forecast-skill relation. It was shown that synoptic-scale ...
Neural Network Classifiers for Local Wind Prediction
Publisher: American Meteorological Society
Abstract: This paper evaluates the quality of neural network classifiers for wind speed and wind gust prediction with prediction lead times between +1 and +24 h. The predictions were realized based on local time series and model ...
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