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A New Methodology to Produce More Skillful United States Cool-Season Precipitation Forecasts
Publisher: American Meteorological Society
Abstract: The water resources of the western United States have enormous agricultural and municipal demands. At the same time, droughts like the one enveloping the West in the summer of 2021 have disrupted supply of this strained ...
Improving Probabilistic Quantitative Precipitation Forecasts Using Short Training Data through Artificial Neural Networks
Publisher: American Meteorological Society
Abstract: Conventional statistical postprocessing techniques offer limited ability to improve the skills of probabilistic guidance for heavy precipitation. This paper introduces two artificial neural network (ANN)-based, geographically ...
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