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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 ...
North American Climate in CMIP5 Experiments. Part I: Evaluation of Historical Simulations of Continental and Regional Climatology
Publisher: American Meteorological Society
Abstract: his is the first part of a three-part paper on North American climate in phase 5 of the Coupled Model Intercomparison Project (CMIP5) that evaluates the historical simulations of continental and regional climatology with ...
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