Forest-Based and Semiparametric Methods for the Postprocessing of Rainfall Ensemble Forecasting
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DOI: 10.1175/waf-d-18-0149.1
Abstract: To satisfy a wide range of end users, rainfall ensemble forecasts have to be skillful for both low precipitation and extreme events. We introduce local statistical postprocessing methods based on quantile regression forests and gradient… read more here.
Keywords: rainfall ensemble; based semiparametric; semiparametric methods; forecasting forest ... See more keywords