Non-crossing Quantile Regression Neural Network as a Calibration Tool for Ensemble Weather Forecasts
Mengmeng Song, Dazhi Yang, Sebastian Lerch, Xiangao Xia, Gokhan Mert Yagli, Jamie M. Bright, Yanbo Shen, Bai Liu, Xingli Liu, Martin János Mayer
Topics & Concepts
QuantileQuantile regressionEnsemble forecastingComputer scienceCalibrationArtificial neural networkRange (aeronautics)MeteorologyEconometricsArtificial intelligenceStatisticsMathematicsMachine learningGeographyMaterials scienceComposite materialMeteorological Phenomena and SimulationsClimate variability and modelsSolar Radiation and Photovoltaics