Using CNN framework to improve multi-GCM ensemble predictions of monthly precipitation at local areas: An application over China and comparison with other methods
Lei Sun, Yufeng Lan, Rongsheng Jiang
Topics & Concepts
Support vector machineRandom forestQuantileGCM transcription factorsPrecipitationConvolutional neural networkComputer scienceCommon spatial patternRegressionSpatial ecologyEnvironmental scienceMetric (unit)ClimatologyEnsemble learningClimate changeStatisticsMeteorologyArtificial intelligenceMathematicsGeneral Circulation ModelGeographyEconomicsEcologyOperations managementGeologyBiologyClimate variability and modelsPrecipitation Measurement and AnalysisMeteorological Phenomena and Simulations