Improving precipitation nowcasting using a three-dimensional convolutional neural network model from Multi Parameter Phased Array Weather Radar observations
Dongkyun Kim, Taku Suezawa, Tomoaki Mega, Hiroshi Kikuchi, Eiichi Yoshikawa, Philippe Baron, Tomoo Ushio
Topics & Concepts
NowcastingEnvironmental scienceMeteorologyPrecipitationRadarAdvectionStormClimatologyConvective storm detectionLead timeForecast skillExtrapolationWeather radarQuantitative precipitation forecastAtmospheric sciencesStatisticsComputer scienceGeographyMathematicsGeologyThermodynamicsMarketingBusinessTelecommunicationsPhysicsMeteorological Phenomena and SimulationsPrecipitation Measurement and AnalysisFlood Risk Assessment and Management