Long-term probabilistic streamflow forecast model with “inputs–structure–parameters” hierarchical optimization framework
Ran Mo, Bin Xu, Ping‐an Zhong, Yuanheng Dong, Han Wang, Hao Yue, Jian Zhu, Huili Wang, Guoqing Wang, Jianyun Zhang
Topics & Concepts
StreamflowProbabilistic logicForecast verificationConsensus forecastProbabilistic forecastingComputer scienceAutoregressive conditional heteroskedasticityForecast skillAutoregressive modelReliability (semiconductor)Stability (learning theory)EconometricsHeteroscedasticityQuantitative precipitation forecastVolatility (finance)StatisticsMathematicsMeteorologyMachine learningArtificial intelligencePrecipitationQuantum mechanicsDrainage basinPower (physics)GeographyPhysicsCartographyHydrological Forecasting Using AIHydrology and Watershed Management StudiesWater resources management and optimization