River water quality forecasting: a novel LSTM-Transformer approach enhanced by multi-source data
Juan Huan, Chen Zhang, Xiangen Xu, Yanmin Qian, Hao Zhang, Yixiong Fan, Qucheng Hu, Yuanpeng Mao, Xing Zhao
Topics & Concepts
Water qualityTransformerEnvironmental scienceComputer scienceData sourceData miningWater resource managementArtificial intelligenceEngineeringVoltageEcologyElectrical engineeringBiologyHydrological Forecasting Using AIWater Quality Monitoring TechnologiesWater Quality Monitoring and Analysis