A novel multivariate time series prediction of crucial water quality parameters with Long Short-Term Memory (LSTM) networks
Zhenyu Gao, Jinyue Chen, Guoqiang Wang, Shilong Ren, Lei Fang, A Yinglan, Qiao Wang
Topics & Concepts
Water qualityRobustness (evolution)Computer sciencePollutionTime seriesEnvironmental scienceMultivariate statisticsWater resourcesRandom forestPredictive modellingAutoregressive integrated moving averagePrincipal component analysisStatisticsMachine learningArtificial intelligenceMathematicsEcologyChemistryBiochemistryBiologyGeneHydrological Forecasting Using AIWater Quality Monitoring TechnologiesWater Quality and Pollution Assessment