人工智能在水资源管理中的应用研究

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中图分类号：TP18;TV21 文献标志码：A doi：10.3969/j.issn.1000-1379.2025.09.013引用格式：，，.人工智能在水资源管理中的应用研究[J].人民黄河，2025，47（9）：90-96，102.

Research on the Application of Artificial Intelligence in Water Resources Management

WANG Jun，LYU Pengxiang，LI Yihao

（Institute of Big Data Science，Zhengzhou University of Aeronautics， Zhengzhou 45OO46，China）

Abstract：ThealcatioftifalItellge（A）inwaterresosmaagents toolelexisussuchsaity waterenviotaldeoicaldiIsoislatapsinaogd tiveanalysisapabliofifalItellgetlitellgtsutiofowateouaagmentseld thecuentdevelopntstatus，keyholgiesndpacticalaplicationfctsofecholgiefeldofwatersousdeploreditsaplicationpotentialinthtecofeldsofhdrolgicalpreictioadaalysis，aterqalityitingadsssnt，d wateresourcesmanagementandptiaioasedoncomprehesiversearch，teainalgortsandtpicalapplicatiosofAater resourcesmanagementwereanalyzed，suchastheapplicationof modelslikeLong Short-Term Memory（LSTM），GatedRecurrentUnit （GRU）and Transfoerinhdrolgicalprediction，teaplicationofConvoutioalNeuralNetwork（CN）inwaterqualityotoigad theaplicationfalgoritslikeDDGandDQNinservoiregulatioepracticalapcatiosof tecologyinseariossuhasaterevelpretioflofecas，soofatelraeesditellgetgatiosdfuureeet directionofAaplicationinthefeldofwaterresoucesmanagementasprospected，mhasiingtheeedtoancetheintegatioof physicalechanismsanddata-drivenmethods，improvemodel ransparency，andprovidetechnicalsupportforbuildingasmartwatee sources management system.

Key words： artificial inteligence；water resources management;hydrological prediction；water quality monitoring

0 引言

当前，全球面临水资源短缺、水环境污染、水生态退化以及水安全风险等严峻挑战[1]。（剩余15850字）