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A multi-task deep neural network reveals inflowing river impacts for predictive lake management

Han Yan Haoyang Fu Zhuo Chen An-Ran Liao Mo-Yu Shen Yi Tao Yin-Hu Wu Hong-Ying Hu

环境科学与生态技术(英文)Issue(4):1-13,13.
环境科学与生态技术(英文)Issue(4):1-13,13.DOI:10.1016/j.ese.2025.100592

A multi-task deep neural network reveals inflowing river impacts for predictive lake management

A multi-task deep neural network reveals inflowing river impacts for predictive lake management

Han Yan 1Haoyang Fu 2Zhuo Chen 3An-Ran Liao 1Mo-Yu Shen 1Yi Tao 4Yin-Hu Wu 3Hong-Ying Hu5

作者信息

  • 1. State Key Laboratory of Regional Environment and Sustainability,Key Laboratory of Microorganism Application and Risk Control(SMARC)of Ministry of Ecology and Environment,School of Environment,Tsinghua University,Beijing,100084,China
  • 2. School of Materials Science and Engineering,Nanyang Technological University,639798,Singapore
  • 3. State Key Laboratory of Regional Environment and Sustainability,Key Laboratory of Microorganism Application and Risk Control(SMARC)of Ministry of Ecology and Environment,School of Environment,Tsinghua University,Beijing,100084,China||Beijing Laboratory for Environmental Frontier Technologies,Beijing,100084,China
  • 4. Tsinghua Shenzhen International Graduate School,Tsinghua University,Shenzhen,518055,China
  • 5. State Key Laboratory of Regional Environment and Sustainability,Key Laboratory of Microorganism Application and Risk Control(SMARC)of Ministry of Ecology and Environment,School of Environment,Tsinghua University,Beijing,100084,China||Beijing Laboratory for Environmental Frontier Technologies,Beijing,100084,China||Research Institute for Environmental Innovation(Suzhou),Tsinghua University,Suzhou,215163,China
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摘要

关键词

Multi-task deep neural network/Lake/Water quality/Inflowing river/Influencing factor

Key words

Multi-task deep neural network/Lake/Water quality/Inflowing river/Influencing factor

引用本文复制引用

Han Yan,Haoyang Fu,Zhuo Chen,An-Ran Liao,Mo-Yu Shen,Yi Tao,Yin-Hu Wu,Hong-Ying Hu..A multi-task deep neural network reveals inflowing river impacts for predictive lake management[J].环境科学与生态技术(英文),2025,(4):1-13,13.

基金项目

This work was supported by the National Natural Science Foundation of China(No.52293442,52221004,52470043). (No.52293442,52221004,52470043)

环境科学与生态技术(英文)

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