Lake eutrophication prediction based on improved MIMO-DD-3Q Learning

Li Wang; Chaoran Ning; Xiaoyi Wang; Jiping Xu; Zhiyao Zhao; Jiabin Yu; Huiyan Zhang; Qian Sun; Yuting Bai; Xuebo Jin; Qianhui Tang

doi:10.1371/journal.pone.0294278

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Open Access

Peer-reviewed

Research Article

Lake eutrophication prediction based on improved MIMO-DD-3Q Learning

Li Wang,

Roles Supervision

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯
Chaoran Ning,

Roles Writing – original draft

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯
Xiaoyi Wang ,

Roles Supervision

* E-mail: 2424163121@qq.com (XW); 1635784437@qq.com (JX)

Affiliation Beijing Institute of Fashion Technology, Beijing, China
⨯
Jiping Xu ,

Roles Supervision

* E-mail: 2424163121@qq.com (XW); 1635784437@qq.com (JX)

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China

https://orcid.org/0009-0000-6930-5783

⨯
Zhiyao Zhao,

Roles Resources

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯
Jiabin Yu,

Roles Supervision

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯
Huiyan Zhang,

Roles Investigation

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯
Qian Sun,

Roles Supervision

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯
Yuting Bai,

Roles Supervision

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯
Xuebo Jin,

Roles Supervision

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯
Qianhui Tang

Roles Validation

Affiliation Beijing Laboratory for Intelligent Environmental Protection, School of Artificial Intelligence, Beijing Technology and Business University, Beijing, China
⨯

Lake eutrophication prediction based on improved MIMO-DD-3Q Learning

Li Wang,
Chaoran Ning,
Xiaoyi Wang,
Jiping Xu,
Zhiyao Zhao,
Jiabin Yu,
Huiyan Zhang,
Qian Sun,
Yuting Bai,
Xuebo Jin

Published: November 14, 2023
https://doi.org/10.1371/journal.pone.0294278

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Eutrophication
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Forecasting
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Lakes
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Learning curves
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Water quality
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Fluorides
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Learning
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Surface water
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