首页|期刊导航|水科学与水工程|Advances in coupling machine learning with hydrological simulation:A review

Advances in coupling machine learning with hydrological simulation:A review

Yu-fei Yan Han-xiao Liu Shu Xu Qiong-lin Wang Yu-hui Yang Qing-qing Chen Chen-yang Wang Tian-ling Qin

水科学与水工程2026，Vol.19Issue(1)：1-10,10.

水科学与水工程2026，Vol.19Issue(1)：1-10,10.DOI:10.1016/j.wse.2026.01.002

Advances in coupling machine learning with hydrological simulation:A review

Yu-fei Yan ¹Han-xiao Liu ²Shu Xu ³Qiong-lin Wang ⁴Yu-hui Yang ⁵Qing-qing Chen ⁶Chen-yang Wang ⁶Tian-ling Qin⁵

作者信息

1. College of Resource Environment and Tourism,Capital Normal University,Beijing 100048,China||State Key Laboratory of Water Cycle and Water Security,China Institute of Water Resources and Hydropower Research,Beijing 100038,China
2. School of Water Conservancy and Transportation,Zhengzhou University,Zhengzhou 450000,China
3. Henan Key Laboratory of Yellow Basin Ecological Protection and Restoration,Yellow River Institute of Hydraulic Research,Zhengzhou 450003,China
4. College of Hydrology and Water Resources,Hohai University,Nanjing 210098,China
5. State Key Laboratory of Water Cycle and Water Security,China Institute of Water Resources and Hydropower Research,Beijing 100038,China
6. College of Resource Environment and Tourism,Capital Normal University,Beijing 100048,China
折叠

摘要

关键词

Hydrological simulation/Runoff prediction/Machine learning/Hydrological model/Model coupling

Key words

Hydrological simulation/Runoff prediction/Machine learning/Hydrological model/Model coupling

引用本文复制引用

Yu-fei Yan,Han-xiao Liu,Shu Xu,Qiong-lin Wang,Yu-hui Yang,Qing-qing Chen,Chen-yang Wang,Tian-ling Qin..Advances in coupling machine learning with hydrological simulation:A review[J].水科学与水工程,2026,19(1):1-10,10.

基金项目

This work was supported by the National Key Research and Development Project(Grant No.2022YFC3201700),the National Natural Science Foun-dation of China(Grant No.U2443205),the Anhui Provincial Key Research and Development Project(Grant No.2408055US002),and the Five Major Excellent Talent Programs of the China Institute of Water Resources and Hydropower Research(IWHR)(Grant No.WR0199A012021). （Grant No.2022YFC3201700）

水科学与水工程

ISSN：1674-2370

访问量1

下载量0

段落导航