Machine learning-based modeling of surface water temperature dynamics in arctic lakes

被引:1
|
作者
Kim, Hyung Il [1 ,2 ]
Kim, Dongkyun [2 ]
Salamattalab, Mohammad Milad [3 ]
Mahdian, Mehran [3 ]
Bateni, Sayed M. [4 ,7 ]
Noori, Roohollah [5 ,6 ]
机构
[1] DL E & amp,C, Civil Business Division, Donuimun, D Tower, 134 Tongil-Ro, Jongno-Gu, Seoul, Korea, Republic of
[2] Department of Civil and Environmental Engineering, Hongik University, Mapo-Gu, Seoul, Korea, Republic of
[3] School of Civil Engineering, Iran University of Science and Technology, Tehran, Narmak,1684613114, Iran
[4] Department of Civil, Environmental and Construction Engineering, and Water Resources Research Center, University of Hawaii at Manoa, Honolulu,HI, United States
[5] Graduate Faculty of Environment, University of Tehran, Tehran,1417853111, Iran
[6] Faculty of Governance, University of Tehran, Tehran,1439814151, Iran
[7] UNESCO-UNISA Africa Chair in Nanoscience and Nanotechnology, College of Graduate Studies, University of South Africa, Muckleneuk Ridge, Pretoria,392, South Africa
关键词
Compendex;
D O I
10.1007/s11356-024-35173-x
中图分类号
学科分类号
摘要
Long short-term memory
引用
收藏
页码:59642 / 59655
相关论文
共 50 条
  • [41] Machine learning-based water level prediction in lake erie
    Wang, Qi
    Wang, Song
    Water (Switzerland), 2020, 12 (10): : 1 - 14
  • [42] Machine Learning-Based Water Level Prediction in Lake Erie
    Wang, Qi
    Wang, Song
    WATER, 2020, 12 (10) : 1 - 14
  • [43] Machine learning-based modeling and analysis of perfluoroalkyl and polyfluoroalkyl substances controlling systems in protecting water resources
    Hosseinzadeh, Ahmad
    Altaee, Ali
    Li, Xiaowei
    Zhou, John L.
    CURRENT OPINION IN CHEMICAL ENGINEERING, 2023, 42
  • [44] Refined machine learning modeling of reservoir discharge water temperature
    Huang, Xiang
    Chen, Gang
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2024, 11
  • [45] An improved machine learning-based model for prediction of diurnal and spatially continuous near surface air temperature
    Adeniran, Ibrahim Ademola
    Nazeer, Majid
    Wong, Man Sing
    Chan, Pak-Wai
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [46] Predicting Water Temperature Dynamics of Unmonitored Lakes With Meta-Transfer Learning
    Willard, Jared D.
    Read, Jordan S.
    Appling, Alison P.
    Oliver, Samantha K.
    Jia, Xiaowei
    Kumar, Vipin
    WATER RESOURCES RESEARCH, 2021, 57 (07)
  • [47] A Review of Machine Learning-Based Thermal Error Modeling Methods for CNC Machine Tools
    Mu, Sen
    Yu, Chunping
    Lin, Kunlong
    Lu, Caijiang
    Wang, Xi
    Wang, Tao
    Fu, Guoqiang
    MACHINES, 2025, 13 (02)
  • [48] Modeling the Effects of Lakes and Wetlands on the Water Balance of Arctic Environments
    Bowling, Laura C.
    Lettenmaier, Dennis P.
    JOURNAL OF HYDROMETEOROLOGY, 2010, 11 (02) : 276 - 295
  • [50] Machine learning-based monitoring of mangrove ecosystem dynamics in the Indus Delta
    Zhou, Ying
    Dai, Zhijun
    Liang, Xixing
    Cheng, Jinping
    FOREST ECOLOGY AND MANAGEMENT, 2024, 571