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Critical role of climate factors for groundwater potential mapping in arid regions: Insights from random forest, XGBoost, and LightGBM algorithms 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2023, 卷号: 621
作者:  Guo, Xu;  Gui, Xiaofan;  Xiong, Hanxiang;  Hu, Xiaojing;  Li, Yonggang;  Cui, Hao;  Qiu, Yang;  Ma, Chuanming
收藏  |  浏览/下载：35/0  |  提交时间：2024/09/29
Groundwater potential  Climate factors  LightGBM  Ensemble learning  Yinchuan Plain  Arid region  Hydroinformatics  
Evaluating Three Supervised Machine Learning Algorithms (LM, BR, and SCG) for Daily Pan Evaporation Estimation in a Semi-Arid Region 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 21
作者:  Aghelpour, Pouya;  Bagheri-Khalili, Zahra;  Varshavian, Vahid;  Mohammadi, Babak
收藏  |  浏览/下载：7/0  |  提交时间：2024/09/20
hydrological modeling  machine learning  supervised learning  pan evaporation  hydroinformatics  
Groundwater Quality Assessment for Sustainable Drinking and Irrigation 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2020, 卷号: 12, 期号: 1
作者:  Asadi, Esmaeil;  Isazadeh, Mohammad;  Samadianfard, Saeed;  Ramli, Mohammad Firuz;  Mosavi, Amir;  Nabipour, Narjes;  Shamshirband, Shahaboddin;  Hajnal, Eva;  Chau, Kwok-Wing
收藏  |  浏览/下载：16/0  |  提交时间：2020/05/22
sustainable water harvesting  water quality index (WQI)  irrigation water quality (IWQ)  groundwater quality  hydroinformatics  hydrologic cycle  earth system models  hydrology  climate change  water resource management  sustainable development