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Spatial Prediction of Groundwater Withdrawal Potential Using Shallow, Hybrid, and Deep Learning Algorithms in the Toudgha Oasis, Southeast Morocco 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 5
作者:  Ouali, Lamya;  Kabiri, Lahcen;  Namous, Mustapha;  Hssaisoune, Mohammed;  Abdelrahman, Kamal;  Fnais, Mohammed S. S.;  Kabiri, Hichame;  El Hafyani, Mohammed;  Oubaassine, Hassane;  Arioua, Abdelkrim;  Bouchaou, Lhoussaine
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
groundwater potential  spatial prediction  machine learning  performance  water supply  oasis  
Isotopic Characterization of Rainwater for the Development of a Local Meteoric Water Line in an Arid Climate: The Case of the Wadi Ziz Watershed (South-Eastern Morocco) 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 5
作者:  El Ouali, Anas;  Roubil, Allal;  Lahrach, Abderrahim;  Mudry, Jacques;  El Ghali, Tibari;  Qurtobi, Mohamed;  El Hafyani, Mohammed;  Alitane, Abdennabi;  El Hmaidi, Abdellah;  Essahlaoui, Ali;  Van Rompaey, Anton
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
characterization  isotope  meteoric line  rain  Ziz watershed  
Assessment of Agricultural Water Requirements for Semi-Arid Areas: A Case Study of the Boufakrane River Watershed (Morocco) 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2021, 卷号: 11, 期号: 21
作者:  El Hafyani, Mohammed;  Essahlaoui, Ali;  Fung-Loy, Kimberley;  Hubbart, Jason A.;  Van Rompaey, Anton
收藏  |  浏览/下载：29/0  |  提交时间：2021/11/29
Sentinel-2  SVM  RF  Boufakrane River watershed  irrigation requirements  water resources  sustainable land use  agriculture