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Implementation of random forest, adaptive boosting, and gradient boosting decision trees algorithms for gully erosion susceptibility mapping using remote sensing and GIS 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2024, 卷号: 83, 期号: 3
作者:  Naceur, Hassan Ait;  Abdo, Hazem Ghassan;  Igmoullan, Brahim;  Namous, Mustapha;  Alshehri, Fahad;  Albanai, Jasem A.
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Gully erosion susceptibility  N'fis river basin  Machine learning model  Risk assessment  GIS  
Mapping coastal groundwater potential zones using remote sensing based AHP model in Al Qunfudhah region along Red Sea, Saudi Arabia 期刊论文
发表期刊: HELIYON. 出版年: 2024, 卷号: 10, 期号: 7
作者:  Alshehri, Fahad;  El-Hamid, Hazem T. Abd;  Mohamed, Ahmed
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Groundwater zone  Remote sensing  AHP  Al Qunfudhah  Saudi Arabia  
Assessment of groundwater quality in arid regions utilizing principal component analysis, GIS, and machine learning techniques 期刊论文
发表期刊: MARINE POLLUTION BULLETIN. 出版年: 2024, 卷号: 205
作者:  El-Rawy, Mustafa;  Wahba, Mohamed;  Fathi, Heba;  Alshehri, Fahad;  Abdalla, Fathy;  El Attar, Raafat M.
收藏  |  浏览/下载：46/0  |  提交时间：2024/10/04
Water quality index  Groundwater quality  Deep neural network  Sensitivity analysis  Subset regression model  Egypt  
Groundwater quality assessment in western Saudi Arabia using GIS and multivariate analysis 期刊论文
发表期刊: JOURNAL OF KING SAUD UNIVERSITY SCIENCE. 出版年: 2023, 卷号: 35, 期号: 4
作者:  Alshehri, Fahad;  El-Sorogy, Abdelbaset S.;  Almadani, Sattam;  Aldossari, Mufleh
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Potentially toxic elements  Groundwater quality index  Harrat Khaybar  Saudi Arabia  
Performance Evaluation of Five Machine Learning Algorithms for Estimating Reference Evapotranspiration in an Arid Climate 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 21
作者:  Raza, Ali;  Fahmeed, Romana;  Syed, Neyha Rubab;  Katipoglu, Okan Mert;  Zubair, Muhammad;  Alshehri, Fahad;  Elbeltagi, Ahmed
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
reference evapotranspiration  artificial intelligence techniques  Sindh province  prediction  comparative assessment  limited climatic data  
An Integrated GIS and Machine-Learning Technique for Groundwater Quality Assessment and Prediction in Southern Saudi Arabia 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 13
作者:  El-Rawy, Mustafa;  Batelaan, Okke;  Alshehri, Fahad;  Almadani, Sattam;  Ahmed, Mohamed S.;  Elbeltagi, Ahmed
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
water quality index  artificial intelligence  support vector machine  Gaussian process regression  stepwise regression  
Coupling Machine and Deep Learning with Explainable Artificial Intelligence for Improving Prediction of Groundwater Quality and Decision-Making in Arid Region, Saudi Arabia 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 12
作者:  Alshehri, Fahad;  Rahman, Atiqur
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
water quality index prediction  deep learning models  stacking framework  explainable artificial intelligence  entropy-based groundwater quality index  
Mapping the Distribution of Shallow Groundwater Occurrences Using Remote Sensing-Based Statistical Modeling over Southwest Saudi Arabia 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 9
作者:  Alshehri, Fahad;  Sultan, Mohamed;  Karki, Sita;  Alwagdani, Essam;  Alsefry, Saleh;  Alharbi, Hassan;  Sahour, Hossein;  Sturchio, Neil
收藏  |  浏览/下载：22/0  |  提交时间：2020/08/14
Moderate resolution imaging spectroradiometer (MODIS)  radar backscattering coefficient  multivariate regression and artificial neural networks  shallow groundwater