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Integrated machine learning-based model and WQI for groundwater quality assessment: ML, geospatial, and hydro-index approaches 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 18, 页码: 53862-53875
作者:  Abu El-Magd, Sherif Ahmed;  Ismael, Ismael S.;  El-Sabri, Mohamed A. Sh.;  Abdo, Mohamed Sayed;  Farhat, Hassan I.
收藏  |  浏览/下载：39/0  |  提交时间：2024/09/29
Machine learning model (ML)  SVM  WQI  SVM-WQI  Egypt  
Integration of hydrochemical and isotopic characteristics for identifying groundwater recharge sources of the Eocene carbonate aquifer, Western Desert, Egypt 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2022, 卷号: 187
作者:  Masoud, Ahmed M.;  Abu El-Magd, Sherif Ahmed
收藏  |  浏览/下载：115/0  |  提交时间：2022/03/17
Environmental isotopes  Hydrochemical facies  Aquifer recharge  El-minia  Eocene carbonate aquifer  
Random forest and naive Bayes approaches as tools for flash flood hazard susceptibility prediction, South Ras El-Zait, Gulf of Suez Coast, Egypt 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 3
作者:  Abu El-Magd, Sherif Ahmed
收藏  |  浏览/下载：221/0  |  提交时间：2022/03/17
Machine learning  Flash flood model  Naive Bayes  Random forest  Wadi El-Dib  Egypt  
Efficiency of Geospatial Technology and Multi-Criteria Decision Analysis for Groundwater Potential Mapping in a Semi-Arid Region 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 6
作者:  Masoud, Ahmed M.;  Quoc Bao Pham;  Alezabawy, Ahmed K.;  Abu El-Magd, Sherif A.
收藏  |  浏览/下载：30/0  |  提交时间：2024/09/20
groundwater potential zone  the analytic hierarchy process  frequency ratio model  GIS  Lake Nasser  
An improved approach for predicting the groundwater potentiality in the low desert lands; El-Marashda area, Northwest Qena City, Egypt 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2021, 卷号: 179
作者:  El-Magd, Sherif Ahmed Abu;  Eldosouky, Ahmed M.
收藏  |  浏览/下载：34/0  |  提交时间：2021/07/30
Frequency ratio  Analytical hierarchy process  Evidential belief function  Ternary image  Groundwater potentiality  GIS  
Machine learning algorithm for flash flood prediction mapping in Wadi El-Laqeita and surroundings, Central Eastern Desert, Egypt 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 4
作者:  Abu El-Magd, Sherif Ahmed;  Pradhan, Biswajeet;  Alamri, Abdullah
收藏  |  浏览/下载：48/0  |  提交时间：2021/07/30
Flash floods  Extreme gradient boosting  K-nearest neighbor  GIS  Wadi El-Laqeita  
An integrated approach for evaluating the flash flood risk and potential erosion using the hydrologic indices and morpho-tectonic parameters 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2021, 卷号: 80, 期号: 20
作者:  Abu El-Magd, Sherif Ahmed;  Orabi, H. Orabi;  Ali, Sk Ajim;  Parvin, Farhana;  Quoc Bao Pham
收藏  |  浏览/下载：32/0  |  提交时间：2021/11/19
Flash flood  Erosion and accumulation  Hydrologic indices  Morpho-tectonic parameters  Fuzzy k-means clustering  Wadi Gharandal