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Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 16
作者:  Namous, Mustapha;  Hssaisoune, Mohammed;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah;  Elaloui, Abdenbi;  Edahbi, Mohamed;  Krimissa, Samira;  Eloudi, Hasna;  Ouayah, Mustapha;  Elhimer, Hicham;  Tagma, Tarik
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
drinking and irrigation water scarcity  groundwater potential mapping  machine learning  remote sensing  GIS  karstic mountainous aquifers  Morocco  
Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 119262-119278
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah M.
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Lithological mapping  sentinel-2A  SVM-GEOBIA  remote sensing  moroccan meseta  
Assessing the Changes in the Moisture/Dryness of Water Cavity Surfaces in Imlili Sebkha in Southwestern Morocco by Using Machine Learning Classification in Google Earth Engine 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 1
作者:  Hakdaoui, Sofia;  Emran, Anas;  Pradhan, Biswajeet;  Qninba, Abdeljebbar;  El Balla, Taoufik;  Mfondoum, Alfred Homere Ngandam;  Lee, Chang-Wook;  Alamri, Abdullah M.
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/22
Google Earth Engine  permanent salt water cavities change  remote sensing  Sebkha  southern Morocco  
A Collaborative Change Detection Approach on Multi-Sensor Spatial Imagery for Desert Wetland Monitoring after a Flash Flood in Southern Morocco 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 9
作者:  Hakdaoui, Sofia;  Emran, Anas;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Fils, Salomon Cesar Nguemhe
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
categorical processing  collaborative change detection  remote sensing  GIS  wet land monitoring  Morocco  
Comparison of Different Algorithms to Map Hydrothermal Alteration Zones Using ASTER Remote Sensing Data for Polymetallic Vein-Type Ore Exploration: Toroud-Chahshirin Magmatic Belt (TCMB), North Iran 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 5
作者:  Noori, Lida;  Pour, Amin Beiranvand;  Askari, Ghasem;  Taghipour, Nader;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Honarmand, Mehdi
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Toroud-Chahshirin Magmatic Belt (TCMB)  remote sensing  ASTER  hydrothermally altered zones  polymetallic vein-type mineralization