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Improved Lithological Map of Large Complex Semi-Arid Regions Using Spectral and Textural Datasets within Google Earth Engine and Fused Machine Learning Multi-Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 21
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  El Kamel, Fouad;  Pradhan, Biswajeet;  Gite, Shilpa;  Alamri, Abdullah;  Maulud, Khairul Nizam Abdul;  Dikshit, Abhirup
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
machine learning algorithms  google earth engine  dempster-shafer theory  lithological mapping  Sentinel 2A  Moroccan Meseta  
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：17/0  |  提交时间：2021/11/19
Lithological mapping  sentinel-2A  SVM-GEOBIA  remote sensing  moroccan meseta  
Integrating GEOBIA and multi-source remote sensing images to lithological mapping: case study of Skhour Rehamna, Morocco 会议论文
会议名称: Conference on Image and Signal Processing for Remote Sensing XXVI. 会议地点: ELECTR NETWORK. 会议日期: SEP 21-25, 2020
作者:  Serbouti, Imane;  Raji, Mohamed;  Hakdaoui, Mustapha
收藏  |  浏览/下载：15/0  |  提交时间：2021/08/05
Lithological mapping  GEOBIA  Fusion  Sentinel 1  Sentinel 2  DEM  Skhour Rehamna  Morocco