Machine Learning Algorithms for Automatic Lithological Mapping Using Remote Sensing Data: A Case Study from Souk Arbaa Sahel, Sidi Ifni Inlier, Western Anti-Atlas, Morocco. - Imane Bachri; Mustapha Hakdaoui; Mohammed Raji; Ana Cláudia Teodoro; Abdelmajid Benbouziane (ISPRS Int. J. Geo Inf., 2019)

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. - Imane Serbouti; Mohammed Raji; Mustapha Hakdaoui; Biswajeet Pradhan; Chang-Wook Lee; Abdullah M. Alamri (IEEE Access, 2021)

Improved Lithological Map of Large Complex Semi-Arid Regions Using Spectral and Textural Datasets within Google Earth Engine and Fused Machine Learning Multi-Classifiers. - Imane Serbouti; Mohammed Raji; Mustapha Hakdaoui; Fouad El Kamel; Biswajeet Pradhan; Shilpa Gite; Abdullah M. Alamri; Khairul Nizam Abdul Maulud; Abhirup Dikshit (Remote. Sens., 2022)

Land Cover Mapping Using Sentinel-1 Time-Series Data and Machine-Learning Classifiers in Agricultural Sub-Saharan Landscape. - Sara Dahhani; Mohammed Raji; Mustapha Hakdaoui; Rachid Lhissou (Remote. Sens., 2023)