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)

A two-phase approach for leak detection and localization in water distribution systems using wavelet decomposition and machine learning. - Meriem Adraoui; Rida Azmi; Jérôme Chenal; El Bachir Diop; Ebnou Abdem Seyid Abdellahi; Imane Serbouti; Mohammed Hlal; Mariem Bounabi (Comput. Ind. Eng., 2024)

Assessing the Impact of Agricultural Practices and Urban Expansion on Drought Dynamics Using a Multi-Drought Index Application Implemented in Google Earth Engine: A Case Study of the Oum Er-Rbia Watershed, Morocco. - Imane Serbouti; Jérôme Chenal; Biswajeet Pradhan; El Bachir Diop; Rida Azmi; Ebnou Abdem Seyid Abdellahi; Meriem Adraoui; Mohammed Hlal; Mariem Bounabi (Remote. Sens., 2024)