El Mostafa Bachaoui

Université Sultan Moulay Slimane — MA

Computer Science · Physical Sciences

12h-index721citations33works2.42yr avg
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Research Topics

Geochemistry and Geologic Mapping(11), Remote Sensing in Agriculture(10), Remote-Sensing Image Classification(8), Groundwater and Watershed Analysis(8), Remote Sensing and LiDAR Applications(7)

Publications33 total

Impact of lithology and topography on the mechanical performance and environmental sustainability of Jorf Lasfar soils
Ecological Engineering & Environmental Technology·2025Open Access
Mapping Tree-Covered Forest Formations (Case Study: Beni-Mellal Forest): Evaluation Study of the Potential of the Mohammed VI-B Satellite Image
E3S Web of Conferences·2025· 1 citedOpen Access
Modeling plant species segmentation using an advanced U-Net and UAV remote sensing: a case study in the High Atlas Mountains of Morocco
Modeling Earth Systems and Environment·2024
UAV imagery, advanced deep learning, and YOLOv7 object detection model in enhancing citrus yield estimation
Foods and raw materials·2024· 1 citedOpen Access
Combining OBIA, CNN, and UAV imagery for automated detection and mapping of individual olive trees
Smart Agricultural Technology·2024· 12 citedOpen Access
Identification and Mapping of Individual Trees from Unmanned Aerial Vehicle Imagery Using an Object-Based Convolutional Neural Network
Remote Sensing in Earth Systems Sciences·2024· 3 cited
Cartographie Automatique et Comptage des Arbres Oliviers A Partir de L’Imagerie de Drone par Un Reseau de Neurones Covolutionnel
Revue internationale de géomatique·2024Open Access
Investigating machine learning and ensemble learning models in groundwater potential mapping in arid region: case study from Tan-Tan water-scarce region, Morocco
Frontiers in Water·2023· 15 citedOpen Access
Identification and mapping of Individual Trees from Unmanned Aerial Vehicle Imagery Using an object oriented Convolutional Neural Network
2023Open Access
Landslide Susceptibility Mapping Using Multi-Criteria Decision-Making (MCDM), Statistical, and Machine Learning Models in the Aube Department, France
Earth·2023· 21 citedOpen Access
Multispectral UAV data for detection of weeds in a citrus farm using machine learning and Google Earth Engine: Case study of Morocco
Remote Sensing Applications Society and Environment·2023· 28 cited
Use of GIS, Remote Sensing and Analytical Hierarchy Process for Groundwater Potential Assessment in an Arid Region – A Case Study
Ecological Engineering & Environmental Technology·2022· 6 citedOpen Access
Étude de la vulnérabilité des nappes à la pollution en zones semi-arides : cas de la nappe phréatique des Béni Amir au Maroc.
Méditerranée·2022· 7 citedOpen Access
Application of optical and radar satellite images for mapping tectonic lineaments in kerdous inlier of the Anti-Atlas belt, Morocco
Remote Sensing Applications Society and Environment·2021· 31 cited
Application of optical and radar data for lineaments mapping in Kerdous inlier of the Anti Atlas belt, Morocco
2021· 1 citedOpen Access
Capabilities of the New Moroccan Satellite Mohammed-VI for Planimetric and Altimetric Mapping
2020· 3 cited
Application of Remote Sensing Data in Lithological Discrimination of Kerdous Inlier in the Anti Atlas Belt of Morocco
JOIV International Journal on Informatics Visualization·2019· 6 citedOpen Access
Mapping copper mineralization using EO-1 Hyperion data fusion with Landsat 8 OLI and Sentinel-2A in Moroccan Anti-Atlas
Geocarto International·2018· 23 cited
Mineralogical mapping using Landsat-8 OLI, Terra ASTER and Sentinel-2A multispectral data in Sidi Flah-Bouskour inlier, Moroccan Anti-Atlas
Journal of Spatial Science·2018· 27 cited
Comparative approach of three popular intrinsic vulnerability methods: case of the Beni Amir groundwater (Morocco)
Arabian Journal of Geosciences·2018· 9 cited
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Frequent Co-authors

Abderrazak El Harti(25), Amine Jellouli(13), Zakaria Adiri(10), Abderrahmène El Ghmari(7), Rachid Lhissou(5), Lhou Maacha(5), Hafida Zahir(4), Mohamed Azmi(3), Mohamed Zouhair(3), Jamal-Eddine Ouzemou(3), Hicham Mouncif(3), Abdessamad Jari(3), Achraf Khaddari(3), Soufiane Hajaj(3), Oumaima Ameslek(3), Najat Knouz(3), Abdelghani Boudhar(3), Abderrahmane El Ghmari(3), Soukaina Mitro(3), Ali El Moujahid(2)