Soufiane Hajaj

Evaluating the Performance of Machine Learning and Deep Learning Techniques to HyMap Imagery for Lithological Mapping in a Semi-Arid Region: Case Study from Western Anti-Atlas, Morocco

Soufiane Hajaj, Abderrazak El Harti, Amine Jellouli et al. · Minerals · 2023 · 31 citations · Full text

Cartography, Image Classification, Image Analysis +15

HyMap imagery for copper and manganese prospecting in the east of Ameln valley shear zone (Kerdous inlier, western Anti-Atlas, Morocco)

Soufiane Hajaj, Abderrazak El Harti, Amine Jellouli et al. · Journal of Spatial Science · 2023 · 24 citations · Full text

Ore Exploration, Engineering, Geomorphology +19

Landslide Susceptibility Mapping Using Multi-Criteria Decision-Making (MCDM), Statistical, and Machine Learning Models in the Aube Department, France

Abdessamad Jari, Achraf Khaddari, Soufiane Hajaj et al. · Earth · 2023 · 21 citations · Full text

Rock Slide, Engineering, Rock Slope +17

Assessment of Hyperspectral, Multispectral, Radar, and Digital Elevation Model data in structural lineaments mapping: A case study from Ameln valley shear zone, Western Anti-Atlas Morocco

Soufiane Hajaj, Abderrazak El Harti, Amine Jellouli · Remote Sensing Applications Society and Environment · 2022 · 18 citations

Geophysics, Structural Lineaments Mapping, Engineering +11

ASTER data processing and fusion for alteration minerals and silicification detection: Implications for cupriferous mineralization exploration in the western Anti-Atlas, Morocco

Soufiane Hajaj, Abderrazak El Harti, Amine Jellouli et al. · Artificial Intelligence in Geosciences · 2024 · 17 citations · Full text