Ismaguil Hanadé Houmma

Crop mapping using supervised machine learning and deep learning: a systematic literature review

Mouad Alami Machichi, Loubna El Mansouri, Yasmina Imani et al. · International Journal of Remote Sensing · 2023 · 56 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +20

Prospective analysis of spatial heterogeneity influence on the concordance of remote sensing drought indices: a case of semi-arid agrosystems in Morocco (Moulouya and Tensift watersheds)

Ismaguil Hanadé Houmma, Loubna El Mansouri, Sébastien Gadal et al. · Geocarto International · 2022 · 18 citations

Precision Agriculture, Environmental Monitoring, Engineering +24

A New Composite Hydrological Response Anomalies Index in a Semi-arid Region Based on Random Forest Algorithm

Elhousna Faouzi, Abdelkrim Arioua, Abdelrahman Kamal Hamed et al. · Earth Systems and Environment · 2025 · 18 citations

Retrospective analysis and version improvement of the satellite-based drought composite index. A semi-arid Tensift-Morocco application

Ismaguil Hanadé Houmma, Loubna El Mansouri, Rachid Hadria et al. · Geocarto International · 2020 · 16 citations

Precision Agriculture, Environmental Monitoring, Engineering +22

Spatial mapping of hydrologic soil groups using machine learning in the Mediterranean region

Elhousna Faouzi, Abdelkrim Arioua, Mustapha Namous et al. · CATENA · 2023 · 15 citations

Cartography, Geospatial Mapping, Engineering +12