| Modelling agricultural drought: a review of latest advances in big data technologies I Hanadé Houmma, L El Mansouri, S Gadal, M Garba, R Hadria Geomatics, Natural Hazards and Risk 13 (1), 2737-2776, 2022 | 29 | 2022 |
| Crop mapping using supervised machine learning and deep learning: a systematic literature review M Alami Machichi, E mansouri, Y Imani, O Bourja, O Lahlou, Y Zennayi, ... International Journal of Remote Sensing 44 (8), 2717-2753, 2023 | 22 | 2023 |
| Retrospective analysis and version improvement of the satellite-based drought composite index. A semi-arid Tensift-Morocco application I Hanadé Houmma, L El Mansouri, R Hadria, A Emran, A Chehbouni Geocarto International 37 (11), 3069-3090, 2022 | 14 | 2022 |
| Spatial mapping of hydrologic soil groups using machine learning in the Mediterranean region E Faouzi, A Arioua, M Namous, A Barakat, H Mosaid, M Ismaili, H Eloudi, ... Catena 232, 107364, 2023 | 10 | 2023 |
| 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 … I Hanadé Houmma, L El Mansouri, S Gadal, MB Mamane Barkawi, ... Geocarto International 37 (27), 14899-14924, 2022 | 9 | 2022 |
| A new multivariate agricultural drought composite index based on random forest algorithm and remote sensing data developed for Sahelian agrosystems I Hanadé Houmma, S Gadal, L El Mansouri, M Garba, PG Gbetkom, ... Geomatics, Natural Hazards and Risk 14 (1), 2223384, 2023 | 6 | 2023 |
| Drought vulnerability of central Sahel agrosystems: a modelling-approach based on magnitudes of changes and machine learning techniques I Hanadé Houmma, L El Mansouri, S Gadal, E Faouzi, ... International Journal of Remote Sensing 44 (14), 4262-4300, 2023 | 2 | 2023 |
| Using Multisensor Earth Observation Data to Understand the Development of the Kourtéré Kori Alluvial Fan and Its Impact on the Hydrology of the Niger River MB Mansour Badamassi, K Moussa, L Touré, EA Ahmed, GP Gerard, ... The Professional Geographer 75 (5), 715-732, 2023 | 1 | 2023 |
| Agro-meteorological drought risk assessment in the groundnut basin of Senegal: the case of the municipalities of Djilor, Diossong, Keur Samba Gueye and Toubacouta A Kounta, A El-Aboudi, M Loum, EMD Ngom, DML Diongue, ... Geocarto International 37 (27), 18546-18568, 2022 | 1 | 2022 |
| Analysis of the Propagation Characteristics of Meteorological Drought to Hydrological Drought and Their Joint Effects on Low-Flow Drought Variability in the Oum Er Rbia … IH Houmma, A Hadri, A Boudhar, I Karaoui, S Oussaoui, EM El Khalki, ... Remote Sensing 17 (2), 281, 2025 | | 2025 |
| Spatiotemporal Modelling of Soil Organic Carbon Stocks in a Semi-Arid Region Using a Multilayer Perceptron Algorithm S Gadal, M Oukhattar, C Keller, IH Houmma SN Computer Science 5 (5), 561, 2024 | | 2024 |
| A Composite Approach to Assessing Similarity in the Risk Level of Agricultural Drought: An Example of the Tensift and Moulouya Watershed in Morocco IH Houmma, S Gadal, L El Mansouri, R Hadria, PG Gbetkom Recent Research on Geotechnical Engineering, Remote Sensing, Geophysics and …, 2024 | | 2024 |
| Mapping the biophysical sensitivity of agrosystems in the central Sahel using machine learning models IH Houmma, S Gadal, L El Mansouri, M Oukhattar, TA Abdourhamane, ... 5th Euro-Mediterranean Conference for Environmental Integration (EMCEI-2023), 2023 | | 2023 |
| : Cartographie de la sensibilité biophysique des agrosystèmes du Sahel central à l'aide de modèles d'apprentissage automatique I Hanade Houmma, S Gadal, L El Mansouri, M Oukhattar, ... | | 2023 |
| Vulnérabilité à la sécheresse des agrosystèmes du Sahel central: une approche de modélisation basée sur l'ampleur des changements et des techniques d'apprentissage automatique I Hanadé Houmma, L El Mansouri, S Gadal, E Faouzi, ... | | 2023 |
| Une approche composite pour évaluer la similitude du niveau de risque de sécheresse agricole: cas du bassin versant du Tensift et de la Moulouya au Maroc I Hanadé Houmma, S Gadal, L El Mansouri, R Hadria, PG Gbetkom, ... | | 2023 |
| A Composite Approach to Assessing Similarity in the Risk Level of Agricultural Drought: An Example of the Tensift and Moulouya Watershed in Morocco IH Houmma, S Gadal, LE Mansouri, R Hadria, PG Gbetkom international conference on Mediterranean Geosciences Union, 131-136, 2022 | | 2022 |
| A new approach for mapping agricultural drought parameters in semi-arid agrosystems in the Central Sahel river basin IH Houmma, S Gadal, L El Mansouri, R Hadria Colloque" Gestion de l’eau en zones Semi-arides, Outils, Changements globaux …, 2022 | | 2022 |
| Intelligence artificielle et données images massives multi-capteurs pour l'optimisation des systèmes d'alerte précoce à la sècheresse dans les agrosystèmes à forte variabilité … IH Houmma, S Gadal, L El Mansouri, R Hadria 6ème Journées scientifiques de l'école doctorale 355, 2022 | | 2022 |
| Intelligence artificielle et données images massives multi-capteurs pour l'optimisation des systèmes d'alerte précoce à la sècheresse dans les agrosystèmes à forte variabilité … I Hanadé Houmma, S Gadal, L El Mansouri, R Hadria | | 2022 |
