Ismaguil Hanadé Houmma

Posdoctoral Researcher at University of Quebec at Trois-Rivieres Trois-Rivières, Canada
73 %
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Domaines de recherche

Intelligence artificielle [cs.AI] Sciences de l'environnement Climatologie Machine Learning [stat.ML]

Compétences

Prévision hydrologique opérationnelle Modélisation hydrométéorologique Modèles d'ensemble (Stacking, Ensemble Learning) Développement de systèmes d'aide à la décision Traitement de données géospatiales Traitement et modélisation de séries temporelles Machine Learning

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Publications

Seasonal forecasting of dam water resources using optimized hybrid models under unprecedented drought conditions

Ismaguil Hanadé Houmma , Abdessamad Hadri , Abdelghani Boudhar , El Mahdi El Khalki , Ismail Karaoui et al.

Journal of Hydrology: Regional Studies, 2026, 63, pp.103091. ⟨10.1016/j.ejrh.2025.103091⟩

Article dans une revue hal-05642023v1
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High-Resolution Mapping of Soil Organic Carbon Stocks Using Machine and Deep Learning Approaches Across Mediterranean Land Uses

Mounir Oukhattar , Sébastien Gadal , Yannick Robert , Ismaguil Hanadé Houmma , Nicolas P A Saby et al.

Earth Systems and Environment, In press, ⟨10.1007/s41748-025-00913-7⟩

Article dans une revue hal-05422430v1
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Mapping drought severity impact on arboriculture systems over Tadla and lower Tassaout plains in Morocco using Sentinel-2 data and machine learning approaches

Sabir Oussaoui , Abdelghani Boudhar , Abdessamad Hadri , Youssef Lebrini , Ismaguil Hanadé Houmma et al.

Geocarto International, 2025, 40 (1), ⟨10.1080/10106049.2025.2471104⟩

Article dans une revue hal-05069361v1
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Drought Vulnerability of Central Sahel Agro-systems: A Modelling-approach Based on Magnitudes of Changes and Machine Learning Techniques

Ismaguil Hanadé , Loubna El Mansouri , Sébastien Gadal , Elhousna Faouzi , Amadou Abdourhamane Touré et al.

International Journal of Remote Sensing, 2023, 44 (14), pp.4262-4300. ⟨10.1080/01431161.2023.2234094⟩

Article dans une revue hal-04253870v1

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 , Anas Emran , Ghani Chehbouni

Geocarto International, 2022, 37 (11), pp.3069-3090. ⟨10.1080/10106049.2020.1844314⟩

Article dans une revue hal-03251562v1

Agro-meteorological drought risk assessment in the groundnut basin of Senegal: the case of the municipalities of Djilor, Diossong, Keur Samba Gueye and Toubacouta

Aly Kounta , Ahmad El-Aboudi , Macoumba Loum , Elhadj Mamadou Dieng Ngom , Djim Diongue et al.

Geocarto International, 2022, 37 (27), pp.1-21. ⟨10.1080/10106049.2022.2142965⟩

Article dans une revue hal-03858894v1
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Modelling agricultural drought: a review of latest advances in big data technologies

Ismaguil Hanadé Houmma , Loubna El Mansouri , Sébastien Gadal , Maman Garba , Rachid Hadria

Geomatics, Natural Hazards and Risk, 2022, 13, pp.2737 - 2776. ⟨10.1080/19475705.2022.2131471⟩

Article dans une revue hal-03818444v1

Mapping the biophysical sensitivity of agrosystems in the central Sahel using machine learning models

Ismaguil Hanade Houmma , Sébastien Gadal , Loubna El Mansouri , Mounir Oukhattar , Touré Amadou Abdourhamane et al.

5th Euro-Mediterranean Conference for Environmental Integration (EMCEI-2023), Oct 2023, Rende, Italy

Communication dans un congrès hal-04254252v1
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Spatio-temporal modelling of relationship between Organic Carbon Content and Land Use using Deep Learning approach and several covariables: application to the soils of the Beni Mellal in Morocco

Sébastien Gadal , Mounir Oukhattar , Catherine Keller , Ismaguil Hanadé

GISTAM 2023 9th International Conference on Geographical Information Systems Theory, Applications and Management, 1, SCITEPRESS, pp.15-26, 2023, 978-989-758-649-1. ⟨10.5220/0011723000003473⟩

Proceedings/Recueil des communications hal-04080531v1