Crop mapping using supervised machine learning and deep learning: a systematic literature review by Alami Machichi, Mouad, mansouri, loubna El, imani, yasmina, Bourja, Omar, Lahlou, Ouiam, Zennayi, Yahya, Bourzeix, François, Hanadé Houmma, Ismaguil, Hadria, Rachid

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Modelling agricultural drought: a review of latest advances in big data technologies by Hanadé Houmma, Ismaguil, El Mansouri, Loubna, Gadal, Sébastien, Garba, Maman, Hadria, Rachid

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Drought vulnerability of central Sahel agrosystems: a modelling-approach based on magnitudes of changes and machine learning techniques by Hanadé  Houmma, Ismaguil, El Mansouri, Loubna, Gadal, Sébastien, Faouzi, Elhousna, Abdourhamane Toure, Amadou, Garba, Maman, Imani, Yasmina, El-Ayachi, Moha, Hadria, Rachid

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A new multivariate agricultural drought composite index based on random forest algorithm and remote sensing data developed for Sahelian agrosystems by Hanadé Houmma, Ismaguil, Gadal, Sébastien, El Mansouri, Loubna, Garba, Maman, Gbetkom, Paul Gérard, Mamane Barkawi, Mansour Badamassi, Hadria, Rachid

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Spatial mapping of hydrologic soil groups using machine learning in the Mediterranean region by Faouzi, Elhousna, Arioua, Abdelkrim, Namous, Mustapha, Barakat, Ahmed, Mosaid, Hassan, Ismaili, Maryem, Eloudi, Hasna, Hanadé Houmma, Ismaguil

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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 water... by Hanadé Houmma, Ismaguil, El Mansouri, Loubna, Gadal, Sébastien, Mamane Barkawi, Mansour Badamassi, Hadria, Rachid

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Retrospective analysis and version improvement of the satellite-based drought composite index. A semi-arid Tensift-Morocco application by Hanadé Houmma, Ismaguil, El Mansouri, Loubna, Hadria, Rachid, Emran, Anas, Chehbouni, Abdelghani

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Agro-meteorological drought risk assessment in the groundnut basin of Senegal: the case of the municipalities of Djilor, Diossong, Keur Samba Gueye and Toubacouta by Kounta, Aly, El-Aboudi, Ahmad, Loum, Macoumba, Ngom, Elhadj Mamadou Dieng, Diongue, Djim M. L., Hanadé Houmma, Ismaguil

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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 by Mansour Badamassi, Mamane Barkawi, Moussa, Konate, Touré, Labaly, Ahmed, El-Aboudi, Gerard, Gbetkom Paul, Ismaguil, Hanadé Houmma, Gérard, Kabore

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Spatiotemporal Modelling of Soil Organic Carbon Stocks in a Semi-Arid Region Using a Multilayer Perceptron Algorithm by Gadal, Sébastien, Oukhattar, Mounir, Keller, Catherine, Houmma, Ismaguil Hanadé

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