Crop mapping using supervised machine learning and deep learning: a systematic literature review
Alami Machichi, Mouad, mansouri, loubna El, imani, yasmina, Bourja, Omar, Lahlou, Ouiam, Zennayi, Yahya, Bourzeix, François, Hanadé Houmma, Ismaguil, Hadria, Rachid
Published in International journal of remote sensing (18.04.2023)
Published in International journal of remote sensing (18.04.2023)
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Journal Article
Drought vulnerability of central Sahel agrosystems: a modelling-approach based on magnitudes of changes and machine learning techniques
Hanadé Houmma, Ismaguil, El Mansouri, Loubna, Gadal, Sébastien, Faouzi, Elhousna, Abdourhamane Toure, Amadou, Garba, Maman, Imani, Yasmina, El-Ayachi, Moha, Hadria, Rachid
Published in International journal of remote sensing (18.07.2023)
Published in International journal of remote sensing (18.07.2023)
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Journal Article
A new multivariate agricultural drought composite index based on random forest algorithm and remote sensing data developed for Sahelian agrosystems
Hanadé Houmma, Ismaguil, Gadal, Sébastien, El Mansouri, Loubna, Garba, Maman, Gbetkom, Paul Gérard, Mamane Barkawi, Mansour Badamassi, Hadria, Rachid
Published in Geomatics, natural hazards and risk (31.12.2023)
Published in Geomatics, natural hazards and risk (31.12.2023)
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Journal Article
Machine Learning Applied to Tree Crop Yield Prediction Using Field Data and Satellite Imagery: A Case Study in a Citrus Orchard
Moussaid, Abdellatif, El Fkihi, Sanaa, Zennayi, Yahya, Lahlou, Ouiam, Kassou, Ismail, Bourzeix, François, El Mansouri, Loubna, Imani, Yasmina
Published in Informatics (Basel) (01.12.2022)
Published in Informatics (Basel) (01.12.2022)
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Journal Article
Citrus yield prediction using deep learning techniques: A combination of field and satellite data
Moussaid, Abdellatif, El Fkihi, Sanaa, Zennayi, Yahya, Kassou, Ismail, Bourzeix, François, Lahlou, Ouiam, El Mansouri, Loubna, Imani, Yasmina
Published in Journal of open innovation (01.06.2023)
Published in Journal of open innovation (01.06.2023)
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Journal Article
Assessing the impact of deficit irrigation strategies on agronomic and productive parameters of Menara olive cultivar: implications for operational water management
Ibba, Khaoula, Kassout, Jalal, Boselli, Vladimiro, Er-Raki, Salah, Oulbi, Sara, Mansouri, Loubna El, Bouizgaren, Abdelaziz, Sikaoui, Lhassane, Hadria, Rachid
Published in Frontiers in environmental science (19.06.2023)
Published in Frontiers in environmental science (19.06.2023)
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Journal Article
CerealNet: A Hybrid Deep Learning Architecture for Cereal Crop Mapping Using Sentinel-2 Time-Series
Alami Machichi, Mouad, El Mansouri, Loubna, Imani, Yasmina, Bourja, Omar, Hadria, Rachid, Lahlou, Ouiam, Benmansour, Samir, Zennayi, Yahya, Bourzeix, François
Published in Informatics (Basel) (01.11.2022)
Published in Informatics (Basel) (01.11.2022)
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Journal Article
Drought Vulnerability of Central Sahel Agro-systems: A Modelling-approach Based on Magnitudes of Changes and Machine Learning Techniques
Hanadé, Ismaguil, El Mansouri, Loubna, Gadal, Sébastien, Faouzi, Elhousna, Abdourhamane Touré, Amadou, Garba, Maman, Imani, Yasmina, El-Ayachi, Moha, Hadria, Rachid
Published in International journal of remote sensing (24.07.2023)
Published in International journal of remote sensing (24.07.2023)
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Journal Article
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)
Hanadé Houmma, Ismaguil, El Mansouri, Loubna, Gadal, Sébastien, Mamane Barkawi, Mansour Badamassi, Hadria, Rachid
Published in Geocarto international (13.12.2022)
Published in Geocarto international (13.12.2022)
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Journal Article
Retrospective analysis and version improvement of the satellite-based drought composite index. A semi-arid Tensift-Morocco application
Hanadé Houmma, Ismaguil, El Mansouri, Loubna, Hadria, Rachid, Emran, Anas, Chehbouni, Abdelghani
Published in Geocarto international (03.06.2022)
Published in Geocarto international (03.06.2022)
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Journal Article
Opportunities and Challenges of Implementing a Spatial Data Infrastructure Case study of RABAT-SALÉ-KENITRA State in Morocco
Elmostapha Elomari, Loubna El Mansouri, Hassan Ghinane, Moha El-Ayachi
Published in African journal on land policy and geospatial sciences (01.03.2021)
Published in African journal on land policy and geospatial sciences (01.03.2021)
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Journal Article
TECHNOLOGIES GÉO-SPATIALES POUR RENFORCER LES DISPOSITIFS DE GESTION DES TERRES AGRICOLES : APPUI À LA GESTION DES SURFACES AGRUMICOLES PAR TÉLÉDÉTECTION DANS LA PLAINE DE TRIFFA-BERKANE (MAROC)
Loubna El Mansouri, Rachid Hadria, Imane Lahmer, Omar Moutaib, Abdessadek Oujemaa, Amine ElGorch
Published in African journal on land policy and geospatial sciences (01.12.2018)
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Published in African journal on land policy and geospatial sciences (01.12.2018)
Journal Article
Technologies Géo-Spatiales pour renforcer les dispositifs de gestion des terres agricoles : Appui à la gestion des surfaces agrumicoles par télédétection dans la Plaine de Triffa-Berkane (Maroc)
Loubna El Mansouri, Rachid Hadria, Imane Lahmer, Omar Moutaib, Abdessadek Oujemaa, Amine ElGorch
Published in African journal on land policy and geospatial sciences (01.12.2018)
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Published in African journal on land policy and geospatial sciences (01.12.2018)
Journal Article
OPPORTUNITIES AND CHALLENGES OF IMPLEMENTING A SPATIAL DATA INFRASTRUCTURE CASE STUDY OF RABAT-SALÉ-KENITRA STATE IN MOROCCO
Elomari, Elmostapha, El Mansouri, Loubna, Ghinane, Hassan, El-Ayachi, Moha
Published in African Journal of Land Policy and Geospatial Sciences (01.03.2021)
Published in African Journal of Land Policy and Geospatial Sciences (01.03.2021)
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Journal Article
TECHNOLOGIES GÉO-SPATIALES POUR RENFORCER LES DISPOSITIFS DE GESTION DES TERRES AGRICOLES : APPUI À LA GESTION DES SURFACES AGRUMICOLES PAR TÉLÉDÉTECTION DANS LA PLAINE DE TRIFFA-BERKANE (MAROC)
Mansouri, Loubna El, Hadria, Rachid, Lahmer, Imane, Moutaib, Omar, Oujemaa, Abdessadek, ElGorch, Amine
Published in African Journal of Land Policy and Geospatial Sciences (01.12.2018)
Published in African Journal of Land Policy and Geospatial Sciences (01.12.2018)
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Journal Article
LAND TENURE SYSTEMS’ ASSESSMENT EVALUATION: CASE STUDY OF COTE D’IVOIRE
Ithri AIT Hou, Loubna EL MANSOURI, Kamal BENADDOU ELIDRISSI, Kenza Ait EL KADI, Moclair Edwine MOUKAMBI, Moha EL-AYACHI
Published in African journal on land policy and geospatial sciences (01.12.2021)
Published in African journal on land policy and geospatial sciences (01.12.2021)
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Journal Article
Automatisation de l’outil d’Analyse de la Gouvernance Foncière LGAF : cas d’étude de la Côte d’Ivoire
Moclair Edwine MOUKAMBI, Loubna EL MANSOURI, Kamal BEN ADDOU IDRISSI, Tayeb TACHALLAIT, Ithri AIT Hou, Moha EL AYACHI
Published in African journal on land policy and geospatial sciences (01.12.2021)
Published in African journal on land policy and geospatial sciences (01.12.2021)
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Journal Article
LAND TENURE SYSTEMS’ ASSESSMENT EVALUATION: CASE STUDY OF COTE D’IVOIRE
AIT HOU, Ithri, EL MANSOURI, Loubna, BENADDOU ELIDRISSI, Kamal, AIT EL KADI, Kenza, MOUKAMBI, Moclair Edwine, EL-AYACHI, Moha
Published in African Journal of Land Policy and Geospatial Sciences (01.11.2021)
Published in African Journal of Land Policy and Geospatial Sciences (01.11.2021)
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Journal Article