Loubna El Mansouri

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

Machine Learning Applied to Tree Crop Yield Prediction Using Field Data and Satellite Imagery: A Case Study in a Citrus Orchard

Abdellatif Moussaid, Sanaa El Fkihi, Yahya Zennayi et al. · Informatics · 2022 · 23 citations · Full text

Intelligent System, Precision Agriculture, Engineering +23

Assessing the impact of deficit irrigation strategies on agronomic and productive parameters of Menara olive cultivar: implications for operational water management

Khaoula Ibba, Jalal Kassout, Vladimiro Boselli et al. · Frontiers in Environmental Science · 2023 · 19 citations · Full text

Engineering, Botany, Water Stress +19

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

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