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Youssef Lebrini

Observed names: LEBRINI YOUSSEF, Lebrini, Youssef, Y. Lebrini
ORCID: 0000-0002-3057-7260
Observed ORCID: 0000-0002-3057-7260
OpenAlex ID: A5027228462
The Performance of Random Forest Classification Based on Phenological Metrics Derived from Sentinel-2 and Landsat 8 to Map Crop Cover in an Irrigated Semi-arid Region
2019 · Abdelaziz Htitiou, Abdelghani Boudhar, et al. · Remote Sensing in Earth Systems Sciences · 94
Analysis and trends of rainfall amounts and extreme events in the Western Mediterranean region
2020 · Tarik Benabdelouahab, Fouad Gadouali, et al. · Theoretical and Applied Climatology · 71
A comparative analysis of different phenological information retrieved from Sentinel-2 time series images to improve crop classification: a machine learning approach
2020 · Abdelaziz Htitiou, Abdelghani Boudhar, et al. · Geocarto International · 57
Bridging the gap of perception is the only way to align soil protection actions
2020 · Adil Salhi, Tarik Benabdelouahab, et al. · The Science of The Total Environment · 47
Identifying Agricultural Systems Using SVM Classification Approach Based on Phenological Metrics in a Semi-arid Region of Morocco
2019 · Y. Lebrini, A. Boudhar, et al. · Earth Systems and Environment · 47
Mapping and Characterization of Phenological Changes over Various Farming Systems in an Arid and Semi-Arid Region Using Multitemporal Moderate Spatial Resolution Data
2021 · Youssef Lebrini, Abdelghani Boudhar, et al. · Remote Sensing · 38
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Remote monitoring of agricultural systems using NDVI time series and machine learning methods: a tool for an adaptive agricultural policy
2020 · Youssef Lebrini, Abdelghani Boudhar, et al. · Arabian Journal of Geosciences · 37
Monitoring spatial variability and trends of wheat grain yield over the main cereal regions in Morocco: a remote-based tool for planning and adjusting policies
2019 · Tarik Benabdelouahab, Youssef Lebrini, et al. · Geocarto International · 37
Combining Use of TRMM and Ground Observations of Annual Precipitations for Meteorological Drought Trends Monitoring in Morocco
2019 · Rachid Hadria, Abdelghani Boudhar, et al. · American Journal of Remote Sensing · 32
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Hydrological Response to Snow Cover Changes Using Remote Sensing over the Oum Er Rbia Upstream Basin, Morocco
2019 · Abdelghani Boudhar, Hamza Ouatiki, et al. · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · 31
Mapping drought severity impact on arboriculture systems over Tadla and lower Tassaout plains in Morocco using Sentinel-2 data and machine learning approaches
2025 · Sabir Oussaoui, Abdelghani Boudhar, et al. · Geocarto International · 30
Crops Disease Detection, from Leaves to Field: What We Can Expect from Artificial Intelligence
2024 · Youssef Lebrini, Alicia Ayerdi Gotor · Agronomy · 28
Derivation of air temperature of agricultural areas of Morocco from remotely land surface temperature based on the updated Köppen-Geiger climate classification
2019 · R. Hadria, T. Benabdelouahab, et al. · Modeling Earth Systems and Environment · 24
The normalised difference vegetation index as an analytic tool for wheat crop yield prediction: A review and meta-analysis
2025 · Ignacio Fuentes, Dhahi Al-Shammari, et al. · Precision Agriculture · 21
Classification and status monitoring of agricultural crops in central Morocco: a synergistic combination of OBIA approach and fused Landsat-Sentinel-2 data
2021 · Abdelaziz Htitiou, Abdelghani Boudhar, et al. · Journal of Applied Remote Sensing · 15
Mapping soil suitability using phenological information derived from MODIS time series data in a semi-arid region: A case study of Khouribga, Morocco
2024 · Maryem Ismaili, Samira Krimissa, et al. · Heliyon · 13
Digitalization and Agricultural Development: Evidence from Morocco
2022 · Hayat Lionboui, Abdelghani Boudhar, et al. · Springer eBooks · 12
Farming systems monitoring using machine learning and trend analysis methods based on fitted NDVI time series data in a semi-arid region of Morocco
2019 · Youssef Lebrini, Tarik Benabdelouahab, et al. · SPIE Conference on Remote Sensing for Agriculture, Ecosystems, and Hydrology · 11
Deep Learning-based Reconstruction of Spatiotemporally Fused Satellite Images for Smart Agriculture Applications in a Heterogeneous Agricultural Region
2020 · A. Htitiou, A. Boudhar, et al. · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 10
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Using SAR Data to Detect Wheat Irrigation Supply in an Irrigated Semi-arid Area
2018 · Tarik Benabdelouahab, Dominique Derauw, et al. · Journal of Agricultural Science · 8
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Spatial assessment of losses in wheat production value: A need for an innovative approach to guide risk management policies
2020 · Hayat Lionboui, Tarik Benabdelouahab, et al. · Remote Sensing Applications Society and Environment · 7
Recours Aux Satellites Pour Appuyer Le Management De L’eau D’irrigation: Estimation Des Besoins En Eau Des Agrumes Par Télédétection Dans La Plaine De Triffa-berkane (maroc)
2019 · Hadria, Rachid, Elmansouri, Loubna, et al. · AgEcon Search (University of Minnesota, USA) · 4
Performance of remote sensing data and machine learning for wheat disease detection
2022 · Lebrini, Youssef, Ayerdi Gotor, Alicia · HAL · 1
Evaluation of TRMM 3B42 V7 Rainfall Product in Morocco
2021 · Rachid Hadria, Adil Salhi, et al. · Environmental science and engineering · 1
Mapping drought severity impact on arboriculture systems over Tadla and lower Tassaout plains in Morocco using Sentinel 2 data and Machine Learning Approaches
2025 · Oussaoui, Sabir, Abdelghani Boudhar, et al.
Works count: 34
Citation count: 676
H-index: 15
I10-index: 19
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