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 A Htitiou, A Boudhar, Y Lebrini, R Hadria, H Lionboui, L Elmansouri, ... Remote Sensing in Earth Systems Sciences 2 (4), 208-224, 2019 | 83 | 2019 |
Analysis and trends of rainfall amounts and extreme events in the Western Mediterranean region T Benabdelouahab, F Gadouali, A Boudhar, Y Lebrini, R Hadria, A Salhi Theoretical and Applied Climatology 141 (1), 309-320, 2020 | 51 | 2020 |
Bridging the gap of perception is the only way to align soil protection actions A Salhi, T Benabdelouahab, J Martin-Vide, A Okacha, Y El Hasnaoui, ... Science of the Total Environment 718, 137421, 2020 | 46 | 2020 |
A comparative analysis of different phenological information retrieved from Sentinel-2 time series images to improve crop classification: A machine learning approach A Htitiou, A Boudhar, Y Lebrini, R Hadria, H Lionboui, T Benabdelouahab Geocarto International 37 (5), 1426-1449, 2022 | 41 | 2022 |
Identifying agricultural systems using SVM classification approach based on phenological metrics in a semi-arid region of Morocco Y Lebrini, A Boudhar, R Hadria, H Lionboui, L Elmansouri, R Arrach, ... Earth Systems and Environment 3 (2), 277-288, 2019 | 40 | 2019 |
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 T Benabdelouahab, Y Lebrini, A Boudhar, R Hadria, A Htitiou, H Lionboui Geocarto International 36 (20), 2303-2322, 2021 | 35 | 2021 |
Hydrological response to snow cover changes using remote sensing over the Oum Er Rbia Upstream Basin, Morocco A Boudhar, H Ouatiki, H Bouamri, Y Lebrini, I Karaoui, M Hssaisoune, ... Mapping and spatial analysis of socio-economic and environmental indicators …, 2020 | 30 | 2020 |
Remote monitoring of agricultural systems using NDVI time series and machine learning methods: a tool for an adaptive agricultural policy Y Lebrini, A Boudhar, A Htitiou, R Hadria, H Lionboui, L Bounoua, ... Arabian Journal of Geosciences 13 (16), 796, 2020 | 24 | 2020 |
Combining use of TRMM and ground observations of annual precipitations for meteorological drought trends monitoring in Morocco R Hadria, A Boudhar, H Ouatiki, Y Lebrini, L Elmansouri, F Gadouali, ... American Journal of Remote Sensing 7 (2), 25-34, 2019 | 22 | 2019 |
Mapping and characterization of phenological changes over various farming systems in an arid and semi-arid region using multitemporal moderate spatial resolution data Y Lebrini, A Boudhar, A Laamrani, A Htitiou, H Lionboui, A Salhi, ... Remote Sensing 13 (4), 578, 2021 | 21 | 2021 |
Derivation of air temperature of agricultural areas of Morocco from remotely land surface temperature based on the updated Köppen-Geiger climate classification R Hadria, T Benabdelouahab, L Elmansouri, F Gadouali, H Ouatiki, ... Modeling Earth Systems and Environment 5, 1883-1892, 2019 | 18 | 2019 |
Classification and status monitoring of agricultural crops in central Morocco: a synergistic combination of OBIA approach and fused Landsat-Sentinel-2 data A Htitiou, A Boudhar, Y Lebrini, H Lionboui, A Chehbouni, ... Journal of Applied Remote Sensing 15 (1), 014504-014504, 2021 | 12 | 2021 |
Spatial assessment of losses in wheat production value: A need for an innovative approach to guide risk management policies H Lionboui, T Benabdelouahab, A Htitiou, Y Lebrini, A Boudhar, R Hadria, ... Remote Sensing Applications: Society and Environment 18, 100300, 2020 | 12 | 2020 |
Deep learning-based reconstruction of spatiotemporally fused satellite images for smart agriculture applications in a heterogeneous agricultural region A Htitiou, A Boudhar, Y Lebrini, T Benabdelouahab The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 9 | 2020 |
Using SAR data to detect wheat irrigation supply in an irrigated semi-arid area T Benabdelouahab, D Derauw, H Lionboui, R Hadria, B Tychon, ... J. Agric. Sci 11, 21, 2018 | 9 | 2018 |
Digitalization and agricultural development: Evidence from Morocco H Lionboui, A Boudhar, Y Lebrini, A Htitiou, F Elame, R Hadria, ... Food Security and Climate-Smart Food Systems: Building Resilience for the …, 2022 | 8 | 2022 |
Farming systems monitoring using machine learning and trend analysis methods based on fitted NDVI time series data in a semi-arid region of Morocco Y Lebrini, T Benabdelouahab, A Boudhar, A Htitiou, R Hadria, H Lionboui Remote Sensing for Agriculture, Ecosystems, and Hydrology XXI 11149, 235-241, 2019 | 8 | 2019 |
Mapping soil suitability using phenological information derived from MODIS time series data in a semi-arid region: A case study of Khouribga, Morocco M Ismaili, S Krimissa, M Namous, K Abdelrahman, A Boudhar, M Edahbi, ... Heliyon 10 (2), 2024 | 5 | 2024 |
Mapping and Spatial Analysis of Socio-Economic and Environmental Indicators for Sustainable Development N Rebai, M Mastere Springer International Publishing, 2020 | 5 | 2020 |
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) R Hadria, L Elmansouri, T Benabdelouahab, H Ouatiki, Y Lebrini, ... African Journal of Land Policy and Geospatial Sciences 2 (2), 135-148, 2019 | 4 | 2019 |