| 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 | 69 | 2019 |
| 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 | 36 | 2022 |
| 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 | 31 | 2021 |
| National-scale cropland mapping based on phenological metrics, environmental covariates, and machine learning on Google Earth Engine A Htitiou, A Boudhar, A Chehbouni, T Benabdelouahab Remote Sensing 13 (21), 4378, 2021 | 26 | 2021 |
| 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 | 21 | 2020 |
| 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 | 16 | 2021 |
| Deep learning-based spatiotemporal fusion approach for producing high-resolution NDVI time-series datasets A Htitiou, A Boudhar, T Benabdelouahab Canadian Journal of Remote Sensing 47 (2), 182-197, 2021 | 12 | 2021 |
| High-resolution monitoring of the snow cover on the Moroccan Atlas through the spatio-temporal fusion of Landsat and Sentinel-2 images M Bousbaa, A Htitiou, A Boudhar, Y Eljabiri, H Elyoussfi, H Bouamri, ... Remote Sensing 14 (22), 5814, 2022 | 10 | 2022 |
| 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 | 10 | 2020 |
| 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 | 9 | 2021 |
| Assessment of soil suitability using machine learning in arid and semi-arid regions M Ismaili, S Krimissa, M Namous, A Htitiou, K Abdelrahman, MS Fnais, ... Agronomy 13 (1), 165, 2023 | 8 | 2023 |
| 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 |
| 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 | 5 | 2022 |
| 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 | 4 | 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 on Land Policy and Geospatial Sciences 2 (2), 135-148, 2019 | 3 | 2019 |
| Landslide susceptibility assessment along the Expressway Taza-El Hoceima, North-East Morocco, using machine learning algorithm H Cherifi, AA Chaouni, I Raini, A Htitiou Arabian Journal of Geosciences 15 (22), 1685, 2022 | 2 | 2022 |
| Towards a Deep Learning-based Spatio-temporal Fusion Approach for Accurately Improving Snow Cover Mapping: A Case Study in the Moroccan Atlas Mountains with Performance Evaluation M Bousbaa, A Boudhar, C Kinnard, H Elyoussfi, N Elbouanani, A Htitiou, ... EGU24, 2024 | 1 | 2024 |
| A method for robust estimation of snow seasonality metrics from Landsat and Sentinel-2 time series data over Atlas Mountains scale using Google Earth Engine Y El jabiri, A Boudhar, A Htitiou, EA Sproles, M Bousbaa, H Bouamri, ... Geocarto International 39 (1), 2313001, 2024 | 1 | 2024 |
| MODELING WHEAT YIELD BY USING PHENOLOGYCAL METRICS DERIVED FROM SENTINEL2 IN ARID AND SEMI-ARID REGIONS-A CASE STUDY IN MOROCCO A Idrissi, A Htitiou, S Nadem, A Boudhar, Y Lebrini, T Benabdelouahab African Journal of Land Policy and Geospatial Sciences 5 (5), 1-18, 2023 | 1 | 2023 |
| Towards operational mapping and estimation of snow cover phenology parameters in the Atlas Mountains, Morocco, using multi-sensor satellite data and Google Earth Engine. A Boudhar, A Htitiou, E Sproles, M Bousbaa, H Bouamri, A Chehbouni EGU24, 2024 | | 2024 |
Abdelghani BoudharSultan Moulay Slimane University, MoroccoVerified email at usms.ma
