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Haytam Elyoussfi
Haytam Elyoussfi
Ph.D. Candidate in Machine Learning & Geospatial Big Data at Mohammed VI Polytechnic University
Adresse e-mail validée de um6p.ma - Page d'accueil
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Deep learning approach with LSTM for daily streamflow prediction in a semi-arid area: a case study of Oum Er-Rbia river basin, Morocco
K Nifa, A Boudhar, H Ouatiki, H Elyoussfi, B Bargam, A Chehbouni
Water 15 (2), 262, 2023
312023
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
172022
An accurate snow cover product for the Moroccan Atlas Mountains: Optimization of the MODIS NDSI index threshold and development of snow fraction estimation models
M Bousbaa, A Boudhar, C Kinnard, H Elyoussfi, I Karaoui, Y Eljabiri, ...
International Journal of Applied Earth Observation and Geoinformation 129 …, 2024
42024
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
22024
Exploring Neural Network Performance in Hydrological Modeling in a Mountainous Region of Morocco: A Case Study on LSTM and GRU Architectures for Runoff Prediction
K Nifa, A Boudhar, H Elyoussfi, Y Eljabiri, M Bousbaa, B Bargam, ...
EGU24, 2024
12024
MorSnowAI v1. 0: An Open-Source Python Package for Empowering Artificial Intelligence in Snow Hydrology-A Comprehensive Toolbox
H Elyoussfi, A Boudhar, S Belaqziz, M Bousbaa, K Nifa, B Bargam, ...
EGU24, 2024
12024
Leveraging advanced deep learning and machine learning approaches for snow depth prediction using remote sensing and ground data
H Elyoussfi, A Boudhar, S Belaqziz, M Bousbaa, K Nifa, B Bargam, ...
Journal of Hydrology: Regional Studies 57, 102085, 2025
2025
Enhancing SVM’s robustness of weekly streamflow prediction based on three feature selection algorithms
B Bargam, A Boudhar, C Kinnard, K Nifa, M Bousbaa, H Elyoussfi, ...
EGU24, 2024
2024
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