Machine Learning and Deep Learning Guided Assessment of Groundwater Reservoir Hydrodynamic Parameters: A Case Study of The El Haouz Aquifer

Open Access

Issue		E3S Web Conf. Volume 489, 2024 4^th International GIRE3D Congress “Participatory and Integrated Management of Water Resources in Arid Zones” (GIRE3D 2023)


Article Number		04005
Number of page(s)		5
Section		Numerical Modeling, Remote Sensing, Geomatic & Application of Intelligence Artificielle
DOI		https://doi.org/10.1051/e3sconf/202448904005
Published online		09 February 2024

G. Bernet J. Prost, Ressources en Eau du Maroc. 2, 399 (1975) [Google Scholar]
M. Sinan, Ecole Mohammadia d’Ingénieurs, Maroc, (2000) [Google Scholar]
M. Hssaisoune, L. Bouchaou, A. Sifeddine, I. Bouimetarhan, A. Chehbouni, Geosciences. 10(2), 81 (2020) [CrossRef] [Google Scholar]
K. Boukhari, Y. Fakir, T. Stigter, Y. Hajhouji, G. Boulet, Environmental Earth Sciences. 73, 6195-6212 (2015) [CrossRef] [Google Scholar]
R.G. Maliva, Aquifer characterization techniques. 10. Springer (2016) [Google Scholar]
B. El Mansouri L. El Mezouary, Proceedings of the International Association of Hydrological Sciences. 366, 155-156 (2015) [CrossRef] [Google Scholar]
E. El Mrabet, L. El Mezouary, B. El Mansouri. A study of water infiltration basin and clogging using column experiments. in E3S Web of Conferences. EDP Sciences. (2021) [Google Scholar]
M.L. SADIKI, B. El MANSOURI, B. BENSEDDIK, C. Jamal, K. Malika, L. El MEZOUARY, Journal of Groundwater Science and Engineering. 7(3), 224-236 (2019) [Google Scholar]
L. El Mezouary, B. El Mansouri, A. Moumen, M. El Bouhaddioui. Coupling of numerical flow model with the Susceptibility Index method (SI) to assess the groundwater vulnerability to pollution. in Proceedings of the 4th Edition of International Conference on Geo-IT and Water Resources 2020, Geo-IT and Water Resources 2020. (2020) [Google Scholar]
M. Ben-Daoud, B. El Mahrad, I. Elhassnaoui, A. Moumen, A. Sayad, M. ELbouhadioui, G.A. Moroşanu, L. El Mezouary, A. Essahlaoui, S. Eljaafari, Environmental Challenges. 3, 100062 (2021) [CrossRef] [Google Scholar]
M. Ben-Daoud, B. El Mahrad, G.A. Moroşanu, I. Elhassnaoui, A. Moumen, L. El Mezouary, M. ELbouhaddioui, A. Essahlaoui, S. Eljaafari, Environmental Management. 71(6), 1129-1144 (2023) [CrossRef] [PubMed] [Google Scholar]
Y. Draoui, F. Lahlou, J. Chao, L. El Mezouary, I. Al Mazini, M.J. El Hamidi, International Journal of Advanced Computer Science and Applications. 12(1), (2021) [Google Scholar]
L. El Mezouary, (2016) [Google Scholar]
P. Malakar, S. Sarkar, A. Mukherjee, S. Bhanja, A.Y. Sun, Use of machine learning and deep learning methods in groundwater, in Global groundwater. Elsevier. 545-557, (2021) [CrossRef] [Google Scholar]
L. El Mezouary, B. El Mansouri, M. El Bouhaddioui. Groundwater forecasting using a numerical flow model coupled with machine learning model for synthetic time series. in Proceedings of the 4th Edition of International Conference on GeoIT and Water Resources 2020, Geo-IT and Water Resources 2020. (2020) [Google Scholar]
L. El Mezouary, B. El Mansouri, S. Kabbaj, (2022) [Google Scholar]

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