| Groundwater quality forecasting using machine learning algorithms for irrigation purposes A El Bilali, A Taleb, Y Brouziyne Agricultural Water Management 245, 106625, 2021 | 263 | 2021 |
| Prediction of irrigation water quality parameters using machine learning models in a semi-arid environment A El Bilali, A Taleb Journal of the Saudi Society of Agricultural Sciences 19 (7), 439-451, 2020 | 145 | 2020 |
| An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation A El Bilali, T Abdeslam, N Ayoub, H Lamane, MA Ezzaouini, A Elbeltagi Journal of Environmental Management 327, 116890, 2023 | 101 | 2023 |
| An integrated approach based on Gaussian noises-based data augmentation method and AdaBoost model to predict faecal coliforms in rivers with small dataset AEL Bilali, A Taleb, MA Bahlaoui, Y Brouziyne Journal of Hydrology 599, 126510, 2021 | 54 | 2021 |
| Application of HEC-RAS and HEC-LifeSim models for flood risk assessment A El Bilali, A Taleb, I Boutahri Journal of Applied Water Engineering and Research 9 (4), 336-351, 2021 | 38 | 2021 |
| A practical probabilistic approach for simulating life loss in an urban area associated with a dam-break flood AEL Bilali, I Taleb, A Nafii, A Taleb International Journal of Disaster Risk Reduction 76, 103011, 2022 | 37 | 2022 |
| A framework based on multivariate distribution-based virtual sample generation and DNN for predicting water quality with small data A El Bilali, H Lamane, A Taleb, A Nafii Journal of Cleaner Production 368, 133227, 2022 | 31 | 2022 |
| Predicting daily pore water pressure in embankment dam: Empowering Machine Learning-based modeling A El Bilali, M Moukhliss, A Taleb, A Nafii, B Alabjah, Y Brouziyne, ... Environmental Science and Pollution Research 29 (31), 47382-47398, 2022 | 28 | 2022 |
| Comparing four machine learning model performances in forecasting the alluvial aquifer level in a semi-arid region A El Bilali, A Taleb, Y Brouziyne Journal of African Earth Sciences 181, 104244, 2021 | 27 | 2021 |
| Prediction of sodium adsorption ratio and chloride concentration in a coastal aquifer under seawater intrusion using machine learning models A El Bilali, A Taleb, A Nafii, B Alabjah, N Mazigh Environmental Technology & Innovation 23, 101641, 2021 | 25 | 2021 |
| Modeling long term response of environmental flow attributes to future climate change in a North African watershed (Bouregreg watershed, Morocco) Y Brouziyne, S Belaqziz, L Benaabidate, A Aboubdillah, A El Bilali, ... Ecohydrology & Hydrobiology 22 (1), 155-167, 2022 | 21 | 2022 |
| Comparison of a data-based model and a soil erosion model coupled with multiple linear regression for the prediction of reservoir sedimentation in a semi-arid environment A EL Bilali, A Taleb, B EL Idrissi, Y Brouziyne, N Mazigh Euro-Mediterranean Journal for Environmental Integration 5, 1-13, 2020 | 21 | 2020 |
| Prediction of chemical water quality used for drinking purposes based on artificial neural networks AEL Bilali, A Taleb, N Mazigh, M Mokhliss Moroccan Journal of Chemistry 8 (3), 8-3 (2020) 665-672, 2020 | 20 | 2020 |
| Predicting daily suspended sediment load using machine learning and NARX hydro-climatic inputs in semi-arid environment MA Ezzaouini, G Mahé, I Kacimi, A El Bilali, A Zerouali, A Nafii Water 14 (6), 862, 2022 | 16 | 2022 |
| A framework based on high-resolution imagery datasets and MCS for forecasting evaporation loss from small reservoirs in groundwater-based agriculture A El Bilali, Y Taghi, O Briouel, A Taleb, Y Brouziyne Agricultural Water Management 262, 107434, 2022 | 12 | 2022 |
| The effect of erosion control practices on the vulnerability of soil degradation in Oued EL Malleh catchment using the USLE model integrated into GIS, Morocco N Mazigh, A Taleb, A El Bilali, A Ballah Trends in Sciences 19 (2), 2059-2059, 2022 | 12 | 2022 |
| Towards lower greenhouse gas emissions agriculture in North Africa through climate-smart agriculture: a systematic review Y Brouziyne, A El Bilali, T Epule Epule, V Ongoma, A Elbeltagi, J Hallam, ... Climate 11 (7), 139, 2023 | 8 | 2023 |
| An approach based on multivariate distribution and Gaussian copulas to predict groundwater quality using DNN models in a data scarce environment A Nafii, H Lamane, A Taleb, A El Bilali MethodsX 10, 102034, 2023 | 8 | 2023 |
| Prediction of irrigation water quality parameters using machine learning models in a semi-arid environment. J Saudi Soc Agric Sci 19: 439–451 A El Bilali, A Taleb | 7 | 2020 |
| Understanding the trade-offs between climate change-induced aridity and agricultural water demand in the Souss basin, Morocco O Attar, Y Brouziyne, L Bouchaou, A El Bilali, Y Ait Brahim, A Chehbouni Frontiers in Water 6, 1270078, 2024 | 5 | 2024 |
Dr.Youssef BrouziyneInternational Water Management Institute (IWMI)Verified email at cgiar.org