Product
Help
Pricing
About
Jobs
Log in
Get started
Author
Add to collection
Ali El Bilali
Observed names:
Ali EL Bilali,
Ali Elbilali,
Bilali, Ali El,
EL Bilali, A.
Institution:
Université Mohammed VI Polytechnique
Observed institutions:
Université Mohammed VI Polytechnique,
Université Hassan II Mohammedia,
University of Hassan II Casablanca
ORCID:
0000-0002-5744-3086
Observed ORCID:
0000-0002-5744-3086
OpenAlex ID:
A5062068385
Groundwater quality forecasting using machine learning algorithms for irrigation purposes
2020
·
Ali El Bilali
, Abdeslam Taleb
, et al.
·
Agricultural Water Management
·
356
An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation
2022
·
Ali El Bilali
, Taleb Abdeslam
, et al.
·
Journal of Environmental Management
·
212
Prediction of irrigation water quality parameters using machine learning models in a semi-arid environment
2020
·
Ali El Bilali
, Abdeslam Taleb
·
Journal of the Saudi Society of Agricultural Sciences
·
178
An integrated approach based on Gaussian noises-based data augmentation method and AdaBoost model to predict faecal coliforms in rivers with small dataset
2021
·
Ali EL Bilali
, Abdeslam Taleb
, et al.
·
Journal of Hydrology
·
110
Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration
2024
·
Houda Lamane
, Latifa Mouhir
, et al.
·
International Journal of Sediment Research
·
96
A framework based on multivariate distribution-based virtual sample generation and DNN for predicting water quality with small data
2022
·
Ali El Bilali
, Houda Lamane
, et al.
·
Journal of Cleaner Production
·
56
A practical probabilistic approach for simulating life loss in an urban area associated with a dam-break flood
2022
·
Ali EL Bilali
, Imane Taleb
, et al.
·
International Journal of Disaster Risk Reduction
·
52
Predicting daily pore water pressure in embankment dam: Empowering Machine Learning-based modeling
2022
·
Ali El Bilali
, Mohammed Moukhliss
, et al.
·
Environmental Science and Pollution Research
·
48
Prediction of sodium adsorption ratio and chloride concentration in a coastal aquifer under seawater intrusion using machine learning models
2021
·
Ali El Bilali
, Abdeslam Taleb
, et al.
·
Environmental Technology & Innovation
·
44
Comparing four machine learning model performances in forecasting the alluvial aquifer level in a semi-arid region
2021
·
Ali El Bilali
, Abdeslam Taleb
, et al.
·
Journal of African Earth Sciences
·
44
Application of HEC-RAS and HEC-LifeSim models for flood risk assessment
2021
·
Ali El Bilali
, Abdeslam Taleb
, et al.
·
Journal of Applied Water Engineering and Research
·
44
A novel hybrid modeling approach based on empirical methods, PSO, XGBoost, and multiple GCMs for forecasting long-term reference evapotranspiration in a data scarce-area
2025
·
Ali EL Bilali
, Abdessamad Hadri
, et al.
·
Computers and Electronics in Agriculture
·
37
Predicting Daily Suspended Sediment Load Using Machine Learning and NARX Hydro-Climatic Inputs in Semi-Arid Environment
2022
·
Mohamed Abdellah Ezzaouini
, Gil Mahé
, et al.
·
Water
·
31
Modeling long term response of environmental flow attributes to future climate change in a North African watershed (Bouregreg watershed, Morocco)
2021
·
Youssef Brouziyne
, Salwa Belaqziz
, et al.
·
Ecohydrology & Hydrobiology
·
26
Towards Lower Greenhouse Gas Emissions Agriculture in North Africa through Climate-Smart Agriculture: A Systematic Review
2023
·
Youssef Brouziyne
, Ali El Bilali
, et al.
·
Climate
·
23
PDF
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
2020
·
Ali EL Bilali
, Abdeslam Taleb
, et al.
·
Euro-Mediterranean Journal for Environmental Integration
·
21
Understanding the trade-offs between climate change-induced aridity and agricultural water demand in the Souss basin, Morocco
2024
·
Oumaima Attar
, Youssef Brouziyne
, et al.
·
Frontiers in Water
·
19
PDF
Downscaling GRACE total water storage data using random forest: a three-round validation approach under drought conditions
2025
·
Youssef Hamou-Ali
, Nourlhouda Karmouda
, et al.
·
Frontiers in Water
·
18
PDF
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
2022
·
Nouhaila Mazigh
, Abdeslam Taleb
, et al.
·
Trends in Sciences
·
18
PDF
A framework based on high-resolution imagery datasets and MCS for forecasting evaporation loss from small reservoirs in groundwater-based agriculture
2021
·
Ali El Bilali
, Youssef Taghi
, et al.
·
Agricultural Water Management
·
18
A Novel Approach for Predicting peak flow from Breached Dam: Coupling Monte Carlo Simulation, Hydrodynamic Model, and an Interpretable XGBoost Model
2024
·
Ali El Bilali
, Abdeslam Taleb
·
Water Resources Management
·
16
An interpretable machine learning approach based on SHAP, Sobol and LIME values for precise estimation of daily soybean crop coefficients
2025
·
Ahmed Elbeltagi
, Aman Srivastava
, et al.
·
Scientific Reports
·
15
PDF
Early Forecasting Hydrological and Agricultural Droughts in the Bouregreg Basin Using a Machine Learning Approach
2022
·
Ayoub Nafii
, Abdeslam Taleb
, et al.
·
Water
·
15
PDF
Prediction of chemical water quality used for drinking purposes based on artificial neural networks
2020
·
EL Bilali, A.
, Taleb, A.
, et al.
·
Moroccan Journal of chemistry
·
15
Physics-informed machine learning algorithms for forecasting sediment yield: an analysis of physical consistency, sensitivity, and interpretability
2024
·
Ali El Bilali
, Youssef Brouziyne
, et al.
·
Environmental Science and Pollution Research
·
13
Show more works
View as search
Works count:
44
Citation count:
1,565
H-index:
18
I10-index:
25
Year
Topic
Type
