Mohamed Abdellah Ezzaouini

An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation

Ali El Bilali, Taleb Abdeslam, Ayoub Nafii et al. · Journal of Environmental Management · 2022 · 159 citations

Engineering, Machine Learning, Data Science +12

Comparison of the MUSLE Model and Two Years of Solid Transport Measurement, in the Bouregreg Basin, and Impact on the Sedimentation in the Sidi Mohamed Ben Abdellah Reservoir, Morocco

Mohamed Abdellah Ezzaouini, Gil Mahé, Ilias Kacimi et al. · Water · 2020 · 44 citations · Full text

Engineering, Hydrologic Engineering, Earth Science +21

Predicting Daily Suspended Sediment Load Using Machine Learning and NARX Hydro-Climatic Inputs in Semi-Arid Environment

Mohamed Abdellah Ezzaouini, Gil Mahé, Ilias Kacimi et al. · Water · 2022 · 26 citations · Full text

Hydrological Prediction, Engineering, Hydrologic Engineering +21

Spatiotemporal Assessment and Correction of Gridded Precipitation Products in North Western Morocco

Latifa Ait Dhmane, Jalal Moustadraf, Mariame Rachdane et al. · Atmosphere · 2023 · 20 citations · Full text

Earth Observation, Hydrological Prediction, Environmental Monitoring +26

Early Forecasting Hydrological and Agricultural Droughts in the Bouregreg Basin Using a Machine Learning Approach

Ayoub Nafii, Abdeslam Taleb, Mourad El Mesbahi et al. · Water · 2022 · 10 citations · Full text