Ahmed Elbeltagi

Performance of machine learning methods in predicting water quality index based on irregular data set: application on Illizi region (Algerian southeast)

Saber Kouadri, Ahmed Elbeltagi, Abu Reza Md. Towfiqul Islam et al. · Applied Water Science · 2021 · 280 citations · Full text

Natural Resources, Environmental Engineering, Water Resources Management +10

Estimation of SPEI Meteorological Drought Using Machine Learning Algorithms

Ali Mokhtar, Mohammadnabi Jalali, Hongming He et al. · IEEE Access · 2021 · 228 citations · Full text

Natural Resources, Earth Sciences, Water Resources Management +17

Groundwater level prediction using machine learning algorithms in a drought-prone area

Quoc Bao Pham, Manish Kumar, Fabio Di Nunno et al. · Neural Computing and Applications · 2022 · 199 citations

Natural Resources, Earth Sciences, Hydrology +14

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 · 191 citations

Computing, Computer Science, Hydrology +13

Prediction of irrigation groundwater quality parameters using ANN, LSTM, and MLR models

Saber Kouadri, Chaitanya B. Pande, Balamurugan Panneerselvam et al. · Environmental Science and Pollution Research · 2021 · 180 citations

Engineering, Agricultural Engineering, Earth Sciences +11