| Performance of machine learning methods in predicting water quality index based on irregular data set: application on Illizi region (Algerian southeast) S Kouadri, A Elbeltagi, ARMT Islam, S Kateb Applied Water Science 11 (12), 190, 2021 | 153 | 2021 |
| A review on emerging water contaminants and the application of sustainable removal technologies R Kumar, M Qureshi, DK Vishwakarma, N Al-Ansari, A Kuriqi, A Elbeltagi, ... Case Studies in Chemical and Environmental Engineering 6, 100219, 2022 | 148 | 2022 |
| Estimation of SPEI meteorological drought using machine learning algorithms A Mokhtar, M Jalali, H He, N Al-Ansari, A Elbeltagi, K Alsafadi, HG Abdo, ... IEEE Access 9, 65503-65523, 2021 | 106 | 2021 |
| The impact of climate changes on the water footprint of wheat and maize production in the Nile Delta, Egypt A Elbeltagi, MR Aslam, A Malik, B Mehdinejadiani, A Srivastava, ... Science of the Total Environment 743, 140770, 2020 | 105 | 2020 |
| Prediction of irrigation groundwater quality parameters using ANN, LSTM, and MLR models S Kouadri, CB Pande, B Panneerselvam, KN Moharir, A Elbeltagi Environmental Science and Pollution Research, 1-25, 2022 | 94 | 2022 |
| Groundwater level prediction using machine learning algorithms in a drought-prone area QB Pham, M Kumar, F Di Nunno, A Elbeltagi, F Granata, ARMT Islam, ... Neural Computing and Applications 34 (13), 10751-10773, 2022 | 89 | 2022 |
| Modeling long-term dynamics of crop evapotranspiration using deep learning in a semi-arid environment A Elbeltagi, J Deng, K Wang, A Malik, S Maroufpoor Agricultural Water Management 241, 106334, 2020 | 85 | 2020 |
| Estimation of crop and forest biomass resources in a semi-arid region using satellite data and GIS CB Pande, KN Moharir, SK Singh, AM Varade, A Elbeltagi, SFR Khadri, ... Journal of the Saudi Society of Agricultural Sciences 20 (5), 302-311, 2021 | 83 | 2021 |
| Delineation of groundwater potential zones for sustainable development and planning using analytical hierarchy process (AHP), and MIF techniques CB Pande, KN Moharir, B Panneerselvam, SK Singh, A Elbeltagi, ... Applied Water Science 11 (12), 186, 2021 | 81 | 2021 |
| Methods to estimate evapotranspiration in humid and subtropical climate conditions DK Vishwakarma, K Pandey, A Kaur, NL Kushwaha, R Kumar, R Ali, ... Agricultural Water Management 261, 107378, 2022 | 74 | 2022 |
| Spatiotemporal trends in reference evapotranspiration and its driving factors in Bangladesh JN Jerin, HMT Islam, ARMT Islam, S Shahid, Z Hu, MA Badhan, R Chu, ... Theoretical and Applied climatology 144, 793-808, 2021 | 74 | 2021 |
| Prediction of combined terrestrial evapotranspiration index (CTEI) over large river basin based on machine learning approaches A Elbeltagi, N Kumari, JK Dharpure, A Mokhtar, K Alsafadi, M Kumar, ... Water 13 (4), 547, 2021 | 70 | 2021 |
| Crop Water footprint estimation and modeling using an artificial neural network approach in the Nile Delta, Egypt A Elbeltagi, J Deng, K Wang, Y Hong Agricultural Water Management 235, 2020 | 68 | 2020 |
| Data-driven models for predicting solar radiation in semi-arid regions M Jamei, N Bailek, K Bouchouicha, MA Hassan, A Elbeltagi, A Kuriqi, ... Computers, Materials and Continua 74 (1), 1625-1640, 2023 | 67 | 2023 |
| Data intelligence model and meta-heuristic algorithms-based pan evaporation modelling in two different agro-climatic zones: a case study from Northern India NL Kushwaha, J Rajput, A Elbeltagi, AY Elnaggar, DR Sena, ... Atmosphere 12 (12), 1654, 2021 | 66 | 2021 |
| Application of stacking hybrid machine learning algorithms in delineating multi-type flooding in Bangladesh M Rahman, N Chen, A Elbeltagi, MM Islam, M Alam, HR Pourghasemi, ... Journal of Environmental Management 295, 113086, 2021 | 64 | 2021 |
| Applications of various data-driven models for the prediction of groundwater quality index in the Akot basin, Maharashtra, India A Elbeltagi, CB Pande, S Kouadri, ARMT Islam Environmental Science and Pollution Research, 1-15, 2022 | 63 | 2022 |
| Landslide susceptibility mapping with deep learning algorithms JM Habumugisha, N Chen, M Rahman, MM Islam, H Ahmad, A Elbeltagi, ... Sustainability 14 (3), 1734, 2022 | 60 | 2022 |
| Development of new machine learning model for streamflow prediction: Case studies in Pakistan RM Adnan, RR Mostafa, A Elbeltagi, ZM Yaseen, S Shahid, O Kisi Stochastic Environmental Research and Risk Assessment, 1-35, 2022 | 58 | 2022 |
| Water quality index modeling using random forest and improved SMO algorithm for support vector machine in Saf-Saf river basin B Sakaa, A Elbeltagi, S Boudibi, H Chaffaï, ARMT Islam, LC Kulimushi, ... Environmental Science and Pollution Research 29 (32), 48491-48508, 2022 | 54 | 2022 |
