| An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines B Choubin, E Moradi, M Golshan, J Adamowski, F Sajedi-Hosseini, ... Science of The Total Environment 651, 2087-2096, 2019 | 666 | 2019 |
| Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques H Darabi, B Choubin, O Rahmati, AT Haghighi, B Pradhan, B Kløve Journal of hydrology 569, 142-154, 2019 | 397 | 2019 |
| A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination F Sajedi-Hosseini, A Malekian, B Choubin, O Rahmati, S Cipullo, ... Science of the total environment 644, 954-962, 2018 | 316 | 2018 |
| Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method FS Hosseini, B Choubin, A Mosavi, N Nabipour, S Shamshirband, ... Science of the total environment 711, 135161, 2020 | 299 | 2020 |
| River suspended sediment modelling using the CART model: A comparative study of machine learning techniques B Choubin, H Darabi, O Rahmati, F Sajedi-Hosseini, B Kløve Science of the Total Environment 615, 272-281, 2018 | 266 | 2018 |
| Integrated machine learning methods with resampling algorithms for flood susceptibility prediction E Dodangeh, B Choubin, AN Eigdir, N Nabipour, M Panahi, ... Science of the Total Environment 705, 135983, 2020 | 236 | 2020 |
| Ensemble boosting and bagging based machine learning models for groundwater potential prediction A Mosavi, F Sajedi Hosseini, B Choubin, M Goodarzi, AA Dineva, ... Water Resources Management 35, 23-37, 2021 | 214 | 2021 |
| Multiple linear regression, multi-layer perceptron network and adaptive neuro-fuzzy inference system for the prediction of precipitation based on large-scale climate signals B Choubin, S Khalighi-Sigaroodi, A Malekian, Ö Kişi Hydrological Sciences Journal 61 (6), 1001-1009, 2016 | 203 | 2016 |
| Evaluating urban flood risk using hybrid method of TOPSIS and machine learning E Rafiei-Sardooi, A Azareh, B Choubin, AH Mosavi, JJ Clague International Journal of Disaster Risk Reduction 66, 102614, 2021 | 195 | 2021 |
| Predicting uncertainty of machine learning models for modelling nitrate pollution of groundwater using quantile regression and UNEEC methods O Rahmati, B Choubin, A Fathabadi, F Coulon, E Soltani, H Shahabi, ... Science of the Total Environment 688, 855-866, 2019 | 193 | 2019 |
| Spatial hazard assessment of the PM10 using machine learning models in Barcelona, Spain B Choubin, M Abdolshahnejad, E Moradi, X Querol, A Mosavi, ... Science of The Total Environment, 134474, 2020 | 153 | 2020 |
| Snow avalanche hazard prediction using machine learning methods B Choubin, M Borji, A Mosavi, F Sajedi-Hosseini, VP Singh, ... Journal of Hydrology 577, 123929, 2019 | 149 | 2019 |
| Precipitation forecasting using classification and regression trees (CART) model: a comparative study of different approaches B Choubin, G Zehtabian, A Azareh, E Rafiei-Sardooi, F Sajedi-Hosseini, ... Environmental earth sciences 77, 1-13, 2018 | 149 | 2018 |
| Susceptibility mapping of soil water erosion using machine learning models A Mosavi, F Sajedi-Hosseini, B Choubin, F Taromideh, G Rahi, AA Dineva Water 12 (7), 1995, 2020 | 135 | 2020 |
| Earth fissure hazard prediction using machine learning models B Choubin, A Mosavi, EH Alamdarloo, FS Hosseini, S Shamshirband, ... Environmental Research, 108770, 2019 | 133 | 2019 |
| Evaluation of watershed health using Fuzzy-ANP approach considering geo-environmental and topo-hydrological criteria H Alilou, O Rahmati, VP Singh, B Choubin, B Pradhan, S Keesstra, ... Journal of environmental management 232, 22-36, 2019 | 124 | 2019 |
| Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions B Choubin, A Malekian Environmental earth sciences 76, 1-10, 2017 | 120 | 2017 |
| Drought forecasting in a semi-arid watershed using climate signals: a neuro-fuzzy modeling approach B Choubin, S Khalighi-Sigaroodi, A Malekian, S Ahmad, P Attarod Journal of Mountain Science 11, 1593-1605, 2014 | 118 | 2014 |
| Ensemble models of GLM, FDA, MARS, and RF for flood and erosion susceptibility mapping: a priority assessment of sub-basins A Mosavi, M Golshan, S Janizadeh, B Choubin, AM Melesse, AA Dineva Geocarto International 37 (9), 2541-2560, 2022 | 110 | 2022 |
| Streamflow regionalization using a similarity approach in ungauged basins: Application of the geo-environmental signatures in the Karkheh River Basin, Iran B Choubin, K Solaimani, F Rezanezhad, MH Roshan, A Malekian, ... Catena 182, 104128, 2019 | 93 | 2019 |