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 | 614 | 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 | 293 | 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 | 277 | 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 | 242 | 2018 |
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 | 188 | 2021 |
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 | 138 | 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 | 134 | 2018 |
Earth fissure hazard prediction using machine learning models B Choubin, A Mosavi, EH Alamdarloo, FS Hosseini, S Shamshirband, ... Environmental research, 108770, 2019 | 129 | 2019 |
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 | 124 | 2020 |
Novel ZnO-Ag/MWCNT nanocomposite for the photocatalytic degradation of phenol F Hosseini, A Kasaeian, F Pourfayaz, M Sheikhpour, D Wen Materials Science in Semiconductor Processing 83, 175-185, 2018 | 88 | 2018 |
Spatial prediction of soil erosion susceptibility using a fuzzy analytical network process: Application of the fuzzy decision making trial and evaluation laboratory approach F Sajedi‐Hosseini, B Choubin, K Solaimani, A Cerdà, A Kavian Land degradation & development 29 (9), 3092-3103, 2018 | 86 | 2018 |
Susceptibility prediction of groundwater hardness using ensemble machine learning models A Mosavi, FS Hosseini, B Choubin, M Abdolshahnejad, H Gharechaee, ... Water 12 (10), 2770, 2020 | 70 | 2020 |
Groundwater salinity susceptibility mapping using classifier ensemble and Bayesian machine learning models A Mosavi, FS Hosseini, B Choubin, M Goodarzi, AA Dineva Ieee Access 8, 145564-145576, 2020 | 59 | 2020 |
Susceptibility mapping of groundwater salinity using machine learning models A Mosavi, F Sajedi Hosseini, B Choubin, F Taromideh, M Ghodsi, ... Environmental Science and Pollution Research 28, 10804-10817, 2021 | 57 | 2021 |
Towards an ensemble machine learning model of random subspace based functional tree classifier for snow avalanche susceptibility mapping A Mosavi, A Shirzadi, B Choubin, F Taromideh, FS Hosseini, M Borji, ... IEEE Access 8, 145968-145983, 2020 | 57 | 2020 |
An ensemble forecast of semi‐arid rainfall using large‐scale climate predictors B Choubin, A Malekian, S Samadi, S Khalighi‐Sigaroodi, ... Meteorological Applications 24 (3), 376-386, 2017 | 57 | 2017 |
Effects of drought on vegetative cover changes: Investigating spatiotemporal patterns B Choubin, F Soleimani, A Pirnia, F Sajedi-Hosseini, H Alilou, O Rahmati, ... Extreme hydrology and climate variability, 213-222, 2019 | 55 | 2019 |
Mass wasting susceptibility assessment of snow avalanches using machine learning models B Choubin, M Borji, FS Hosseini, A Mosavi, AA Dineva Scientific reports 10 (1), 18363, 2020 | 52 | 2020 |
Towards a flood vulnerability assessment of watershed using integration of decision-making trial and evaluation laboratory, analytical network process, and fuzzy theories FS Hosseini, SK Sigaroodi, A Salajegheh, A Moghaddamnia, B Choubin Environmental Science and Pollution Research 28, 62487-62498, 2021 | 47 | 2021 |
Land degradation risk mapping using topographic, human-induced, and geo-environmental variables and machine learning algorithms, for the Pole-Doab watershed, Iran A Torabi Haghighi, H Darabi, Z Karimidastenaei, AA Davudirad, ... Environmental Earth Sciences 80, 1-21, 2021 | 37 | 2021 |