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Bahram Choubin
Bahram Choubin
Assistant professor-West Azarbaijan Agricultural and Natural Resources Research Institute-AREEO
Verified email at ut.ac.ir - Homepage
Title
Cited by
Cited by
Year
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
3392019
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 KlÝve
Journal of hydrology 569, 142-154, 2019
2112019
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
1792018
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 KlÝve
Science of the Total Environment 615, 272-281, 2018
1632018
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
1422020
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, ÷ Kişi
Hydrological Sciences Journal 61 (6), 1001-1009, 2016
1282016
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
1022020
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
1002019
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 (6), 1593-1605, 2014
1002014
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
922020
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
882019
Earth fissure hazard prediction using machine learning models
B Choubin, A Mosavi, EH Alamdarloo, FS Hosseini, S Shamshirband, ...
Environmental Research, 108770, 2019
812019
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 (8), 1-13, 2018
812018
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 (1), 23-37, 2021
662021
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 (15), 1-10, 2017
652017
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
562019
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 Cerdŗ, A Kavian
Land degradation & development 29 (9), 3092-3103, 2018
552018
Application of several data-driven techniques to predict a standardized precipitation index
B Choubin, A Malekian, M Golshan
Atmůsfera 29 (2), 121-128, 2016
552016
Incorporating multi-criteria decision-making and fuzzy-value functions for flood susceptibility assessment
A Azareh, E Rafiei Sardooi, B Choubin, S Barkhori, A Shahdadi, ...
Geocarto International 36 (20), 2345-2365, 2021
512021
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
502020
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