Landslide susceptibility mapping at Vaz Watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function … M Zare, HR Pourghasemi, M Vafakhah, B Pradhan Arabian Journal of Geosciences 6, 2873-2888, 2013 | 425 | 2013 |
A wavelet-ANFIS hybrid model for groundwater level forecasting for different prediction periods V Moosavi, M Vafakhah, B Shirmohammadi, N Behnia Water resources management 27, 1301-1321, 2013 | 263 | 2013 |
Application of several data-driven techniques for predicting groundwater level B Shirmohammadi, M Vafakhah, V Moosavi, A Moghaddamnia Water Resources Management 27, 419-432, 2013 | 178 | 2013 |
Development and analysis of the Soil Water Infiltration Global database M Rahmati, L Weihermüller, J Vanderborght, YA Pachepsky, L Mao, ... Earth System Science Data 10 (3), 1237-1263, 2018 | 146 | 2018 |
Flood susceptibility assessment using extreme gradient boosting (EGB), Iran S Mirzaei, M Vafakhah, B Pradhan, SJ Alavi Earth Science Informatics 14, 51-67, 2021 | 88 | 2021 |
Optimization of wavelet-ANFIS and wavelet-ANN hybrid models by Taguchi method for groundwater level forecasting V Moosavi, M Vafakhah, B Shirmohammadi, M Ranjbar Arabian Journal for Science and Engineering 39, 1785-1796, 2014 | 75 | 2014 |
Improving runoff behavior resulting from direct inoculation of soil micro-organisms SH Sadeghi, H Kheirfam, M Homaee, BZ Darki, M Vafakhah Soil and Tillage Research 171, 35-41, 2017 | 71 | 2017 |
Application of artificial neural networks and adaptive neuro-fuzzy inference system models to short-term streamflow forecasting M Vafakhah Canadian Journal of Civil Engineering 39 (4), 402-414, 2012 | 66 | 2012 |
Spatiotemporal mapping of rainfall erosivity index for different return periods in Iran SH Sadeghi, M Zabihi, M Vafakhah, Z Hazbavi Natural Hazards 87, 35-56, 2017 | 64 | 2017 |
Comparing performance of random forest and adaptive neuro-fuzzy inference system data mining models for flood susceptibility mapping M Vafakhah, S Mohammad Hasani Loor, H Pourghasemi, A Katebikord Arabian Journal of Geosciences 13, 1-16, 2020 | 59 | 2020 |
Regional flood frequency analysis using support vector regression in arid and semi-arid regions of Iran E Sharifi Garmdareh, M Vafakhah, SS Eslamian Hydrological sciences journal 63 (3), 426-440, 2018 | 58 | 2018 |
Comparison of cokriging and adaptive neuro-fuzzy inference system models for suspended sediment load forecasting M Vafakhah Arabian Journal of Geosciences 6, 3003-3018, 2013 | 57 | 2013 |
Evaluating the support vector machine for suspended sediment load forecasting based on gamma test S Rashidi, M Vafakhah, EK Lafdani, MR Javadi Arabian Journal of Geosciences 9, 1-15, 2016 | 56 | 2016 |
Regional flood frequency analysis through some machine learning models in semi-arid regions P Allahbakhshian-Farsani, M Vafakhah, H Khosravi-Farsani, E Hertig Water Resources Management 34, 2887-2909, 2020 | 47 | 2020 |
Hydrology modelling in Taleghan mountainous watershed using SWAT H Noor, M Vafakhah, M Taheriyoun, M Moghadasi Journal of Water and Land Development, 2014 | 43 | 2014 |
Flood hazard mapping using synthesis hydraulic and geomorphic properties at watershed scale A Motevalli, M Vafakhah Stochastic Environmental Research and Risk Assessment 30, 1889-1900, 2016 | 42 | 2016 |
Water Resources Management Through Flood Spreading Project Suitability Mapping Using Frequency Ratio, k-nearest Neighbours, and Random Forest Algorithms SA Naghibi, M Vafakhah, H Hashemi, B Pradhan, SJ Alavi Natural Resources Research 29, 1915-1933, 2020 | 41 | 2020 |
Rainfall–runoff modeling using support vector machine in snow-affected watershed F Sedighi, M Vafakhah, MR Javadi Arabian Journal for Science and Engineering 41 (10), 4065-4076, 2016 | 41 | 2016 |
Which one is more important in daily runoff forecasting using data driven models: Input data, model type, preprocessing or data length? V Moosavi, ZG Fard, M Vafakhah Journal of Hydrology 606, 127429, 2022 | 35 | 2022 |
Hybrid XGboost model with various Bayesian hyperparameter optimization algorithms for flood hazard susceptibility modeling S Janizadeh, M Vafakhah, Z Kapelan, N Mobarghaee Dinan Geocarto International 37 (25), 8273-8292, 2022 | 34 | 2022 |