Using MARS, SVM, GEP and empirical equations for estimation of monthly mean reference evapotranspiration S Mehdizadeh, J Behmanesh, K Khalili Computers and electronics in agriculture 139, 103-114, 2017 | 236 | 2017 |
Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm B Mohammadi, S Mehdizadeh Agricultural Water Management 237, 106145, 2020 | 212 | 2020 |
Hybrid models to improve the monthly river flow prediction: Integrating artificial intelligence and non-linear time series models F Fathian, S Mehdizadeh, AK Sales, MJS Safari Journal of Hydrology 575, 1200-1213, 2019 | 105 | 2019 |
Estimation of daily reference evapotranspiration (ETo) using artificial intelligence methods: Offering a new approach for lagged ETo data-based modeling S Mehdizadeh Journal of hydrology 559, 794-812, 2018 | 95 | 2018 |
Hybrid artificial intelligence-time series models for monthly streamflow modeling S Mehdizadeh, F Fathian, JF Adamowski Applied Soft Computing 80, 873-887, 2019 | 80 | 2019 |
Developing novel robust models to improve the accuracy of daily streamflow modeling B Mohammadi, F Ahmadi, S Mehdizadeh, Y Guan, QB Pham, NTT Linh, ... Water Resources Management 34, 3387-3409, 2020 | 79 | 2020 |
Comparison of artificial intelligence methods and empirical equations to estimate daily solar radiation S Mehdizadeh, J Behmanesh, K Khalili Journal of Atmospheric and Solar-Terrestrial Physics 146, 215-227, 2016 | 79 | 2016 |
Application of an artificial intelligence technique enhanced with intelligent water drops for monthly reference evapotranspiration estimation F Ahmadi, S Mehdizadeh, B Mohammadi, QB Pham, TNC Doan, ND Vo Agricultural Water Management 244, 106622, 2021 | 76 | 2021 |
Drought modeling using classic time series and hybrid wavelet-gene expression programming models S Mehdizadeh, F Ahmadi, AD Mehr, MJS Safari Journal of Hydrology 587, 125017, 2020 | 66 | 2020 |
Application of gene expression programming to predict daily dew point temperature S Mehdizadeh, J Behmanesh, K Khalili Applied Thermal Engineering 112, 1097-1107, 2017 | 59 | 2017 |
Comparative assessment of time series and artificial intelligence models to estimate monthly streamflow: a local and external data analysis approach S Mehdizadeh, F Fathian, MJS Safari, JF Adamowski Journal of Hydrology 579, 124225, 2019 | 58 | 2019 |
A novel hybrid dragonfly optimization algorithm for agricultural drought prediction P Aghelpour, B Mohammadi, S Mehdizadeh, H Bahrami-Pichaghchi, ... Stochastic Environmental Research and Risk Assessment 35 (12), 2459-2477, 2021 | 52 | 2021 |
Evaluating the performance of artificial intelligence methods for estimation of monthly mean soil temperature without using meteorological data S Mehdizadeh, J Behmanesh, K Khalili Environmental Earth Sciences 76, 1-16, 2017 | 50 | 2017 |
Developing novel hybrid models for estimation of daily soil temperature at various depths S Mehdizadeh, F Fathian, MJS Safari, A Khosravi Soil and Tillage Research 197, 104513, 2020 | 49 | 2020 |
Using AR, MA, and ARMA time series models to improve the performance of MARS and KNN approaches in monthly precipitation modeling under limited climatic data S Mehdizadeh Water Resources Management 34, 263-282, 2020 | 49 | 2020 |
New approaches for estimation of monthly rainfall based on GEP-ARCH and ANN-ARCH hybrid models S Mehdizadeh, J Behmanesh, K Khalili Water resources management 32, 527-545, 2018 | 49 | 2018 |
Development of bio-inspired-and wavelet-based hybrid models for reconnaissance drought index modeling F Ahmadi, S Mehdizadeh, B Mohammadi Water Resources Management 35 (12), 4127-4147, 2021 | 48 | 2021 |
Estimation of soil temperature using gene expression programming and artificial neural networks in a semiarid region J Behmanesh, S Mehdizadeh Environmental Earth Sciences 76, 1-15, 2017 | 44 | 2017 |
A comparative study of autoregressive, autoregressive moving average, gene expression programming and Bayesian networks for estimating monthly streamflow S Mehdizadeh, A Kozekalani Sales Water Resources Management 32, 3001-3022, 2018 | 43 | 2018 |
A comparison of monthly precipitation point estimates at 6 locations in Iran using integration of soft computing methods and GARCH time series model S Mehdizadeh, J Behmanesh, K Khalili Journal of Hydrology 554, 721-742, 2017 | 42 | 2017 |