| Multi-layer perceptron hybrid model integrated with the firefly optimizer algorithm for windspeed prediction of target site using a limited set of neighboring reference station … RC Deo, MA Ghorbani, S Samadianfard, T Maraseni, M Bilgili, M Biazar Renewable energy 116, 309-323, 2018 | 136 | 2018 |
| Long-term monthly average temperature forecasting in some climate types of Iran, using the models SARIMA, SVR, and SVR-FA P Aghelpour, B Mohammadi, SM Biazar Theoretical and Applied Climatology 138 (3), 1471-1480, 2019 | 123 | 2019 |
| Dew point temperature estimation: application of artificial intelligence model integrated with nature-inspired optimization algorithms SR Naganna, PC Deka, MA Ghorbani, SM Biazar, N Al-Ansari, ... Water 11 (4), 742, 2019 | 86 | 2019 |
| Comparative study of time series models, support vector machines, and GMDH in forecasting long-term evapotranspiration rates in northern Iran A Ashrafzadeh, O Kişi, P Aghelpour, SM Biazar, MA Masouleh Journal of Irrigation and Drainage Engineering 146 (6), 04020010, 2020 | 65 | 2020 |
| Estimation of daily pan evaporation using neural networks and meta-heuristic approaches A Ashrafzadeh, A Malik, V Jothiprakash, MA Ghorbani, SM Biazar ISH Journal of Hydraulic Engineering 26 (4), 421-429, 2020 | 52 | 2020 |
| Support vector machines and feed-forward neural networks for spatial modeling of groundwater qualitative parameters M Isazadeh, SM Biazar, A Ashrafzadeh Environmental Earth Sciences 76, 1-14, 2017 | 50 | 2017 |
| Evaporation process modelling over northern Iran: application of an integrative data-intelligence model with the krill herd optimization algorithm A Ashrafzadeh, MA Ghorbani, SM Biazar, ZM Yaseen Hydrological Sciences Journal 64 (15), 1843-1856, 2019 | 49 | 2019 |
| Sensitivity analysis of the reference crop evapotranspiration in a humid region SM Biazar, Y Dinpashoh, VP Singh Environmental Science and Pollution Research 26, 32517-32544, 2019 | 47 | 2019 |
| Impact of climate change on streamflow timing (case study: Guilan Province) Y Dinpashoh, VP Singh, SM Biazar, S Kavehkar Theoretical and Applied Climatology 138, 65-76, 2019 | 47 | 2019 |
| A theoretical approach for forecasting different types of drought simultaneously, using entropy theory and machine-learning methods P Aghelpour, B Mohammadi, SM Biazar, O Kisi, Z Sourmirinezhad ISPRS International Journal of Geo-Information 9 (12), 701, 2020 | 44 | 2020 |
| New input selection procedure for machine learning methods in estimating daily global solar radiation SM Biazar, V Rahmani, M Isazadeh, O Kisi, Y Dinpashoh Arabian Journal of Geosciences 13, 1-17, 2020 | 37 | 2020 |
| An investigation on spatial and temporal trends in frost indices in Northern Iran SM Biazar, FB Ferdosi Theoretical and Applied Climatology, 2020 | 26 | 2020 |
| Simulating Caspian Sea surface water level by artificial neural network and support vector machine models MR Khaledian, M Isazadeh, SM Biazar, QB Pham Acta Geophysica 68, 553-563, 2020 | 26 | 2020 |
| Estimation of evaporation from saline-water with more efficient input variables SM Biazar, AF Fard, VP Singh, Y Dinpashoh, A Majnooni-Heris Pure and Applied Geophysics 177, 5599-5619, 2020 | 20 | 2020 |
| Multi-GCM ensemble model for reduction of uncertainty in runoff projections H Gholami, M Lotfirad, SM Ashrafi, SM Biazar, VP Singh Stochastic Environmental Research and Risk Assessment 37 (3), 953-964, 2023 | 11 | 2023 |
| Estimation of evaporation from saline water SM Biazar, AF Fard, VP Singh, Y Dinpashoh, A Majnooni-Heris Environmental Monitoring and Assessment 192, 1-17, 2020 | 11 | 2020 |
| Investigating the impact of input variable selection on daily solar radiation prediction accuracy using data-driven models: a case study in northern Iran MS Jahangir, SM Biazar, D Hah, J Quilty, M Isazadeh Stochastic Environmental Research and Risk Assessment 36 (1), 225-249, 2022 | 8 | 2022 |
| Estimation of aquifer qualitative parameters in Guilans plain using gamma test and support vector machine and artificial neural network models M ISAZADEH, SM Biazar, A ASHRAFZADEH, R Khanjani JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY 20 (68100395), 1-21, 2019 | 6 | 2019 |
| Uncertainty of Artificial Neural Networks for Daily Evaporation Prediction (Case Study: Rasht and Manjil Stations) SM Biazar, MA ghorbani, kaka shahedi Journal of Watershed Management Research 10 (19), 1-12, 2019 | 5 | 2019 |
| Closure to “comparative study of time series models, support vector machines, and gmdh in forecasting long-term evapotranspiration rates in northern Iran” by Afshin Ashrafzadeh … A Ashrafzadeh, O Kişi, P Aghelpour, S Mostafa Biazar, ... Journal of Irrigation and Drainage Engineering 147 (6), 07021006, 2021 | 3 | 2021 |
