Pouya Aghelpour

Long-term monthly average temperature forecasting in some climate types of Iran, using the models SARIMA, SVR, and SVR-FA

Pouya Aghelpour, Babak Mohammadi, Seyed Mostafa Biazar · Theoretical and Applied Climatology · 2019 · 134 citations

Climatology, Meteorology, Numerical Weather Prediction +12

Evaluation of stochastic and artificial intelligence models in modeling and predicting of river daily flow time series

Pouya Aghelpour, Vahid Varshavian · Stochastic Environmental Research and Risk Assessment · 2020 · 84 citations

Engineering, Water Resources, Data Science +10

Simulation of Titicaca Lake Water Level Fluctuations Using Hybrid Machine Learning Technique Integrated with Grey Wolf Optimizer Algorithm

Babak Mohammadi, Yiqing Guan, Pouya Aghelpour et al. · Water · 2020 · 75 citations · Full text

Hydrological Prediction, Environmental Monitoring, Engineering +20

Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes

Pouya Aghelpour, Hadigheh Bahrami-Pichaghchi, Özgür Kişi · Computers and Electronics in Agriculture · 2020 · 74 citations

Precision Agriculture, Fuzzy Logic, Environmental Monitoring +15

Comparative Study of Time Series Models, Support Vector Machines, and GMDH in Forecasting Long-Term Evapotranspiration Rates in Northern Iran

Afshin Ashrafzadeh, Özgür Kişi, Pouya Aghelpour et al. · Journal of Irrigation and Drainage Engineering · 2020 · 73 citations

Forecasting Methodology, Hydrological Prediction, Evapotranspiration Estimation +23