| 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 |
| Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes P Aghelpour, H Bahrami-Pichaghchi, O Kisi Computers and electronics in agriculture 170, 105279, 2020 | 72 | 2020 |
| 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 |
| Simulation of Titicaca lake water level fluctuations using hybrid machine learning technique integrated with grey wolf optimizer algorithm B Mohammadi, Y Guan, P Aghelpour, S Emamgholizadeh, R Pillco Zolá, ... Water 12 (11), 3015, 2020 | 64 | 2020 |
| Evaluation of stochastic and artificial intelligence models in modeling and predicting of river daily flow time series P Aghelpour, V Varshavian Stochastic Environmental Research and Risk Assessment 34 (1), 33-50, 2020 | 61 | 2020 |
| 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 | 47 | 2021 |
| Hydrological drought forecasting using multi-scalar streamflow drought index, stochastic models and machine learning approaches, in northern Iran P Aghelpour, H Bahrami-Pichaghchi, V Varshavian Stochastic Environmental Research and Risk Assessment 35 (8), 1615-1635, 2021 | 44 | 2021 |
| 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 |
| Comparing linear and non-linear data-driven approaches in monthly river flow prediction, based on the models SARIMA, LSSVM, ANFIS, and GMDH H Khodakhah, P Aghelpour, Z Hamedi Environmental Science and Pollution Research 29 (15), 21935-21954, 2022 | 39 | 2022 |
| Using the MODIS sensor for snow cover modeling and the assessment of drought effects on snow cover in a mountainous area P Aghelpour, Y Guan, H Bahrami-Pichaghchi, B Mohammadi, O Kisi, ... Remote Sensing 12 (20), 3437, 2020 | 30 | 2020 |
| Daily river water temperature prediction: A comparison between neural network and stochastic techniques R Graf, P Aghelpour Atmosphere 12 (9), 1154, 2021 | 25 | 2021 |
| Multivariate drought forecasting in short-and long-term horizons using MSPI and data-driven approaches P Aghelpour, O Kisi, V Varshavian Journal of hydrologic engineering 26 (4), 04021006, 2021 | 22 | 2021 |
| Predicting daily reference evapotranspiration rates in a humid region, comparison of seven various data-based predictor models P Aghelpour, R Norooz-Valashedi Stochastic Environmental Research and Risk Assessment 36 (12), 4133-4155, 2022 | 20 | 2022 |
| Time series prediction of seasonal precipitation in Iran, using data-driven models: a comparison under different climatic conditions P Aghelpour, VP Singh, V Varshavian Arabian Journal of Geosciences 14, 1-14, 2021 | 20 | 2021 |
| Forecasting different types of droughts simultaneously using multivariate standardized precipitation index (MSPI), MLP neural network, and imperialistic competitive algorithm (ICA) P Aghelpour, V Varshavian Complexity 2021, 1-16, 2021 | 19 | 2021 |
| Estimating daily rice crop evapotranspiration in limited climatic data and utilizing the soft computing algorithms MLP, RBF, GRNN, and GMDH P Aghelpour, H Bahrami-Pichaghchi, F Karimpour Complexity 2022, 1-18, 2022 | 12 | 2022 |
| An estimation and multi-step ahead prediction study of monthly snow cover area, based on efficient atmospheric-oceanic dynamics H Bahrami-Pichaghchi, P Aghelpour Climate Dynamics 60 (3), 743-765, 2023 | 10 | 2023 |
| Prediction of irrigation water requirements for green beans-based machine learning algorithm models in arid region A Mokhtar, N Al-Ansari, W El-Ssawy, R Graf, P Aghelpour, H He, ... Water resources management 37 (4), 1557-1580, 2023 | 8 | 2023 |
| Evaluating the impact of large-scale climatic indices as inputs for forecasting monthly river flow in Mazandaran Province, Iran P Aghelpour, H Bahrami-Pichaghchi, V Varshavian, R Graf, ... Pure and Applied Geophysics 179 (4), 1309-1331, 2022 | 8 | 2022 |
| Coupling ANFIS with ant colony optimization (ACO) algorithm for 1-, 2-, and 3-days ahead forecasting of daily streamflow, a case study in Poland P Aghelpour, R Graf, E Tomaszewski Environmental Science and Pollution Research 30 (19), 56440-56463, 2023 | 7 | 2023 |
