Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction R Noori, AR Karbassi, A Moghaddamnia, D Han, MH Zokaei-Ashtiani, ... Journal of hydrology 401 (3-4), 177-189, 2011 | 452 | 2011 |
Comparison of ANN and principal component analysis-multivariate linear regression models for predicting the river flow based on developed discrepancy ratio statistic R Noori, A Khakpour, B Omidvar, A Farokhnia Expert Systems with Applications 37 (8), 5856-5862, 2010 | 208 | 2010 |
Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte-Carlo simulation. M Dehghani, B Saghafian, F Nasiri Saleh, A Farokhnia, R Noori International Journal of Climatology 34 (4), 2014 | 175 | 2014 |
RETRACTED: Results uncertainty of solid waste generation forecasting by hybrid of wavelet transform-ANFIS and wavelet transform-neural network R Noori, MA Abdoli, A Farokhnia, M Abbasi Expert Systems with Applications 36 (6), 9991-9999, 2009 | 115 | 2009 |
Predicting the longitudinal dispersion coefficient using support vector machine and adaptive neuro-fuzzy inference system techniques R Noori, A Karbassi, A Farokhnia, M Dehghani Environmental Engineering Science 26 (10), 1503-1510, 2009 | 96 | 2009 |
A hybrid of Random Forest and Deep Auto-Encoder with support vector regression methods for accuracy improvement and uncertainty reduction of long-term streamflow prediction M Abbasi, A Farokhnia, M Bahreinimotlagh, R Roozbahani Journal of Hydrology 597, 125717, 2021 | 79 | 2021 |
Combining optical and thermal remote sensing data for mapping debris-covered glaciers (Alamkouh Glaciers, Iran) N Karimi, A Farokhnia, L Karimi, M Eftekhari, H Ghalkhani Cold Regions Science and Technology 71, 73-83, 2012 | 68 | 2012 |
Basin-wide water accounting based on modified SWAT model and WA+ framework for better policy making M Delavar, S Morid, R Morid, A Farokhnia, F Babaeian, R Srinivasan, ... Journal of Hydrology 585, 124762, 2020 | 66 | 2020 |
Application of surrogate artificial intelligent models for real‐time flood routing H Ghalkhani, S Golian, B Saghafian, A Farokhnia, A Shamseldin Water and Environment Journal 27 (4), 535-548, 2013 | 62 | 2013 |
Application of global SST and SLP data for drought forecasting on Tehran plain using data mining and ANFIS techniques A Farokhnia, S Morid, HR Byun Theoretical and applied climatology 104, 71-81, 2011 | 60 | 2011 |
Effect of input variables preprocessing in artificial neural network on monthly flow prediction by PCA and wavelet transformation R Noori, A Farokhnia, S Morid, H Riahi Madvar Journal of Water and Wastewater; Ab va Fazilab (in persian) 20 (1), 13-22, 2009 | 33 | 2009 |
Deriving and evaluating bathymetry maps and stage curves for shallow lakes using remote sensing data N Karimi, MH Bagheri, F Hooshyaripor, A Farokhnia, S Sheshangosht Water Resources Management 30 (14), 5003-5020, 2016 | 32 | 2016 |
Assessment of the effects of temperature and precipitation variations on the trend of river flows in Urmia Lake watershed A Farokhnia, S Morid Journal of Water and Wastewater; Ab va Fazilab (in persian) 25 (3), 86-97, 2014 | 27 | 2014 |
Investigation of temperature and precipitation changes in the Iran's basins in the next 20 years based on the output of CMIP6 model S Ansari, H Dehban, MJ Zareian, A Farokhnia Iranian Water Researches Journal 16 (1), 11-24, 2022 | 24 | 2022 |
Copula-based interpretation of continuous rainfall–runoff simulations of a watershed in northern Iran S Golian, B Saghafian, A Farokhnia Canadian Journal of Earth Sciences 49 (5), 681-691, 2012 | 22 | 2012 |
Elevation changes of Alamkouh glacier in Iran since 1955, based on remote sensing data N Karimi, A Farokhnia, S Shishangosht, M Elmi, M Eftekhari, H Ghalkhani International journal of applied earth observation and geoinformation 19, 45-58, 2012 | 20 | 2012 |
Long-term streamflow prediction using hybrid SVR-ANN based on Bayesian model averaging M Abbasi, H Dehban, A Farokhnia, R Roozbahani, M Bahreinimotlagh Journal of Hydrologic Engineering 27 (11), 05022018, 2022 | 13 | 2022 |
Development of SWAT-LU model for simulation of Urmia lake water level decrease and assessment of the proposed actions for its restoration;(role of anthropogenic and climatic … A Farokhnia, S Morid, M Delavar, K Abbaspour Iranian Journal of Irrigation & Drainage 12 (5), 1041-1058, 2018 | 12 | 2018 |
Solid waste generation predicting by hybrid of artificial neural network and wavelet transform RE NOURI, MA Abdoli, A FAROKHNIA, A GHAEMI JOURNAL OF ENVIRONMENTAL STUDIES 35 (49), 25-30, 2009 | 11 | 2009 |
Monthly stream flow prediction using support vector machine based on principal component analysis R Noori, A Khakpour, M Dehghani, A Farokhnia Journal of Water and Wastewater; Ab va Fazilab (in persian) 22 (1), 118-123, 2011 | 10 | 2011 |