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Ashkan Farokhnia
Ashkan Farokhnia
Department of Energy, Institute of Science and High Technology and Environmental Science, Kerman
Verified email at kgut.ac.ir
Title
Cited by
Cited by
Year
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
4242011
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
1852010
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), 1169-1180, 2014
1652014
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
922009
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
652012
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
612021
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
592011
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
542013
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
502020
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
332009
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
282016
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
262014
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
212012
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
192012
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
102011
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
102009
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
92022
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
92018
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
82022
Development of SWAT-LU model for simulation of Urmia Lake water level decrease and assessment of the proposed actions for its restoration; Part 3: Water accounting analysis and …
A Farokhnia, S Morid, M Delavar, K Abbaspour
Iranian Journal of Irrigation & Drainage 12 (6), 1362-1380, 2019
82019
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