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Prof. Dr. Umut Okkan
Prof. Dr. Umut Okkan
Other namesUmut Okkan
Balıkesir University, Civil Engineering
Verified email at balikesir.edu.tr - Homepage
Title
Cited by
Cited by
Year
Rainfall–runoff modeling using least squares support vector machines
U Okkan, ZA Serbes
Environmetrics 23 (6), 549-564, 2012
1132012
Statistical downscaling of monthly precipitation using NCEP/NCAR reanalysis data for Tahtali River Basin in Turkey
O Fistikoglu, U Okkan
Journal of Hydrologic Engineering 16 (2), 157-164, 2011
1022011
Wavelet neural network model for reservoir inflow prediction
U Okkan
Scientia Iranica 19 (6), 1445-1455, 2012
762012
Evaluating climate change effects on runoff by statistical downscaling and hydrological model GR2M
U Okkan, O Fistikoglu
Theoretical and applied climatology 117, 343-361, 2014
742014
Downscaling of monthly precipitation using CMIP5 climate models operated under RCPs
U Okkan, U Kirdemir
Meteorological Applications 23 (3), 514-528, 2016
662016
Predicting the engine performance and exhaust emissions of a diesel engine fueled with hazelnut oil methyl ester: the performance comparison of response surface methodology and …
N Yilmaz, E Ileri, A Atmanlı, A Deniz Karaoglan, U Okkan, ...
Journal of Energy Resources Technology 138 (5), 052206, 2016
632016
Statistical downscaling of monthly reservoir inflows for Kemer watershed in Turkey: use of machine learning methods, multiple GCMs and emission scenarios
U Okkan, G Inan
International Journal of Climatology 35 (11), 3274-3295, 2015
602015
Embedding machine learning techniques into a conceptual model to improve monthly runoff simulation: A nested hybrid rainfall-runoff modeling
U Okkan, ZB Ersoy, AA Kumanlioglu, O Fistikoglu
Journal of Hydrology 598, 126433, 2021
542021
The combined use of wavelet transform and black box models in reservoir inflow modeling
U Okkan, ZA Serbes
Journal of Hydrology and Hydromechanics 61 (2), 112-119, 2013
502013
Radyal tabanlı yapay sinir ağları ile Kemer Barajı aylık akımlarının modellenmesi
U Okkan, H yıldırım Dalkılıç
Teknik Dergi 23 (112), 5957-5966, 2012
462012
Investigation of the behavior of an agricultural-operated dam reservoir under RCP scenarios of AR5-IPCC
U Okkan, U Kirdemir
Water resources management 32, 2847-2866, 2018
432018
Bayesian learning and relevance vector machines approach for downscaling of monthly precipitation
U Okkan, G Inan
Journal of Hydrologic Engineering 20 (4), 04014051, 2015
412015
Yiğitler Çayi Günlük Akimlarinin Yapay Sinir Ağlari ve Regresyon Analizi ile Modellenmesi
U Okkan, A Mollamahmutoğlu
Journal of Science and Technology of Dumlupınar University, 33-48, 2010
362010
Application of Levenberg-Marquardt optimization algorithm based multilayer neural networks for hydrological time series modeling
U Okkan
An International Journal of Optimization and Control: Theories …, 2011
252011
Evaluation of the suitability of NCEP/NCAR, ERA-Interim and, ERA5 reanalysis data sets for statistical downscaling in the Eastern Black Sea Basin, Turkey
S Nacar, M Kankal, U Okkan
Meteorology and Atmospheric Physics 134 (2), 39, 2022
232022
Towards a hybrid algorithm for the robust calibration of rainfall–runoff models
U Okkan, U Kirdemir
Journal of Hydroinformatics 22 (4), 876-899, 2020
232020
Assessing the effects of climate change on monthly precipitation: proposing of a downscaling strategy through a case study in Turkey
U Okkan
KSCE Journal of Civil Engineering 19, 1150-1156, 2015
232015
Using wavelet transform to improve generalization capability of feed forward neural networks in monthly runoff prediction
U Okkan
Sci. Res. Essays 7 (17), 1690-1703, 2012
222012
Locally tuned hybridized particle swarm optimization for the calibration of the nonlinear Muskingum flood routing model
U Okkan, U Kirdemir
Journal of Water and Climate Change 11 (S1), 343-358, 2020
202020
Relevance vector machines approach for long-term flow prediction
U Okkan, ZA Serbes, P Samui
Neural Computing and Applications 25, 1393-1405, 2014
182014
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