Comparative analysis of recurrent neural network architectures for reservoir inflow forecasting H Apaydin, H Feizi, MT Sattari, MS Colak, S Shamshirband, KW Chau Water 12 (5), 1500, 2020 | 242 | 2020 |
Spatial interpolation techniques for climate data in the GAP region in Turkey H Apaydin, FK Sonmez, YE Yildirim Climate Research 28 (1), 31-40, 2004 | 216 | 2004 |
Evaluation of indices for characterizing the distribution and concentration of precipitation: A case for the region of Southeastern Anatolia Project, Turkey H Apaydin, G Erpul, I Bayramin, D Gabriels Journal of Hydrology 328 (3-4), 726-732, 2006 | 159 | 2006 |
M5 model tree application in daily river flow forecasting in Sohu Stream, Turkey M Taghi Sattari, M Pal, H Apaydin, F Ozturk Water Resources 40, 233-242, 2013 | 120 | 2013 |
Artificial intelligence modelling integrated with Singular Spectral analysis and Seasonal-Trend decomposition using Loess approaches for streamflow predictions H Apaydin, MT Sattari, K Falsafian, R Prasad Journal of Hydrology 600, 126506, 2021 | 82 | 2021 |
Comparative analysis of kernel-based versus ANN and deep learning methods in monthly reference evapotranspiration estimation MT Sattari, H Apaydin, SS Band, A Mosavi, R Prasad Hydrology and Earth System Sciences 25 (2), 603-618, 2021 | 70 | 2021 |
Evaluation of topographical and geographical effects on some climatic parameters in the Central Anatolia Region of Turkey H Apaydin, AS Anli, F Ozturk International Journal of Climatology 31 (9), 1264, 2011 | 56 | 2011 |
Performance evaluation of deep learning-based gated recurrent units (GRUs) and tree-based models for estimating ETo by using limited meteorological variables MT Sattari, H Apaydin, S Shamshirband Mathematics 8 (6), 972, 2020 | 48 | 2020 |
Flow estimations for the Sohu Stream using artificial neural networks MT Sattari, H Apaydin, F Ozturk Environmental Earth Sciences 66, 2031-2045, 2012 | 43 | 2012 |
Operation analysis of Eleviyan irrigation reservoir dam by optimization and stochastic simulation MT Sattari, H Apaydin, F Ozturk Stochastic Environmental Research and Risk Assessment 23, 1187-1201, 2009 | 30 | 2009 |
Determination of the drainage basin characteristics using vector GIS H Apaydin, F Ozturk, H Merdun, NM Aziz Hydrology Research 37 (2), 129-142, 2006 | 30 | 2006 |
The temporal transferability of calibrated parameters of a hydrological model H Apaydin, AS Anli, A Ozturk ecological modelling 195 (3-4), 307-317, 2006 | 28 | 2006 |
A multivariate streamflow forecasting model by integrating improved complete ensemble empirical mode decomposition with additive noise, sample entropy, Gini index and sequence … H Apaydin, M Sibtain Journal of Hydrology 603, 126831, 2021 | 25 | 2021 |
Soil temperature estimation with meteorological parameters by using tree-based hybrid data mining models MT Sattari, A Avram, H Apaydin, O Matei Mathematics 8 (9), 1407, 2020 | 22 | 2020 |
Application of a data mining approach to derive operating rules for the Eleviyan irrigation reservoir MT Sattari, H Apaydin, F Ozturk, N Baykal Lake and reservoir management 28 (2), 142-152, 2012 | 22 | 2012 |
Suspended sediment loads through flood events for streams of Sakarya River Basin F Ozturk, H Apaydin, DF Walling Turk J Eng Environ Sci 25, 643-650, 2001 | 21 | 2001 |
A multistage hybrid model ICEEMDAN-SE-VMD-RDPG for a multivariate solar irradiance forecasting M Sibtain, X Li, S Saleem, MS Asad, T Tahir, H Apaydin Ieee Access 9, 37334-37363, 2021 | 20 | 2021 |
Estimation of sodium adsorption ratio in a river with kernel-based and decision-tree models MT Sattari, H Feizi, MS Colak, A Ozturk, H Apaydin, F Ozturk Environmental Monitoring and Assessment 192 (9), 575, 2020 | 20 | 2020 |
Regional Flood Frequency Estimation for the Göksu River Basin Through L–Moments AS Anli, H Apaydin, F Ozturk International River Basin Management Conference, State Hydraulic Works, 22-24, 2007 | 18 | 2007 |
Suspended sediment loads through flood events for streams of Sakarya River Basin F ÖZTÜRK, H APAYDIN Turkish Journal of Engineering and Environmental Sciences 25 (6), 643-650, 2001 | 18 | 2001 |