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Halit Apaydin
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Comparative analysis of recurrent neural network architectures for reservoir inflow forecasting.
H Apaydin, H Feizi, MT Sattari, MS Colak, S Shamshirband, KW Chau
2842020
Comparative analysis of recurrent neural network architectures for reservoir inflow forecasting.
H Apaydin, H Feizi, MT Sattari, MS Colak, S Shamshirband, KW Chau
2832020
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
2302004
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
1622006
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
1282013
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
1082021
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
822021
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
622011
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
592020
Flow estimations for the Sohu Stream using artificial neural networks
MT Sattari, H Apaydin, F Ozturk
Environmental Earth Sciences 66, 2031-2045, 2012
442012
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
332021
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
312009
The temporal transferability of calibrated parameters of a hydrological model
H Apaydin, AS Anli, A Ozturk
ecological modelling 195 (3-4), 307-317, 2006
302006
Determination of the drainage basin characteristics using vector GIS
H Apaydin, F Ozturk, H Merdun, NM Aziz
Hydrology Research 37 (2), 129-142, 2006
302006
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
282020
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
272021
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
232020
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
222001
Evapotranspiration estimation using SEBAL algorithm integrated with remote sensing and experimental methods
N Shamloo, M Taghi Sattari, H Apaydin, K Valizadeh Kamran, R Prasad
International Journal of Digital Earth 14 (11), 1638-1658, 2021
212021
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
212012
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