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Author

Halit Apaydın

Observed names: ANLI Alper Serdar;APAYDIN, APAYDIN Halit;ÖZTÜRK, Apaydin, Halit, Apaydın, Halit, H Apaydin, H. Apaydin, Halit APAYDIN, Halit Apaydin, Halit Apaydin .
ORCID: 0000-0002-9875-7321
Observed ORCID: 0000-0002-9875-7321
OpenAlex ID: A5012081999
Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting
2020 · Halit Apaydin, Hajar Feizi, et al. · Water · 309
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Spatial interpolation techniques for climate data in the GAP region in Turkey
2004 · H Apaydin, FK Sonmez, et al. · Climate Research · 173
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Artificial intelligence modelling integrated with Singular Spectral analysis and Seasonal-Trend decomposition using Loess approaches for streamflow predictions
2021 · Halit Apaydin, Mohammad Taghi Sattari, et al. · Journal of Hydrology · 161
Evaluation of indices for characterizing the distribution and concentration of precipitation: A case for the region of Southeastern Anatolia Project, Turkey
2006 · H. Apaydin, G. Erpul, et al. · Journal of Hydrology · 115
Comparative analysis of kernel-based versus ANN and deep learning methods in monthly reference evapotranspiration estimation
2021 · Mohammad Taghi Sattari, Halit Apaydin, et al. · Hydrology and earth system sciences · 97
M5 model tree application in daily river flow forecasting in Sohu Stream, Turkey
2013 · M. Taghi Sattari, Mahesh Pal, et al. · Water Resources · 96
Performance Evaluation of Deep Learning-Based Gated Recurrent Units (GRUs) and Tree-Based Models for Estimating ETo by Using Limited Meteorological Variables
2020 · Mohammad Taghi Sattari, Halit Apaydin, et al. · Mathematics · 65
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Evaluation of topographical and geographical effects on some climatic parameters in the Central Anatolia Region of Turkey
2010 · Halit Apaydin, Alper S. Anli, et al. · International Journal of Climatology · 52
Soil Temperature Estimation with Meteorological Parameters by Using Tree-Based Hybrid Data Mining Models
2020 · Mohammad Taghi Sattari, Anca Avram, et al. · Mathematics · 39
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A multivariate streamflow forecasting model by integrating improved complete ensemble empirical mode decomposition with additive noise, sample entropy, Gini index and sequence-to-sequence approaches
2021 · Halit Apaydin, Muhammad Sibtain · Journal of Hydrology · 37
A Multistage Hybrid Model ICEEMDAN-SE-VMD-RDPG for a Multivariate Solar Irradiance Forecasting
2021 · Muhammad Sibtain, Xianshan Li, et al. · IEEE Access · 34
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Flow estimations for the Sohu Stream using artificial neural networks
2011 · M. Taghi Sattari, Halit Apaydin, et al. · Environmental Earth Sciences · 32
Estimation of sodium adsorption ratio in a river with kernel-based and decision-tree models
2020 · Mohammad Taghi Sattari, Hajar Feizi, et al. · Environmental Monitoring and Assessment · 29
Evapotranspiration estimation using SEBAL algorithm integrated with remote sensing and experimental methods
2021 · Nazila Shamloo, Mohammad Taghi Sattari, et al. · International Journal of Digital Earth · 28
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Comprehensive review of solar radiation modeling based on artificial intelligence and optimization techniques: future concerns and considerations
2022 · Nasrin Fathollahzadeh Attar, Mohammad Taghi Sattari, et al. · Clean Technologies and Environmental Policy · 26
An image-based deep learning model for water turbidity estimation in laboratory conditions
2022 · H. Feizi, M. T. Sattari, et al. · International Journal of Environmental Science and Technology · 26
Determination of the drainage basin characteristics using vector GIS
2006 · H. Apaydin, F. Ozturk, et al. · Hydrology research · 25
Operation analysis of Eleviyan irrigation reservoir dam by optimization and stochastic simulation
2008 · M. Taghi Sattari, Halit Apaydin, et al. · Stochastic Environmental Research and Risk Assessment · 23
Improving reservoir inflow prediction via rolling window and deep learning-based multi-model approach: case study from Ermenek Dam, Turkey
2022 · Hajar Feizi, Halit Apaydin, et al. · Stochastic Environmental Research and Risk Assessment · 19
Application of a data mining approach to derive operating rules for the Eleviyan irrigation reservoir
2012 · M. Taghi Sattari, Halit Apaydin, et al. · Lake and Reservoir Management · 18
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The temporal transferability of calibrated parameters of a hydrological model
2006 · Halit Apaydin, Alper S. Anli, et al. · Ecological Modelling · 17
Modeling Flood Susceptibility Utilizing Advanced Ensemble Machine Learning Techniques in the Marand Plain
2025 · Ali Asghar Rostami, Mohammad Taghi Sattari, et al. · Geosciences · 14
Comparative analysis of deep and machine learning approaches for daily carbon monoxide pollutant concentration estimation
2022 · H. Feizi, M. T. Sattari, et al. · International Journal of Environmental Science and Technology · 14
Estimation of Drought by Streamflow Drought Index (SDI) and Artificial Neural Networks (ANNs) in Ankara-Nallihan Region
2020 · Tülay Akkurt Eroğluer, Halit Apaydin · Turkish Journal of Agriculture - Food Science and Technology · 13
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Suspended Sediment Loads Through Flood Events for Streams of Sakarya River Basin
2001 · Fazlı Öztürk, Halit Apaydin, et al. · DergiPark (Istanbul University) · 13
Works count: 68
Citation count: 1,664
H-index: 19
I10-index: 33
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