Yazar "Kaya, Yunus Ziya" için listeleme
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Adana İli Referans Evapotranspirasyon Miktarının Bulanık SMRGT, ANFİS ve Çoklu Doğrusal Regresyon Kullanılarak Tahmini
Demirel, Serkan; Taşar, Bestami; Kaya, Yunus Ziya; Üneş, Fatih; Demirci, Mustafa (Osmaniye Korkut Ata Üniversitesi, 2023)Hidrolik tasarım süreci ve tarımsal sulama yönetiminde evapotranspirasyonun tahmini oldukça önemlidir. Bu çalışmada günlük evapotranspirasyon miktarı tahmini için ortalama sıcaklık (S), bağıl nem (N), rüzgâr hızı (R), solar ... -
A comparative study on daily evapotranspiration estimation by using various artificial intelligence techniques and traditional regression calculations
Güzel, Hasan; Üneş, Fatih; Erginer, Merve; Kaya, Yunus Ziya; Taşar, Bestami; Erginer, İbrahim; Demirci, Mustafa (American Institute of Mathematical Sciences, 2023)Evapotranspiration is an important parameter to be considered in hydrology. In the design of water structures, accurate estimation of the amount of evapotranspiration allows for safer designs. Thus, maximum efficiency can ... -
Daily reference evapotranspiration prediction based on climatic conditions applying different data mining techniques and empirical equations
Üneş, Fatih; Kaya, Yunus Ziya; Mamak, Mustafa (Springer Wien, 2020)Considering evapotranspiration takes a basic role in the hydrologic cycle, water resources management, and irrigation water requirements. Evapotranspiration estimation is not an easy case because of the number of direct ... -
Estimating dam reservoir level fluctuations using data-driven techniques
Üneş, Fatih; Demirci, Mustafa; Taşar, Bestami; Kaya, Yunus Ziya; Varçin, Hakan (Hard, 2019)Estimating dam reservoir level is very important in terms of the operation of a dam, the safety of transport in the river, the design of hydraulic structures, and determining pollution, the salinity of the river flow ... -
Estimation of daily evapotranspiration in Kosice City (Slovakia) using several soft computing techniques
Kaya, Yunus Ziya; Zelenakova, Martina; Üneş, Fatih; Demirci, Mustafa; Hlavata, Helena; Mesaros, Peter (Springer, 2021)Accurate estimation of evapotranspiration is one of the main aspects of water management. In this study, the capabilities of soft computing techniques for estimating daily evapotranspiration in Košice (Slovakia) were ... -
Estimation of groundwater level using artificial neural networks: A case study of Hatay-Turkey
Üneş, Fatih; Demirci, Mustafa; İspir, Eyüp; Kaya, Yunus Ziya; Mamak, Mustafa; Taşar, Bestami (Vilnius Gediminas Technical University Publishing House "Technika", 2017)Groundwater, which is a strategic resource in Turkey, is used for drinking-use, agricultural irrigation and industrial purposes. Population increase and total water consumption are constantly increasing. In order to meet ... -
Evaluation of long-term air temperature, precipitation and flow rate parameters trend change using different approaches: a case study of Amik plain, Hatay
Üneş, Fatih; Kaya, Yunus Ziya (Springer, 2021)The investigation of the trend change of climatic parameters during a time scale is one of the most important issues of climatological research. Awareness of the trend of climatic variables is essential for different ... -
Evapotranspiration estimation using support vector machines and Hargreaves-Samani equation for St. Johns, FL, USA
Üneş, Fatih; Kaya, Yunus Ziya; Mamak, Mustafa; Demirci, Mustafa (Vilnius Gediminas Technical University Publishing House "Technika", 2017)Information about Evapotranspiration (ET) calculations are not clear enough even it is an important part of hydrological cycle. There are many parameters which effect ET directly or indirectly such as Solar Radiation (SR) ... -
Evapotranspiration prediction using adaptive neuro-fuzzy inference system and Penman FAO 56 equation for St. Johns, FL, USA
Mamak, Mustafa; Üneş, Fatih; Kaya, Yunus Ziya; Demirci, Mustafa (Vilnius Gediminas Technical University Publishing House "Technika", 2017)Evapotranspiration (ET) estimation is a primary problem for irrigation engineers and hydraulic designers because it is an important part of hydrologic cycle. Even it is non-negligible in hydraulic design calculations, it ... -
Evapotranspiration prediction using M5T method and ritchie equation for St. Johns, FL, USA
Kaya, Yunus Ziya; Mamak, Mustafa; Üneş, Fatih; Demirci, Mustafa (Vilnius Gediminas Technical University Publishing House "Technika", 2017)Evapotranspiration (ET) estimation takes an important role in hydraulic designs and agricultural yield. Even it is non-negligible for hydraulic designers and irrigation engineers it is not clear enough to estimate or ... -
Flood Hydraulic Analyses: A Case Study of Amik Plain, Turkey
Üneş, Fatih; Kaya, Yunus Ziya; Varçin, Hakan; Demirci, Mustafa; Taşar, Bestami; Zelenakova, Martina (MDPI, 2020)In recent years, significant flood events have occurred in various parts of the world. The most important reasons for these events are global warming and consequent imbalances in climate and rainfall regimes. Many studies ... -
Groundwater level prediction using Support Vektor Machines and autoregressive (AR) modelss
Üneş, Fatih; Demirci, Mustafa; Kaya, Yunus Ziya; İspir, Eyüp; Mamak, Mustafa (Vilnius Gediminas Technical University Publishing House "Technika", 2017)Water resources managers can benefit from accurate prediction of the availability of groundwater. Ground water is a major source of water in Turkey for irrigation, water supply and industrial uses. The ground water level ... -
Modeling of dam reservoir volume using generalized regression neural network, support vector machines and m5 decision tree models
Üneş, Fatih; Demirci, Mustafa; Taşar, Bestami; Kaya, Yunus Ziya; Varçin, Hakan (Corvinus University of Budapest, 2019)Dam reservoir capacity estimation is an important issue for operation, design and safety assessments of dam structures. In this study, the reservoir capacity of the Stony Brook dam in the USA was estimated by Generalized ... -
River Flow Estimation Using Artificial Intelligence and Fuzzy Techniques
Üneş, Fatih; Demirci, Mustafa; Zelenakova, Martina; Çalışıcı, Mustafa; Taşar, Bestami; Vranay, František; Kaya, Yunus Ziya (MDPI, 2020)Accurate determination of river flows and variations is used for the efficient use of water resources, the planning of construction of water structures, and preventing flood disasters. However, accurate flow prediction is ... -
Yapay sinir ağları yöntemi kullanılarak buharlaşma miktarı tahmini
Buharlaşma tahmini, özellikle kurak dönemlerde ve kurak alanlarda, sulama yönetiminde ve hidroliktasarımlarda önemli bir rol oynar. Bu çalışmada, Hargreaves-Samani, Ritchie ve Turc denklemleri gibiampirik (geleneksel) ...
