Publications in International Journals

Determination of the Olive Trees with Object Based Classification of Pleiades Satellite Image

International Journal of Environment and Geoinformatics , 5, (2018) Determination of the Olive Trees with Object Based Classification of Pleiades Satellite Image Alganci, U., Sertel, E., Kaya, S. Abstract: Identification of fruit trees and determination of their spatial distribution is an important task for several agricultural activities including fruit yield …

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Analysis of Land Cover/Use Changes Using Landsat 5 TM Data and Indices

Environmental Monitoring and Assessment, 189(4), Article Number: 136, DOI 10.1007/s10661-017-5818-5. (2017) Analysis of Land Cover/Use Changes Using Landsat 5 TM Data and Indices Ettehadi Osgouei, P., Kaya, Ş. Abstract: Urban expansion and unprecedented rural to urban transition, along with a huge population growth, are major driving forces altering land cover/use …

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A Comparative Analysis of Classification Methods for Hyperspectral Images Generated with Convential Dimension Reduction Methods

Turkish Journal Of Electrical Engineering & Computer Sciences, 25 (1), 58-72. (2017) A Comparative Analysis of Classification Methods for Hyperspectral Images Generated with Convential Dimension Reduction Methods Arslan, O., Akyurek, Ö., Kaya, Ş. Abstract: This paper compared performances of classification methods for a hyperspectral image dataset in view of dimensionality …

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Investigation Of Morphometric and Hydrological Characteristics of a Water Basin Using Numerical Models

Fresenius Environmental Bulletin, 26 (1), 360-368. (2017) Investigation Of Morphometric and Hydrological Characteristics of a Water Basin Using Numerical Models Kaya, Ş., Kutukcu, A Abstract: Defining the characteristics of a basin is extremely important in terms of its maximum utilization rate. Impact of the basin structure and morphological characteristics on the hydrological processes is essential during conducting a research on a …

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Single Frame Super Resolution of Remote Sensing Images By Convolutional Neural Networks

International Journal of Remote Sensing, 39:8, 2463-2479,  DOI: 10.1080/01431161.2018.1425561, (2018) Single Frame Super Resolution of Remote Sensing Images By Convolutional Neural Networks Tuna, C, Unal, G. and Sertel, E. Abstract: Super resolution (SR) refers to generation of a high-resolution (HR) image from a decimated, blurred, low-resolution (LR) image set, which …

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Recent Satellite Technologies for Soil Salinity Assessment with Special Focus on Mediterranean Countries

Fresenius Environmental Bulletin Journal, 26(1), 196-203 (2017) Recent Satellite Technologies for Soil Salinity Assessment with Special Focus on Mediterranean Countries Gorji, T., Sertel, E., Tanik, A. Abstract: Recent satellite technologies for soil salinity assessment with special focus on Mediterranean countries Gorji Taha1, Sertel Elif2, Tanik Aysegul1 1Faculty of Civil Engineering, …

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