Search Results - "Gazioğlu, Cem"

Leveraging deep learning for coastal monitoring: A VGG16-based approach to spectral and textural classification of coastal areas with sentinel-2A data by Çelik, Osman İsa, Gazioğlu, Cem

“…•Deep learning classifies 5 coast types from satellite imagery (artificial, etc.).•Pre-trained model boosts accuracy 19.3 % for coastal…”
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Editorial for a Special Issue: Assessment of Coastal Vulnerability to Sea Level Rise Using Remote Sensing by Büyüksalih, Gürcan, Gazioğlu, Cem

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Coast type based accuracy assessment for coastline extraction from satellite image with machine learning classifiers by Çelik, Osman İsa, Gazioğlu, Cem

“…Machine learning (ML) classifiers provide convenience and accuracy in coastline extraction compared to traditional methods and image processing techniques. In…”
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A comparative CO2 emissions analysis and mitigation strategies of short-sea shipping and road transport in the Marmara Region by Ülker, Duygu, Bayırhan, İrşad, Mersin, Kadir, Gazioğlu, Cem

“…The Marmara is the most highly trafficked region in Turkey in terms of seaway and highway transport congestion. The transport mode-based CO 2 emissions budget…”
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Improving the Accuracy of Satellite-Derived Bathymetry Using Multi-Layer Perceptron and Random Forest Regression Methods: A Case Study of Tavşan Island by Çelik, Osman İsa, Büyüksalih, Gürcan, Gazioğlu, Cem

“…The spatial and spectral information brought by the Very High Resolution (VHR) and multispectral satellite images present an advantage for Satellite-Derived…”
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Use of Unmanned Aerial Vehicles (UAV) and Marine Environment Simulator in Oil Pollution Investigations by Bayırhan, İrşad, Gazioğlu, Cem

“…Oil is one of the most important substances causing marine pollution. Oil covering the sea surface damages the marine ecosystem and prevents the oxygen cycle…”
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Comparative analyses for determining shallow water bathymetry potential of multispectral UAVs: case study in Tavşan Island, Sea of Marmara by Sefercik, Umut Gunes, Nazar, Mertcan, Aydin, Ilyas, Büyüksalih, Gürcan, Gazioglu, Cem, Bayirhan, Irsad

“…Recently, the use of unmanned aerial vehicles (UAVs) in bathymetric applications has become very popular due to the rapid and periodic acquisition of high…”
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Active tectonics of the İzmit Gulf (NE Marmara Sea): from high resolution seismic and multi-beam bathymetry data by Gökaşan, Erkan, Alpar, Bedri, Gazioğlu, Cem, Yaşar Yücel, Zeki, Tok, Buğser, Doğan, Ertuğrul, Güneysu, Cem

“…Several active faults were determined in the Gulf of Izmit, using high-resolution shallow seismic and multi-beam bathymetry data. One of them is a buried fault…”
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Evidence of NW extension of the North Anatolian Fault Zone in the Marmara Sea: a new interpretation of the Marmara Sea (İzmit) earthquake on 17 August 1999 by Goekaan, E, Gaziolu, C, Alpar, B, Yuecel, Z F, Ersoy, u, Guendodu, O, Yaltrak, C, Tok, B

“…Active faults aligning in NW-SE direction and forming flower structures of strike-slip faults were observed in shallow seismic data from the shelf offshore of…”
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Coastal inundation due to sea level rise and extreme sea state and its potential impacts: Çukurova Delta case by SİMAV, ÖZLEM, ŞEKER, DURSUN ZAFER, GAZİOĞLU, CEM

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A comparative CO 2 emissions analysis and mitigation strategies of short-sea shipping and road transport in the Marmara Region by Ülker, Duygu, Bayırhan, İrşad, Mersin, Kadir, Gazioğlu, Cem

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Tsunami hazard in the Marmara Sea (Turkey): a numerical approach to discuss active faulting and impact on the Istanbul coastal areas by Hébert, Hélène, Schindelé, François, Altinok, Yildiz, Alpar, Bedri, Gazioglu, Cem

“…The westward propagation of the seismic ruptures along the North Anatolian Fault (NAF) during the 20th century has increased the probability that the next…”
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Morphological Features of Major Submarine Landslides of Marmara Sea Using Multibeam Data by GAZIOGLU, Cem, YIICEL, Zeki Yasar, DOGAN, Ertugrul

“…Recent bathymetric surveys help us to understand morphological features of the Marmara Sea. Marmara Sea has unique and complex morphological features and…”
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What if the Independenta or Nassia tanker accidents had happened in the Strait of Canakkale (Dardanelle)? by Usluer, Hasan Bora, Bora, Ali Gökhan, Gazioglu, Cem

“…Turkey has great importance in global maritime transportation due to its straits. Çanakkale is one of the Turkish Straits which has never had many tanker…”
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Morpho-tectonic evolution of the Marmara Sea inferred from multi-beam bathymetric and seismic data by Gokaan, E, Ustaoemer, T, Gaziolu, C, Yucel, Z Y, Oeztuerk, K, Tur, H, Ecevitolu, B, Tok, B

“…In an initial stage, the Sea of Marmara developed as a graben and, in due course, considerable volumes of sediments were deposited in this basin. Before 200…”
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Geometry and Image Quality Assessment of SkySat Imagery for Building Identification by Buyuksalih, Gurcan, Gazioglu, Cem, Celik, Osman Isa, Jacobsen, Karsten

“…Due to improved ground resolution, optical space imagery is increasingly being used instead of aerial images for mapping purposes. The classic large-format…”
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