Use of Semivariograms to Identify Earthquake Damage in an Urban Area. - Elif Sertel; Sinasi Kaya; Paul J. Curran (IEEE Trans. Geosci. Remote. Sens., 2007)

Identification of Earthquake Induced Damage Areas Using Fourier Transform and SPOT HRVIR Pan Images. - Elif Sertel (Sensors, 2009)

DEM Accuracy of High Resolution Satellite Images. - Mustafa Yanalak; Nebiye Musaoglu; Cengizhan Ipbuker; Elif Sertel; Sinasi Kaya (ICCSA (3), 2012)

The use of object based classification with nDSM to increase the accuracy of building detection. - Baris Besol; Ugur Alganci; Elif Sertel (SIU, 2017)

Automatic building detection based on CIE LUV color space using very high resolution pleiades images. - Alireza Rahimzadeganasl; Elif Sertel (SIU, 2017)

Accuracy Assessment of Different Digital Surface Models. - Ugur Alganci; Baris Besol; Elif Sertel (ISPRS Int. J. Geo Inf., 2018)

Automated Orthorectification of VHR Satellite Images by SIFT-Based RPC Refinement. - Hakan Kartal; Ugur Alganci; Elif Sertel (ISPRS Int. J. Geo Inf., 2018)

Comparison of Landscape Metrics for Three Different Level Land Cover/Land Use Maps. - Elif Sertel; Raziye Hale Topaloglu; Betül Salli; Irmak Yay Algan; Gül Asli Aksu (ISPRS Int. J. Geo Inf., 2018)

Determination of Olive Trees with Multi-sensor Data Fusion. - Haydar Akcay; Sinasi Kaya; Elif Sertel; Ugur Alganci (Agro-Geoinformatics, 2019)

Drought Monitoring using MODIS derived indices and Google Earth Engine Platform. - Samet Aksoy; Ozge Gorucu; Elif Sertel (Agro-Geoinformatics, 2019)

Determination of the Flooded Agricultural Lands with Spot 6 High Resolution Satellite Images: A Case Study of Menderes Plain, Turkey. - Ugur Alganci; Elif Sertel; Sinasi Kaya (Agro-Geoinformatics, 2019)

Characterizing the spatial variability of soil salinity in Lake Urmia Basin by applying geo-statistical methods. - Taha Gorji; Aylin Yildirim; Nikou Hamzehpour; Elif Sertel; Aysegul Tanik (Agro-Geoinformatics, 2019)

Crop Mapping Improvement by Combination of Optical and SAR datasets. - Rouhollah Nasirzadehdizaji; Fusun Balik Sanli; Ziyadin Çakir; Elif Sertel (Agro-Geoinformatics, 2019)

Separating Built-Up Areas from Bare Land in Mediterranean Cities Using Sentinel-2A Imagery. - Paria Ettehadi Osgouei; Sinasi Kaya; Elif Sertel; Ugur Alganci (Remote. Sens., 2019)

Comparative Research on Deep Learning Approaches for Airplane Detection from Very High-Resolution Satellite Images. - Ugur Alganci; Mehmet Soydas; Elif Sertel (Remote. Sens., 2020)

A Multi-Task Deep Learning Framework for Building Footprint Segmentation. - Burak Ekim; Elif Sertel (IGARSS, 2021)

Deep neural network ensembles for remote sensing land cover and land use classification. - Burak Ekim; Elif Sertel (Int. J. Digit. Earth, 2021)

Automatic Road Extraction from Historical Maps Using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II Map. - Burak Ekim; Elif Sertel; M. Erdem Kabadayi (ISPRS Int. J. Geo Inf., 2021)

Channel-spatial attention-based pan-sharpening of very high-resolution satellite images. - Peijuan Wang; Elif Sertel (Knowl. Based Syst., 2021)

Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. - Furkan Ozcelik; Ugur Alganci; Elif Sertel; Gozde Unal (IEEE Trans. Geosci. Remote. Sens., 2021)

Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset. - Gülsan Alp; Elif Sertel (IGARSS, 2022)

HRPlanes: High Resolution Airplane Dataset for Deep Learning. - Tolga Bakirman; Elif Sertel (CoRR, 2022)

Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset. - Tolga Bakirman; Irem Komurcu; Elif Sertel (Expert Syst. Appl., 2022)

VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications. - Serdar Kizilkaya; Ugur Alganci; Elif Sertel (ISPRS Int. J. Geo Inf., 2022)

Deep Learning-Based Road Extraction From Historical Maps. - Cengiz Avci; Elif Sertel; Mustafa Erdem Kabadayi (IEEE Geosci. Remote. Sens. Lett., 2022)

Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images. - Elif Sertel; Burak Ekim; Paria Ettehadi Osgouei; M. Erdem Kabadayi (Remote. Sens., 2022)

Assessing the Accuracy of the Esa Worldcover 2021 for the Local Region of Lalapasa/Edirne, Turkey and Recommending Possible Accuracy Improvement Strategies. - Paria Ettehadi Osgouei; Elif Sertel; M. Erdem Kabadayi (Agro-Geoinformatics, 2023)

Forest Biophysical Parameter Estimation via Machine Learning and Neural Network Approaches. - Samet Aksoy; Shouq Zuhter Hasan Al Shwayyat; Sule Nur Topgül; Elif Sertel; Cem Ünsalan; Jari Salo 001; Anton Holmström; Jörgen Wallerman; Mats Nilsson; Johan E. S. Fransson (IGARSS, 2023)

ForestMap: Mapping Forest Attributes Across the Globe - First Case Study. - Johan E. S. Fransson; Elif Sertel; Cem Ünsalan; Jari Salo 001; Anton Holmström; Jörgen Wallerman; Mats Nilsson (IGARSS, 2023)

Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images. - Elif Sertel; Cengiz Avci; Mustafa Erdem Kabadayi (IGARSS, 2023)

Multi-frame super-resolution of remote sensing images using attention-based GAN models. - Peijuan Wang; Elif Sertel (Knowl. Based Syst., 2023)

Object-Based Detection of Hazelnut Orchards Using Very High Resolution Aerial Photographs. - Ilay Nur Tumer; Gafur Semi Sengul; Elif Sertel; Beyza Ustaoglu (Agro-Geoinformatics, 2024)

Design of GIS-Based Spatial Decision Support System For Hazelnut Cultivation: A Case Study Part of Sakarya, Türkiye. - Beyza Ustaoglu; Elif Sertel; Sinasi Kaya; Yasemin Ezber; Samet Aksoy; Hüseyin Irfan Balik; Orhan Karakaya; Cercis Ikiel; Derya Evrim Koç; Neriman Beyhan (Agro-Geoinformatics, 2024)

The Biophysical Engine: A Global Biophysical Processor in the Google Earth Engine & Assessment of Leaf Area Index. - Samet Aksoy; Haydar Akcay; Elif Sertel (IGARSS, 2024)

Applying Machine Learning for Forest Attribute Mapping in Latvia - Sharing Insights from the Swedish Approach. - Johan E. S. Fransson; Dag Björnberg; Anton Holmström; Jorge F. Lazo; Welf Löve; Mats Nilsson; Jari Salo 001; Maurizio Santoro; Elif Sertel; Shafiullah Soomro; Jörgen Wallerman; Cem Ünsalan; et al. (IGARSS, 2024)

Analyzing Historical Land Cover Change at the Interplay of Urbanization, Rural Depopulation, and Agricultural Land Abandonment in Bulgaria and Turkey Since the 1950s. - M. Erdem Kabadayi; Elif Sertel; Ilay Nur Tumer; Gafur Semi Sengul (IGARSS, 2024)

Automatic Building Extraction From VHR Remote Sensing Images Using Geoai Methods. - Gafur Semi Sengül; Elif Sertel (IGARSS, 2024)

Assessment of soil salinity using explainable machine learning methods and Landsat 8 images. - Samet Aksoy; Elif Sertel; Ribana Roscher; Aysegul Tanik; Nikou Hamzehpour (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Automatic Road Extraction from Historical Maps Using Transformer-Based SegFormers. - Elif Sertel; Can Michael Hucko; Mustafa Erdem Kabadayi (ISPRS Int. J. Geo Inf., 2024)

Exploring You Only Look Once v8 and v9 for efficient airplane detection in very high resolution remote sensing imagery. - Dogu Ilmak; Tolga Bakirman; Elif Sertel (Eng. Appl. Artif. Intell., 2025)