Publications | GeoAI-based Land Use Land Cover Segmentation

Publications

Kabadayi, M. Erdem, Elif Sertel, Ilay Nur Tumer, and Gafur Semi Sengul. “Analyzing Historical Land Cover Change at the Interplay of Urbanization, Rural Depopulation, and Agricultural Land Abandonment in Bulgaria and Turkey Since the 1950s,” in IGARSS 2024 – 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024, 4722–26, https://doi.org/10.1109/IGARSS53475.2024.10640416.
Sertel, Elif, M. Erdem Kabadayi, Gafur Semi Sengul, and Ilay Nur Tumer. “HexaLCSeg: A Historical Benchmark Dataset from Hexagon Satellite Images for Land Cover Segmentation.” IEEE Geoscience and Remote Sensing Magazine. https://doi.org/10.1109/MGRS.2024.3394248 (in print).
Osgouei, Paria Ettehadi, Elif Sertel, and M. Erdem Kabadayi. “Assessing the Accuracy of the Esa WorldCover 2021 for the Local Region of Lalapasa/Edirne, Turkey and Recommending Possible Accuracy Improvement Strategies.” In 2023 11th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), 1–4, 2023. https://doi.org/10.1109/Agro-Geoinformatics59224.2023.10233678.
Sertel, Elif, Cengiz Avci, and Mustafa Erdem Kabadayi. “Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images.” In IGARSS 2023 – 2023 IEEE International Geoscience and Remote Sensing Symposium, 2622–25, 2023. https://doi.org/10.1109/IGARSS52108.2023.10281819.