URBAN DEVELOPMENT EXPLORATIONS USING NATURAL EXPERIMENTS
URBAN DEVELOPMENT EXPLORATIONS USING NATURAL EXPERIMENTS
URBAN DEVELOPMENT EXPLORATIONS USING NATURAL EXPERIMENTS
Publications
- Deniz, O., Pekkan, H., & Ozbayoğlu, A. M. (2025). From spectral indices to actionable insights: Sensitivity analysis of a multispectral U-Net for spatially-optimized urban heat island mitigation. Paper ID 13710-62, Proc. SPIE Future Sensing Technologies Conference, Yokohama, Japan, November 11-13, 2025.
- Deniz, O., Pekkan, H., & Ozbayoğlu, A. M. (2025). Deep learning framework for urban seismic risk assessment: A two-phase similarity algorithm for damage prediction and loss estimation across European-Mediterranean cities. Paper ID 13710-77, Proc. SPIE Future Sensing Technologies Conference, Yokohama, Japan, November 11-13, 2025.
- Musaoğlu, N., Kapukaya, B., Lenk, O., Erbay, Y., & Kara, S. N., (2026). Uzaktan algılama verisi tabanlı coğrafi veri küpü teknolojisi: UDENE uygulaması. Geomatik, 11(1), 53–60. https://doi.org/10.29128/geomatik.1659359
- Yordanov, V., Oxoli, D., Obrenović, N., Pejak, B., Lenk, O., Musaoğlu, N., Kapukaya, B., Erbay, Y., Kara, S., İpek, T. Y., Rajhi, M., El Fadhel, A., Souissi, S., Ozbayoğlu, A. M., Pekkan, H., Deniz, O., Türker, M. A., Carević Tomić, M., & Brovelli, M. A. (2025). Harnessing EO and natural experiments for urban development: The UDENE approach. Proc. Symposium on GeoSpatial Technologies: Visions and Horizons, Çanakkale, Türkiye, 8-10 October 2025.
- Kopanja, M., Maglevannaia, P., Carević Tomić, M., & Obrenović, N. (2025). Integrating ML and XAI with urban planning: Air quality predictions to support traffic optimization. In 9th International Conference on Advances in Artificial Intelligence (ICAAI 2025), November 14–16, 2025, Manchester, UK. ACM.
- Souissi, S., Rajhi, M., Yordanov, V., Barkallah, H., Lenk, O., Obrenović, N., Özbayoğlu, M., Erbay, Y., Pejak, B., Brovelli, M. A., Türker, M. A., El Fadhel, A., (2025). Tunisia’s use case from the UDENE’s earth observation data cube and tools: Effect of a linked park system on heat load. Paper no 686, Proc. MedGU Mediterranean Geosciences Union, Athens, Greece, 10-12 November 2025