ITC-SCI-GAIA

Expertises

  • Earth and Planetary Sciences

    • Remote Sensing
    • Image Analysis
    • Earthquake
    • Damage Assessment
    • Image Classification
    • Machine Learning
  • Computer Science

    • Unmanned Aerial Vehicle
    • Convolutional Neural Network

Organisaties

Nevenwerkzaamheden

  • Norwegian Geotechnical Institute (NGI)Member of an International Scientific Advisory Board (ISAB)

Publicaties

2026

ZeD-MAP: Bundle adjustment guided zero-shot depth maps for real-time aerial imaging (2026)[Working paper › Preprint]. ArXiv.org. Iz, S. A., Nex, F. C., Kerle, N., Meissner, H. & Berger, R.https://doi.org/10.48550/arXiv.2604.04667Remote sensing for disaster risk management: Advances and limitations (2026)In Comprehensive Remote Sensing- (pp. 257-279) (Comprehensive Remote Sensing; Vol. 9). Elsevier. Kerle, N. & van den Homberg, M.https://doi.org/10.1016/B978-0-443-13220-9.00044-5

2025

Real-time bundle adjustment for ultra-high-resolution UAV imagery using adaptive patch-based feature tracking (2025)In ISPRS ICWG II/Ia, ICWG I/IV UAV-g 2025 : Uncrewed Aerial Vehicles in Geomatics (pp. 73-80) (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus. Iz, S. A., Nex, F. C., Kerle, N., Meissner, H. & Berger, R.https://doi.org/10.5194/isprs-annals-X-2-W2-2025-73-2025Evaluating impact-based forecasting models for tropical cyclone anticipatory action (2025)International journal of disaster risk reduction, 129. Article 105782. Sedhain, S., van den Homberg, M., Teklesadik, A., van Aalst, M. K. & Kerle, N.https://doi.org/10.1016/j.ijdrr.2025.105782Spatial econometric modeling of socioeconomic vulnerability and flood impact: Towards a risk-layering approach in southern Malawi (2025)International journal of disaster risk reduction, 121. Article 105433. Ferman Carral, C., Bockarjova, M., van den Homberg, M., Osei, F. & Kerle, N.https://doi.org/10.1016/j.ijdrr.2025.105433Challenges and opportunities in the harmonization of trigger models for Anticipatory Action: a multi-hazard and multi-agency perspective (2025)[Contribution to conference › Abstract] EGU General Assembly 2025. Sedhain, S., Castellana, D., Agmon, G., Rosenthal, T., Holkenborg, E. K., van den Homberg, M. & Kerle, N.https://doi.org/10.5194/egusphere-egu25-14500

2024

Disasters: Risk Assessment, Management, and Post-disaster Studies Using Remote Sensing (2024)In Remote sensing handbook: Droughts, disasters, pollution, and urban mapping (pp. 153-198). CRC Press (Taylor & Francis). Kerle, N.https://doi.org/10.1201/9781003541417-83D City Digital Twin Simulation to Mitigate Heat Risk of Urban Heat Islands (2024)In 3D City Digital Twin Simulation to Mitigate Heat Risk of Urban Heat Islands (pp. 129-136). Copernicus. Sukma, A. I., Koeva, M. N., Reckien, D., Bočkarjova, M., Da Silva Mano, A., Canilli, G., Vicentini, G. & Kerle, N.https://doi.org/10.5194/isprs-archives-XLVIII-4-W11-2024-129-2024End-to-End Nano-Drone Obstacle Avoidance for Indoor Exploration (2024)Drones , 8(2). Article 33. Zhang, N., Nex, F. C., Vosselman, G. & Kerle, N.https://doi.org/10.3390/drones8020033Complementarity of field and remote sensing based damage assessments in the early analysis of shelter loss for the February 2023 Türkiye earthquakes (2024)In Proceedings of the 7th International Conference on Earthquake Engineering and Seismology - 7ICEES 2023—Volume 2 (pp. 477-489) (Lecture Notes in Civil Engineering; Vol. 401 LNCE). Springer. Buznego Puerto, C., van den Homberg, M. J. C., Margutti, J., Kundak, S., Goksu, C., Yılmaz, A., Aşıcı, A. A. & Kerle, N.https://doi.org/10.1007/978-3-031-57357-6_41

Onderzoeksprofielen

Adres

Universiteit Twente

Langezijds (gebouwnr. 19), kamer 1411
Hallenweg 8
7522 NH Enschede

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