Expertises
Earth and Planetary Sciences
- Sentinel-2
- Time Series
- Machine Learning
- Synthetic Aperture Radar
- Remote Sensing
- Remote Sensing Data
- Regional Geography
Computer Science
- Satellite Image
Organisaties
Publicaties
2026
Diagnostic of urban flooding in Kisumu: Report 2026 (2026)[Book/Report › Report]. University of Twente. Trento Oliveira, L., Kuffer, M., Dijkstra, A. M. & Belgiu, M.https://doi.org/10.5281/zenodo.20814676Exposed yet unmapped: Evidence of differential flood exposure in deprived urban areas using citizen science (2026)npj Urban Sustainability. Trento Oliveira, L., Campomanes V, F., Dijkstra, A. M., Belgiu, M., Adiku, P., Wanjiru, N., Onyango, L., Flor, R., Ibraimo, D., van den Bout, B., Zevenbergen, J. A. & Kuffer, M.https://doi.org/10.1038/s42949-026-00428-8Chat with point: LLM-driven visual question answering for InSAR-based disaster management (2026)[Contribution to conference › Abstract] 13th International workshop on “Advances in the Science and Applications of SAR Interferometry”, Fringe 2026. Li, S., Aghababaei, H. & Belgiu, M.Land cover classification of Sentinel-1 images at subpixel level using deep learning (2026)Remote sensing letters, 17(5), 607-620 (E-pub ahead of print/First online). Habiba, U., Aghababaei, H. & Belgiu, M.https://doi.org/10.1080/2150704X.2026.2661869Multi-modality transfer learning for cloudy remote sensing images: Addressing modality imbalance with knowledge distillation (2026)Pattern recognition, 177. Article 113361 (E-pub ahead of print/First online). Wang, Y., Xiao, R., Li, H., Belgiu, M. & Tao, C.https://doi.org/10.1016/j.patcog.2026.113361Whose city is it?: Mapping perceived urban livability with citizen-guided AI (2026)npj Urban Sustainability, 6(1). Article 16 (E-pub ahead of print/First online). Campomanes V, F., Abascal, A., Trento Oliveira, L., Kuffer, M., Dijkstra, A. M., Stein, A. & Belgiu, M.https://doi.org/10.1038/s42949-025-00320-xFusion of EnMAP/PRISMA hyperspectral and Sentinel-2 multispectral imagery for estimating crop traits (2026)International journal of remote sensing, 47(4), 1699-1726. Yilmaz, V., Yilmaz, C. S., Belgiu, M., Candiani, G., Pepe, M., Boschetti, M., Nutini, F. & Marshall, M.https://doi.org/10.1080/01431161.2026.2612849
2025
Improved mapping of perennial crop types based on intra-annual biophysical changing patterns of spectral endmembers (2025)Remote sensing of environment, 331. Article 115059. Gao, X., Hu, Q., Sun, D., Belgiu, M., Lun, F., Sun, Q., Ji, Z. & Jiao, X.https://doi.org/10.1016/j.rse.2025.115059Satellite SAR-optical image fusion for cloud-free image generation (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). Duan, C.https://doi.org/10.3990/1.9789036569408Diagnostic of urban flooding and livability in Ghana (2025)[Book/Report › Report]. Zenodo. Trento Oliveira, L., Campomanes V, F., Kuffer, M., Belgiu, M. & Dijkstra, A. M.https://doi.org/10.5281/zenodo.17403979Food production and intra-household dietary diversity: Evidence from agroecologically diverse rural households in Ethiopia (2025)Agroecology and Sustainable Food Systems, 50(4), 1-27. Bayu, H. G., Belgiu, M., Baye, K. & Stein, A.https://doi.org/10.1080/21683565.2025.2538146Optimizing crop type mapping for fairness (2025)International Journal of Applied Earth Observation and Geoinformation (JAG), 142. Article 104672. Gorbunov, I., Gevaert, C. M. & Belgiu, M.https://doi.org/10.1016/j.jag.2025.104672The SPACE4ALL Project: Accounting for the hazard exposure of the urban poor: Combining remote sensing and citizen science (2025)In 2025 Joint Urban Remote Sensing Event (JURSE) (pp. 1-4). IEEE. Trento Oliveira, L., Campomanes, E., Belgiu, M., Dijkstra, A., Abascal, A. & Kuffer, M.https://doi.org/10.1109/JURSE60372.2025.11076002Exploring the relation of livability mapping and flood exposure analysis by combining remote sensing and citizen science (2025)In Proceedings of the 44th EARSeL Symposium (pp. 215-220) (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus. Campomanes, F., Trento Oliveira, L., Belgiu, M., Abascal, A., Dijkstra, A. & Kuffer, M.https://doi.org/10.5194/isprs-archives-XLVIII-M-7-2025-215-2025The impact of spatiotemporal variability of environmental conditions on wheat yield forecasting using remote sensing data and machine learning (2025)International Journal of Applied Earth Observation and Geoinformation (JAG), 136. Article 104367. Khechba, K., Belgiu, M., Laamrani, A., Stein, A., Amazirh, A. & Chehbouni, A.https://doi.org/10.1016/j.jag.2025.104367
Onderzoeksprofielen
Vakken collegejaar 2026/2027
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
Vakken collegejaar 2025/2026
Vakken collegejaar 2024/2025
Adres
Universiteit Twente
Langezijds (gebouwnr. 19), kamer 1326
Hallenweg 8
7522 NH Enschede
Universiteit Twente
Langezijds 1326
Postbus 217
7500 AE Enschede
Scan de QR-code of