Expertises
Earth and Planetary Sciences
- Time Series
- Satellite Image
- Sentinel-2
- Image
- Remote Sensing
- Cartography
- Machine Learning
- Time
Organisaties
Publicaties
2026
Whose 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 (E-pub ahead of print/First online). 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, 1-27 (E-pub ahead of print/First online). 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.2025.104367Prevalence and determinants of stunting and anaemia in children aged 6–23 months: A multilevel analysis from rural Ethiopia (2025)Maternal and child nutrition, 21(1), e13736. Article e13736. Guja, H., Belgiu, M., Baye, K. & Stein, A.https://doi.org/10.1111/mcn.13736
2024
A robust method for mapping soybean by phenological aligning of Sentinel-2 time series (2024)ISPRS journal of photogrammetry and remote sensing, 218(part B), 1-18. Huang, X., Vrieling, A., Dou, Y., Belgiu, M. & Nelson, A.https://doi.org/10.1016/j.isprsjprs.2024.10.015A source-free unsupervised domain adaptation method for cross-regional and cross-time crop mapping from satellite image time series (2024)Remote sensing of environment, 314. Article 114385. Mohammadi, S., Belgiu, M. & Stein, A.https://doi.org/10.1016/j.rse.2024.114385Design and Use of a Stratum-Based Yield Predictions to Address Challenges Associated with Spatial Heterogeneity and Sample Clustering in Agricultural Fields Using Remote Sensing Data (2024)Sustainability (Switzerland), 16(21). Article 9196. Khechba, K., Laamrani, A., Belgiu, M., Stein, A., Dong, Q. & Chehbouni, A.https://doi.org/10.3390/su16219196Towards a healthier food system for rural Ethiopia: integrating food production, diets and nutrition (2024)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). Bayu, H. G.https://doi.org/10.3990/1.9789036563130
Onderzoeksprofielen
Vakken collegejaar 2025/2026
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 2024/2025
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Universiteit Twente
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Universiteit Twente
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