Expertises
Earth and Planetary Sciences
- Time Series
- Satellite Image
- Image
- Cartography
- Sentinel-2
- Remote Sensing
- Time
- Investigation
Organisaties
Publicaties
2025
Exploring 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/10.3990/1.9789036563130Diagnostics of urban flooding in Nairobi (2024)[Book/Report › Report]. Zenodo. Trento Oliveira, L., Kuffer, M., Belgiu, M. & Dijkstra, A. M.https://doi.org/10.5281/zenodo.14650088Filling real-world evidence gaps of flood exposure in slums: Applying fast simulation models, open earth observation products and citizen science in African cities (2024)[Contribution to conference › Poster] EO for Africa Symposium 2024 . Trento Oliveira, L., Kuffer, M., Belgiu, M. & Dijkstra, A. M.https://doi.org/10.5281/zenodo.15687893Gathering, structuring, and analyzing the space-related educational programs and their courses at the Bachelor, Master, Phd, and continuous education levels. (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 3732-3735) (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE. Belgiu, M., Al Asmar, Y., Vargas Maretto, R., La, H., Ronzhin, S., Thiemann, H., Kerkezian, S., Kolehmainen, M., Bodenan, J. D., Stupar, D., Peter, N., Petrakis, G., Maddock, C. & Detsis, E.https://doi.org/10.1109/IGARSS53475.2024.10640886Multi-feature fusion network for efficient cloud removal using SAR-optical image fusion (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 9062-9065) (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE. Duan, C., Belgiu, M. & Stein, A.https://doi.org/10.1109/IGARSS53475.2024.10641774Stratified machine learning models for wheat yield estimation using remote sensing data (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 1946-1949) (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2024). IEEE. Khechba, K., Belgiu, M., Laamrani, A., Dong, Q., Stein, A. & Chehbouni, A.https://doi.org/10.1109/IGARSS53475.2024.10641044Crop type mapping from satellite image time series using deep learning (2024)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). Mohammadi, S.https://doi.org/10.3990/1.9789036560993Efficient cloud removal network for satellite images using SAR-optical image fusion (2024)IEEE geoscience and remote sensing letters, 21, 1-5. Article 6008605. Duan, C., Belgiu, M. & Stein, A.https://doi.org/10.1109/LGRS.2024.3397875Mapping tobacco planting areas in smallholder farmlands using phenological-spatial-temporal LSTM from time-series Sentinel-1 SAR images (2024)International Journal of Applied Earth Observation and Geoinformation (JAG), 129. Article 103826. Li, M., Feng, X. & Belgiu, M.https://doi.org/10.1016/j.jag.2024.103826
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
Vakken collegejaar 2023/2024
Adres
Universiteit Twente
Langezijds (gebouwnr. 19), kamer 1326
Hallenweg 8
7522 NH Enschede
Universiteit Twente
Langezijds 1326
Postbus 217
7500 AE Enschede
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