Expertises
Earth and Planetary Sciences
- Image
- Cartography
- Time
- Investigation
- Area
- Datum
- Remote Sensing
- Sentinel-2
Organisaties
Publicaties
2024
Crop type mapping from satellite image time series using deep learning. University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC). Mohammadi, S.https://doi.org/10.3990/1.9789036560993Optimizing crop type mapping for fairness . Gorbunov, I., Gevaert, C. & Belgiu, M.https://doi.org/10.5194/egusphere-egu24-19021Feature enhancement network for cloud removal in optical images by fusing with SAR images, 51-67. Duan, C., Belgiu, M. & Stein, A.https://doi.org/10.1080/01431161.2023.2292014
2023
Examining energy and nutrient production across the different agroecological zones in rural Ethiopia using statistical methods, 7565-7580. Bayu, H. G., Belgiu, M., Embibel, L., Baye, K. & Stein, A.https://doi.org/10.1002/fsn3.3676PRISMA and Sentinel-2 spectral response to the nutrient composition of grains, Article 113567. Belgiu, M., Marshall, M., Boschetti, M., Pepe, M., Stein, A. & Nelson, A.https://doi.org/10.1016/j.rse.2023.113567Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks, 272-283. Mohammadi, S., Belgiu, M. & Stein, A.https://doi.org/10.1016/j.isprsjprs.2023.03.007Satellites for geohealth: improving health researchers’ access and use of satellite data. Penning de Vries, M. J. M., Kioko, C., Tjaden, N. B., Belgiu, M. & Blanford, J. I.
2022
Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics, Article 103054. Gevaert, C. M. & Belgiu, M.https://doi.org/10.1016/j.jag.2022.103054A spatial statistical study of the distribution of Sardinian nuraghes, 245-261. Stein, A., Detotto, C. & Belgiu, M.https://doi.org/10.1080/19475683.2022.2043937Field-level crop yield estimation with PRISMA and Sentinel-2, 191-210. Marshall, M., Belgiu, M., Boschetti, M., Pepe, M., Stein, A. & Nelson, A.https://doi.org/10.1016/j.isprsjprs.2022.03.008Updating and using the EO4GEO Body of Knowledge for (AI) concept annotation, 1-6. Lemmens, R., Albrecht, F., Lang, S., Casteleyn, S., Stelmaszczuk-Górska, M., Olijslagers, M., Belgiu, M., Granell, C., Augustijn, P. W. M., Pathe, C., Missoni-Steinbacher, E.-m. & Monfort muriach, A.https://doi.org/10.5194/agile-giss-3-44-2022
2021
HyNutri: estimating the nutritional composition of wheat from multi-temporal PRISMA dataIn 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS (pp. 471-474). IEEE. Belgiu, M., Marshall, M. T., Boschetti, M., Pepe, M., Stein, A. & Lievens, C.https://doi.org/10.1109/IGARSS47720.2021.9553614Geo-ethics in slum mappingIn 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (pp. 5700-5703). IEEE. Owusu, M., Kuffer, M., Belgiu, M., Grippa, T., Lennert, M., Georganos, S. & Vanhuysse, S.https://doi.org/10.1109/IGARSS47720.2021.9553570Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images , Article 102405, 1-16. Moola, W. S., Bijker, W., Belgiu, M. & Li, M.https://doi.org/10.1016/j.jag.2021.102405Evaluating post-fire recovery of Latroon dry forest using Landsat ETM+, unmanned aerial vehicle and field survey data, Article 104587, 1-10. Qarallah, B., Al-Ajlouni, M., Al-Awasi, A., Alkarmy, M., Al-Qudah, E., Naser, A. B., Al-Assaf, A., Gevaert, C. M., Al Asmar, Y., Belgiu, M. & Othman, Y. A.https://doi.org/10.1016/j.jaridenv.2021.104587
Onderzoeksprofielen
Vakken collegejaar 2023/2024
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 2022/2023
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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