dr. M. Belgiu (Mariana)

Engineering & Materials Science

# Crops
# Earth (Planet)
# Micronutrients

Earth & Environmental Sciences

# Crop
# Earth Observation
# Remote Sensing

Physics & Astronomy

# Crops
# Radar Imagery

Faculty of Geo-Information Science and Earth Observation (ITC), Department of Earth Observation Science (EOS)

Duan, C. , Belgiu, M. , & Stein, A. (2024). Feature enhancement network for cloud removal in optical images by fusing with SAR images. International journal of remote sensing, 45(1), 51-67. https://doi.org/10.1080/01431161.2023.2292014

Bayu, H. G. , Belgiu, M., Embibel, L., Baye, K. , & Stein, A. (2023). Examining energy and nutrient production across the different agroecological zones in rural Ethiopia using statistical methods. Food Science and Nutrition, 11(12), 7565-7580. https://doi.org/10.1002/fsn3.3676

Penning de Vries, M. J. M. , Kioko, C. , Tjaden, N. B. , Belgiu, M. , & Blanford, J. I. (2023). Satellites for geohealth: improving health researchers’ access and use of satellite data. Poster session presented at KNAW Symposium Planetary Health 2023, Amsterdam, Netherlands.

Mohammadi, S. , Belgiu, M. , & Stein, A. (2023). Improvement in crop mapping from satellite image time series by effectively supervising deep neural networks. ISPRS journal of photogrammetry and remote sensing, 198, 272-283. https://doi.org/10.1016/j.isprsjprs.2023.03.007

Belgiu, M. , Marshall, M., Boschetti, M., Pepe, M. , Stein, A. , & Nelson, A. (2023). PRISMA and Sentinel-2 spectral response to the nutrient composition of grains. Remote sensing of environment, 292, Article 113567. https://doi.org/10.1016/j.rse.2023.113567

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., & Monfort muriach, A. (2022). Updating and using the EO4GEO Body of Knowledge for (AI) concept annotation. AGILE: GIScience Series, 3, 1-6. https://doi.org/10.5194/agile-giss-3-44-2022

Gevaert, C. M. , & Belgiu, M. (2022). Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics. International Journal of Applied Earth Observation and Geoinformation, 114, Article 103054. https://doi.org/10.1016/j.jag.2022.103054

Marshall, M. , Belgiu, M., Boschetti, M., Pepe, M. , Stein, A. , & Nelson, A. (2022). Field-level crop yield estimation with PRISMA and Sentinel-2. ISPRS journal of photogrammetry and remote sensing, 187, 191-210. https://doi.org/10.1016/j.isprsjprs.2022.03.008

Stein, A., Detotto, C. , & Belgiu, M. (2022). A spatial statistical study of the distribution of Sardinian nuraghes. Annals of GIS, 28(3), 245-261. https://doi.org/10.1080/19475683.2022.2043937

Mohammadi, S. , Belgiu, M. , & Stein, A. (2021). 3D fully convolutional neural networks with intersection over union loss for crop mapping from multi-temporal satellite images. 5834-5837. Paper presented at 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium. https://doi.org/10.1109/IGARSS47720.2021.9554573

Owusu, M. , Kuffer, M. , Belgiu, M., Grippa, T., Lennert, M., Georganos, S., & Vanhuysse, S. (2021). Geo-ethics in slum mapping. In 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (pp. 5700-5703). (IEEE International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2021). IEEE. https://doi.org/10.1109/IGARSS47720.2021.9553570

Owusu, M. , Kuffer, M. , Belgiu, M., Grippa, T., Lennert, M., Georganos, S., & Vanhuysse, S. (2021). Towards user-driven earth observation-based slum mapping. Computers, environment and urban systems, 89, 101681. Article 101681. https://doi.org/10.1016/j.compenvurbsys.2021.101681

Belgiu, M. , Marshall, M. T., Boschetti, M., Pepe, M. , Stein, A. , & Lievens, C. (2021). HyNutri: estimating the nutritional composition of wheat from multi-temporal PRISMA data. In 2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS (pp. 471-474). IEEE. https://doi.org/10.1109/IGARSS47720.2021.9553614

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. (2021). Evaluating post-fire recovery of Latroon dry forest using Landsat ETM+, unmanned aerial vehicle and field survey data. Journal of arid environments, 193, 1-10. Article 104587. https://doi.org/10.1016/j.jaridenv.2021.104587

Moola, W. S. , Bijker, W. , Belgiu, M. , & Li, M. (2021). Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images  . International Journal of Applied Earth Observation and Geoinformation (JAG), 102, 1-16. Article 102405. https://doi.org/10.1016/j.jag.2021.102405

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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.