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)

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. Advance online publication. 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. Advance online publication. 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. Advance online publication. 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. Advance online publication. https://doi.org/10.1080/19475683.2022.2043937

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. 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. Advance online publication. 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. Advance online publication. 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. Advance online publication. https://doi.org/10.1016/j.jag.2021.102405

Shetty, S., Kumar Gupta, P. , Belgiu, M., & Srivastav, S. K. (2021). Assessing the effect of training sampling design on the performance of machine learning classifiers for land cover mapping using multi-temporal Remote Sensing Data and Google Earth Engine. Remote sensing, 13(8), 1-22. https://doi.org/10.3390/rs13081433

Gella, G. W. , Bijker, W. , & Belgiu, M. (2021). Mapping crop types in complex farming areas using SAR imagery with dynamic time warping. ISPRS journal of photogrammetry and remote sensing, 175, 171-183. Advance online publication. https://doi.org/10.1016/j.isprsjprs.2021.03.004

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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.