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)

Lemmens, R., Albrecht, F., Lang, S., Casteleyn, S., Stelmaszczuk-Górska, M., Olijslagers, M. , Belgiu, M., Granell, C. , Augustijn, E., 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, [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

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. [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. [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. [102405]. 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

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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.