About Me
I am Assistant Professor at the University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC), department of Earth Observation Science (EOS), Enschede, The Netherlands. I received a MSc in Applied Geoinformatics from the University of Salzburg, Austria in 2009 and a PhD in Applied Geoinformatics in 2014 from the same university. My PhD Thesis was dedicated to coupling semantics with object-based image analysis methods for extracting urban land use/land cover classes from very high resolution satellite images. From 2014 until December 2016 I worked as a researcher and lecturer at the Department of Geoinformatics – Z_GIS, University of Salzburg.
Expertise
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)Publications
Recent
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, [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, 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
UT Research Information System
Courses Academic Year 2022/2023
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Courses Academic Year 2021/2022
Contact Details
Visiting Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
ITC
(building no. 75), room 2-035
Hengelosestraat 99
7514AE Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
ITC
2-035
P.O. Box 217
7500 AE Enschede
The Netherlands