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)

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. 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

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. https://doi.org/10.1016/j.isprsjprs.2021.03.004

Belgiu, M. , Bijker, W., Csillik, O. , & Stein, A. (2021). Phenology-based sample generation for supervised crop type classification. International Journal of Applied Earth Observation and Geoinformation (JAG), 95, 1-13. [102264]. https://doi.org/10.1016/j.jag.2020.102264

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