Overview Research Education Projects Contact
CV
2023 - Associate Professor, University of Twente, Faculty ITC
2017 - International Consultant, the World Bank
2018 - 2023Ā Assistant Professor, University of Twente, Faculty ITC
2014 - 2018 PhD on Informal Settlement Mapping with UAV imagery (cum laude), University of Twente, Faculty ITC
2012-2014 MSc Geographical Information Systems, Lund University, Sweden
2012-2013 MSc Remote Sensing, University of Valencia, Spain
2008-2011 BSc International Land and Water Management, Wageningen University, the Netherlands
Ā
Awards and Grants
2022 - KNAWĀ āĀ Member of the Dutch Young Academy of Scientists (De Jonge Akademie )
2021 - NWO VeniĀ ā Bridging the gap between Artificial Intelligence and society: Developing responsible and viable solutions for geospatial data
2020 - NWO MVIĀ ā Disastrous information: embedding āDo No Harmā principles into innovative geo-intelligence workflows for effective humanitarian action
2020 - Nederlandse Commissie voor GeodesieĀ - J.M. Tienstra Onderzoeksprijs
Expertise Earth and Planetary Sciences Datum Pilotless Aircraft Imagery Cartography Area Metropolitan Area Image Investigation Organisations Publications Better, not just more: Data-centric machine learning for earth observation (2024) IEEE geoscience and remote sensing magazine, 12 (4), 335-355. Roscher, R., Russwurm, M., Gevaert, C. , Kampffmeyer, M., Dos Santos, J. A., Vakalopoulou, M., Hansch, R., Hansen, S., Nogueira, K., Prexl, J. & Tuia, D.https://doi.org/10.1109/MGRS.2024.3470986 Auditing Flood Vulnerability Geo-Intelligence Workflow for Biases (2024) ISPRS international journal of geo-information, 13 (12), 1-22. Article 419. Masinde, B., Gevaert, C. , Nagenborg, M., van den Homberg, M., Margutti, J., Gortzak, I. & Zevenbergen, J.https://doi.org/10.3390/ijgi13120419 De Olho na Mata: monitoring Atlantic forests with drones and few-shot learning (2024) International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 48 (3), 387-392. Pedro, A. A., Javan, F. D., Georgievska, S., Barreto, E. H. P., Ku, O., de Oliveira, F., Oliveira, P. d. P. & Gevaert, C. https://doi.org/10.5194/isprs-archives-xlviii-3-2024-387-2024 Explainable few-shot learning workflow for detecting invasive and exotic tree species (2024) [Dataset Types › Dataset]. Zenodo. Ku, O., Pedro, A. A., Gevaert, C. M. & Cheng, H. https://doi.org/10.5281/zenodo.13380285 Responsible AI for Earth Observation (2024) [Working paper › Preprint]. ArXiv.org (E-pub ahead of print/First online). Ghamisi, P., Yu, W., Marinoni, A., Gevaert, C. M. , Persello, C., Selvakumaran, S., Girotto, M., Horton, B. P., Rufin, P., Hostert, P., Pacifici, F. & Atkinson, P. M. https://doi.org/10.48550/arXiv.2405.20868 Optimizing crop type mapping for fairnessĀ (2024) [Contribution to conference › Abstract] EGU General Assembly 2024 . Gorbunov, I., Gevaert, C. & Belgiu, M. https://doi.org/10.5194/egusphere-egu24-19021 XAI for small-data problems in remote sensing: monitoring Atlantic forests with UAVs (2024) [Contribution to conference › Abstract] EGU General Assembly 2024 . Chandramouli, P., Gevaert, C. M. , Nattino, F., Ku, O., Pedro, A. A., Oliveira, P. d. P., Barreto, E. H. P. & Ovileira, F. d. https://doi.org/10.5194/egusphere-egu24-9192 Accountable Geo-intelligence (2024) [Contribution to conference › Poster] 5th Digital Society Conference 2024 (Unpublished). Masinde, B. K., Gevaert, C. M. , Nagenborg, M. H. & Zevenbergen, J. A. Algorithmic Fairness in Geo-intelligence Workflows through Causality (2024) [Contribution to conference › Poster] 3rd European Workshop on Algorithmic Fairness, EWAF 2024 . Masinde, B., Gevaert, C. M. , Nagenborg, M. H., van den Homberg, M. J. C. & Zevenbergen, J. A. Algorithmic Fairness in Geo-intelligence Workflows through Causality (2024) In Proceedings of the 3rd European Workshop on Algorithmic Fairness (CEUR workshop proceedings; Vol. 3908). CEUR. Masinde, B. K., Gevaert, C. M. , Nagenborg, M. H., van den Homberg, M. & Zevenbergen, J. A. Research profiles Affiliated study programs Courses academic year 2025/2026 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 2024/2025 Courses academic year 2023/2024 2021 - NWO Veni ā Bridging the gap between Artificial Intelligence and society: Developing responsible and viable solutions for geospatial data
2020 - NWO MVI ā Disastrous information: embedding āDo No Harmā principles into innovative geo-intelligence workflows for effective humanitarian action
2020 - Nuffic-OKP Tailor-Made Training Plus - Capacity strengthening for gender responsive and sustainable urban development: Integrated Deprivation Area Mapping System for Displacement Durable Solutions and socio-economic reconstruction in Khartoum, Sudan (IDeAMapSudan)
2019-2020 - Nuffic-OKP Tailor-Made Training - Satellite and Unmanned Aerial Vehicle (UAV) Remote Sensing Applications contributing to the creation of ecologically sustainable food and water management systems in Jordan