Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Informal Settlement Mapping with Unmanned Aerial Vehicles, Faculty of Geo-Information Science and Earth Observation of the University of Twente
Sept 2014 → Oct 2018
Award Date: 19 Oct 2018
Master, Geospatial Information Systems, Lund University
2012 → 2014
Award Date: 31 Aug 2014
Master, Remote Sensing, Universitat de Valencia
Sept 2012
Award Date: 30 Sept 2013
Bachelor, International Land and Water Management, Wageningen University & Research
2008 → 2011
Award Date: 31 May 2011
External positions
Consultant, World Bank
Oct 2017 → …
Artificial Intelligence Expert
- Machine Learning: from Traditional Methods to Deep Neural Networks
- Computer Vision
- Geo Sciences
- Ethical Dimensions of AI
- Societal Context of AI
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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IDeaMapSudan: Geo-spatial modelling of urban poverty
Kuffer, M., Ali, I. M. M., Gummah, A., Da Silva Mano, A., Sakhi, W., Kushieb, I., Girgin, S., Eltiny, N., Kumi, J., Abdallah, M., Bad, M., Ahmed, F., Hamza, M., Wang, J., Elzaki, T., Gevaert, C. & Flasse, C., 8 Jun 2023, 2023 Joint Urban Remote Sensing Event (JURSE). IEEE, p. 1-4 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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AI ethics and data governance in the geospatial domain of Digital Earth
Micheli, M., Gevaert, C. M., Carman, M., Craglia, M., Daemen, E., Ibrahim, R. E., Kotsev, A., Mohamed-Ghouse, Z., Schade, S., Schneider, I., Shanley, L. A., Tartaro, A. & Vespe, M., 1 Jul 2022, In: Big Data and Society. 9, 2Research output: Contribution to journal › Comment/Letter to the editor › Academic › peer-review
Open AccessFile2 Citations (Scopus)60 Downloads (Pure) -
Assessing the generalization capability of deep learning networks for aerial image classification using landscape metrics
Gevaert, C. M. & Belgiu, M., Nov 2022, In: International Journal of Applied Earth Observation and Geoinformation. 114, 103054.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)29 Downloads (Pure) -
Digital Twin creation for slums in Brazil based on UAV data
Khawte, S. S., Koeva, M. N., Gevaert, C. M., Oude Elberink, S. J. & Pedro, A. A., 14 Oct 2022, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: 17th 3D GeoInfo Conference. Aleksandrov, M., Barton, J. & Zlatanova, S. (eds.). Copernicus, Vol. XLVIII-4/W4-2022. p. 75-81 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile4 Citations (Scopus)83 Downloads (Pure) -
Explainable AI for earth observation: A review including societal and regulatory perspectives
Gevaert, C. M., Aug 2022, In: International Journal of Applied Earth Observation and Geoinformation (JAG). 112, 11 p., 102869.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile14 Citations (Scopus)413 Downloads (Pure)
Datasets
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Change detection image dataset for unplanned settlement in Rwanda
Gevaert, C. M. (Creator), DANS , 18 May 2020
DOI: 10.17026/dans-26k-5t9b, https://www.persistent-identifier.nl/urn:nbn:nl:ui:13-fc-ojt6
Dataset
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UAV imagery over the settlement of Agatare in Kigali, Rwanda
Gevaert, C. M. (Creator), DANS , 15 Nov 2018
DOI: 10.17026/dans-xuv-cr3u, https://www.persistent-identifier.nl/urn:nbn:nl:ui:13-0x-uc5h
Dataset
Prizes
Activities
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De Jonge Akademie (External organisation)
Caroline Margaux Gevaert (Chair)
2022 → 2027Activity: Membership › Membership of network
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International Society for Digital Earth (External organisation)
Caroline Margaux Gevaert (Chair)
2021 → …Activity: Membership › Membership of committee
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Accountability in Digital Humanitarianism
Caroline Gevaert (Speaker)
1 Dec 2020Activity: Talk or presentation › Invited talk
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Understanding Risk 2020
Caroline Gevaert (Participant)
1 Dec 2020Activity: Participating in or organising an event › Organising a conference, workshop, ...
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International Conference on Unmanned Aerial Vehicles in Geomatics 2019 (Event)
Caroline Gevaert (Member)
10 Jun 2019Activity: Membership › Membership of committee