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 (ITC)
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
Robotics Expert Keywords
- Ethics
- Machine Learning
- Social and Daily Life
Fingerprint
Dive into the research topics where Caroline Margaux Gevaert is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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Accountable Geo-intelligence
Masinde, B. K., Gevaert, C. M., Nagenborg, M. H. & Zevenbergen, J. A., 2024, (Unpublished).Research output: Contribution to conference › Poster › Academic
File43 Downloads (Pure) -
Algorithmic Fairness in Geo-intelligence Workflows through Causality
Masinde, B., Gevaert, C. M., Nagenborg, M. H., van den Homberg, M. J. C. & Zevenbergen, J. A., 2024.Research output: Contribution to conference › Poster › Academic
Open AccessFile7 Downloads (Pure) -
Auditing geospatial datasets for biases: using global building datasets for disaster risk management
Gevaert, C. M., Buunk, T. & van den Homberg, M. J. C., 2024, In: IEEE Journal of selected topics in applied earth observations and remote sensing. 17, p. 12579-12590 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile16 Downloads (Pure) -
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
Roscher, R., Rußwurm, M., Gevaert, C., Kampffmeyer, M., Santos, J. A. D., Vakalopoulou, M., Hänsch, R., Hansen, S., Nogueira, K., Prexl, J. & Tuia, D., 22 Jun 2024, (E-pub ahead of print/First online) Ithaca, New York: ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile180 Downloads (Pure) -
Optimizing crop type mapping for fairness
Gorbunov, I., Gevaert, C. & Belgiu, M., 11 Mar 2024.Research output: Contribution to conference › Abstract › Academic
Open AccessFile10 Downloads (Pure)
Datasets
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Change detection image dataset for unplanned settlement in Rwanda
Gevaert, C. (Creator), DATA Archiving and Networked Services (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. (Creator), DATA Archiving and Networked Services (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)
Gevaert, C. M. (Chair)
2022 → 2027Activity: Membership › Membership of network
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International Society for Digital Earth (ISDE) (External organisation)
Gevaert, C. M. (Chair)
2021 → …Activity: Membership › Membership of committee
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Accountability in Digital Humanitarianism
Gevaert, C. (Speaker)
1 Dec 2020Activity: Talk or presentation › Invited talk
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Understanding Risk 2020
Gevaert, C. (Participant)
1 Dec 2020Activity: Participating in or organising an event › Organising a conference, workshop, ...
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3D GeoInfo Conference 2019 (Event)
Gevaert, C. (Member)
1 Oct 2019 → 3 Oct 2019Activity: Membership › Membership of committee