Caroline Gevaert

Oldham Council — United Kingdom

Environmental Science · Physical Sciences

23h-index2.4kcitations79works3.62yr avg
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Research Topics

Remote Sensing and LiDAR Applications(23), Remote-Sensing Image Classification(19), 3D Surveying and Cultural Heritage(16), Remote Sensing in Agriculture(12), Land Use and Ecosystem Services(11)

Publications79 total

Publisher Correction: Earth observations for climate adaptation: tracking progress towards the Global Goal on Adaptation through satellite-derived indicators
npj Climate and Atmospheric Science·2025Open Access
AI-Derived Structural Building Intelligence for Urban Resilience: An Application in Saint Vincent and the Grenadines
arXiv (Cornell University)·2025Open Access
Better, Not Just More: Data-centric machine learning for Earth observation
IEEE Geoscience and Remote Sensing Magazine·2025· 1 citedOpen Access
Explainable few-shot learning workflow for detecting invasive and exotic tree species
Scientific Reports·2025· 3 citedOpen Access
Optimizing crop type mapping for fairness
International Journal of Applied Earth Observation and Geoinformation·2025Open Access
Responsible Artificial Intelligence for Earth Observation: Achievable and realistic paths to serve the collective good
IEEE Geoscience and Remote Sensing Magazine·2025· 9 citedOpen Access
Optimizing Crop Type Mapping for Fairness
SSRN Electronic Journal·2025Open Access
Auditing Flood Vulnerability Geo-Intelligence Workflow for Biases
ISPRS International Journal of Geo-Information·2024· 9 citedOpen Access
De Olho na Mata: monitoring Atlantic Forests with drones and few-shot learning
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2024Open Access
Explainable few-shot learning workflow for detecting invasive and exotic tree species
arXiv (Cornell University)·2024Open Access
Better, Not Just More: Data-centric machine learning for Earth observation
IEEE Geoscience and Remote Sensing Magazine·2024· 11 citedOpen Access
Responsible AI for Earth Observation
arXiv (Cornell University)·2024· 1 citedOpen Access
Optimizing crop type mapping for fairness 
2024Open Access
XAI for small-data problems in remote sensing: monitoring Atlantic forests with UAVs
2024Open Access
Auditing geospatial datasets for biases: using global building datasets for disaster risk management
2024· 3 citedOpen Access
Auditing Geospatial Datasets for Biases: Using Global Building Datasets for Disaster Risk Management
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024· 21 citedOpen Access
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
arXiv (Cornell University)·2023· 4 citedOpen Access
Group-Privacy Threats for Geodata in the Humanitarian Context
ISPRS International Journal of Geo-Information·2023· 5 citedOpen Access
Introducing the EarthDaily Constellation, a scientific-grade earth observation mission with daily revisit time
2023
Threat Modelling for Geodata in the Humanitarian Context
Preprints.org·2023· 2 citedOpen Access
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Frequent Co-authors

Claudio Persello(15), George Vosselman(12), Richard Sliuzas(10), Monika Kuffer(5), Sander Oude Elberink(4), Marc van den Homberg(4), Mila Koeva(3), M. Gerke(3), Francesco Nex(3), Divyani Kohli(3), Francisco Javier Garcı́a-Haro(2), Juha Suomalainen(2), Jing Tang(2), Lammert Kooistra(2), Dirk Geeraerts(2), Mary Carman(2), Yola Georgiadou(2), Robert Soden(2), Aldino Rizaldy(2), Mariana Belgiu(2)