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Author

Sabine G. Vanhuysse

Observed names: S. Vanhuysse, Sabine Vanhuysse, Vanhuysse Sabine, Vanhuysse, Sabine
ORCID: 0000-0001-6226-1968
Observed ORCID: 0000-0001-6226-1968
OpenAlex ID: A5053444530
Geographical random forests: a spatial extension of the random forest algorithm to address spatial heterogeneity in remote sensing and population modelling
2019 · Stefanos Georganos, Tais Grippa, et al. · Geocarto International · 563
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Very High Resolution Object-Based Land Use–Land Cover Urban Classification Using Extreme Gradient Boosting
2018 · Stefanos Georganos, Tais Grippa, et al. · IEEE Geoscience and Remote Sensing Letters · 295
Less is more: optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application
2017 · Stefanos Georganos, Tais Grippa, et al. · GIScience & Remote Sensing · 248
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Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics
2018 · Taïs Grippa, Stefanos Georganos, et al. · ISPRS International Journal of Geo-Information · 110
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Using Local Climate Zones in Sub-Saharan Africa to tackle urban health issues
2018 · Oscar Brousse, Stefanos Georganos, et al. · Urban Climate · 98
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An Open-Source Semi-Automated Processing Chain for Urban Object-Based Classification
2017 · Taïs Grippa, Moritz Lennert, et al. · Remote Sensing · 82
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The Role of Earth Observation in an Integrated Deprived Area Mapping “System” for Low-to-Middle Income Countries
2020 · Monika Kuffer, Dana R. Thomson, et al. · Remote Sensing · 80
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Fully Convolutional Networks and Geographic Object-Based Image Analysis for the Classification of VHR Imagery
2019 · Nicholus Mboga, Stefanos Georganos, et al. · Remote Sensing · 58
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Fully convolutional networks for land cover classification from historical panchromatic aerial photographs
2020 · Nicholus Mboga, Tais Grippa, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 56
Identifying degrees of deprivation from space using deep learning and morphological spatial analysis of deprived urban areas
2022 · Angela Abascal, Ignacio Rodríguez-Carreño, et al. · Computers Environment and Urban Systems · 53
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Towards user-driven earth observation-based slum mapping
2021 · Maxwell Owusu, Monika Kuffer, et al. · Computers Environment and Urban Systems · 53
Scale Matters: Spatially Partitioned Unsupervised Segmentation Parameter Optimization for Large and Heterogeneous Satellite Images
2018 · Stefanos Georganos, Tais Grippa, et al. · Remote Sensing · 53
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Spatial Information Gaps on Deprived Urban Areas (Slums) in Low-and-Middle-Income-Countries: A User-Centered Approach
2021 · Monika Kuffer, Jon Wang, et al. · Urban Science · 38
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Improving Urban Population Distribution Models with Very-High Resolution Satellite Information
2019 · Taïs Grippa, Catherine Linard, et al. · Data · 38
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Effects of Historical Urbanization in the Brussels Capital Region on Surface Air Temperature Time Series: A Model Study
2009 · R. Hamdi, A. Deckmyn, et al. · Journal of Applied Meteorology and Climatology · 35
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Modelling and mapping the intra-urban spatial distribution of Plasmodium falciparum parasite rate using very-high-resolution satellite derived indicators
2020 · Stefanos Georganos, Oscar Brousse, et al. · International Journal of Health Geographics · 31
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Extending Data for Urban Health Decision-Making: a Menu of New and Potential Neighborhood-Level Health Determinants Datasets in LMICs
2019 · Dana R. Thomson, Catherine Linard, et al. · Journal of Urban Health · 30
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Spatial assessment of social vulnerability in the context of landmines and explosive remnants of war in Battambang province, Cambodia
2015 · Michael Hagenlocher, Daniel Hölbling, et al. · International Journal of Disaster Risk Reduction · 27
AI perceives like a local: predicting citizen deprivation perception using satellite imagery
2024 · Angela Abascal, Sabine Vanhuysse, et al. · npj Urban Sustainability · 25
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On the knowledge gain of urban morphology from space
2022 · Jiong Wang, Stefanos Georganos, et al. · Computers Environment and Urban Systems · 25
Is It All the Same? Mapping and Characterizing Deprived Urban Areas Using WorldView-3 Superspectral Imagery. A Case Study in Nairobi, Kenya
2021 · Stefanos Georganos, Angela Abascal, et al. · Remote Sensing · 25
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Earth Observations and Statistics: Unlocking Sociodemographic Knowledge through the Power of Satellite Images
2021 · Paloma Merodio Gómez, Olivia Jimena Juarez Carrillo, et al. · Sustainability · 24
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Modelling the Wealth Index of Demographic and Health Surveys within Cities Using Very High-Resolution Remotely Sensed Information
2019 · Stefanos Georganos, Assane Niang Gadiaga, et al. · Remote Sensing · 24
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Normalization in Unsupervised Segmentation Parameter Optimization: A Solution Based on Local Regression Trend Analysis
2018 · Stefanos Georganos, Moritz Lennert, et al. · Remote Sensing · 24
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Diversity of urban growth patterns in Sub-Saharan Africa in the 1960–2010 period
2019 · Eléonore Wolff, Taïs Grippa, et al. · African Geographical Review · 22
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Works count: 113
Citation count: 2,377
H-index: 24
I10-index: 36
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