Geographical random forests: a spatial extension of the random forest algorithm to address spatial heterogeneity in remote sensing and population modelling

Stefanos Georganos, Taïs Grippa, Assane Gadiaga, +6

Geocarto International

Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks

Nicholus Mboga, Claudio Persello, John Ray Bergado, +1

Remote Sensing

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningHigh Resolution +14

Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics

Taïs Grippa, Stefanos Georganos, Soukaina Zarougui, +7

ISPRS International Journal of Geo-Information

EngineeringLand UseLand CoverEarth ScienceSocial Sciences +20

Historical dynamics of landslide risk from population and forest-cover changes in the Kivu Rift

Arthur Depicker, Liesbet Jacobs, Nicholus Mboga, +8

Nature Sustainability

Rock SlideKivu RiftEngineeringGeomorphologyMass Movement +9

Need for an Integrated Deprived Area “Slum” Mapping System (IDEAMAPS) in Low- and Middle-Income Countries (LMICs)

Dana R. Thomson, Monika Kuffer, Gianluca Boo, +17

Social Sciences

EngineeringGeovisualizationDeprived NeighborhoodsDeprivation MappingGeographic Analytics +19

Fully Convolutional Networks and Geographic Object-Based Image Analysis for the Classification of VHR Imagery

Nicholus Mboga, Stefanos Georganos, Taïs Grippa, +3

Remote Sensing

Convolutional Neural NetworkEngineeringImage ClassificationImage AnalysisData Science +16

Fully convolutional networks for land cover classification from historical panchromatic aerial photographs

Nicholus Mboga, Taïs Grippa, Stefanos Georganos, +5

ISPRS Journal of Photogrammetry and Remote Sensing

Land Cover ClassificationConvolutional Neural NetworkImage ClassificationImage AnalysisMachine Vision +11

Improving Urban Population Distribution Models with Very-High Resolution Satellite Information

Taïs Grippa, Catherine Linard, Moritz Lennert, +5

Data

EngineeringUrban ModellingLand UseLand CoverTerrestrial Sensing +22

Modelling and mapping the intra-urban spatial distribution of Plasmodium falciparum parasite rate using very-high-resolution satellite derived indicators

Stefanos Georganos, Oscar Brousse, Sébastien Dujardin, +12

International Journal of Health Geographics

Modelling the Wealth Index of Demographic and Health Surveys within Cities Using Very High-Resolution Remotely Sensed Information

Stefanos Georganos, Assane Gadiaga, Catherine Linard, +6

Remote Sensing

EngineeringSmart CityLand UseLand CoverDhs Wealth Index +18