| Geographical random forests: a spatial extension of the random forest algorithm to address spatial heterogeneity in remote sensing and population modelling S Georganos, T Grippa, A Niang Gadiaga, C Linard, M Lennert, ... Geocarto International 36 (2), 121-136, 2021 | 361 | 2021 |
| Very high resolution object-based land use–land cover urban classification using extreme gradient boosting S Georganos, T Grippa, S Vanhuysse, M Lennert, M Shimoni, E Wolff IEEE geoscience and remote sensing letters 15 (4), 607-611, 2018 | 288 | 2018 |
| Less is more: Optimizing classification performance through feature selection in a very-high-resolution remote sensing object-based urban application S Georganos, T Grippa, S Vanhuysse, M Lennert, M Shimoni, S Kalogirou, ... GIScience & remote sensing 55 (2), 221-242, 2018 | 236 | 2018 |
| An analysis of the determinants of air traffic volume for European metropolitan areas F Dobruszkes, M Lennert, G Van Hamme Journal of Transport Geography 19 (4), 755-762, 2011 | 146 | 2011 |
| Mapping urban land use at street block level using openstreetmap, remote sensing data, and spatial metrics T Grippa, S Georganos, S Zarougui, P Bognounou, E Diboulo, Y Forget, ... ISPRS International Journal of Geo-Information 7 (7), 246, 2018 | 119 | 2018 |
| An open-source semi-automated processing chain for urban object-based classification T Grippa, M Lennert, B Beaumont, S Vanhuysse, N Stephenne, E Wolff Remote Sensing 9 (4), 358, 2017 | 96 | 2017 |
| Fully convolutional networks and geographic object-based image analysis for the classification of VHR imagery N Mboga, S Georganos, T Grippa, M Lennert, S Vanhuysse, E Wolff Remote Sensing 11 (5), 597, 2019 | 72 | 2019 |
| Historical dynamics of landslide risk from population and forest-cover changes in the Kivu Rift A Depicker, L Jacobs, N Mboga, B Smets, A Van Rompaey, M Lennert, ... Nature sustainability 4 (11), 965-974, 2021 | 61 | 2021 |
| Towards user-driven earth observation-based slum mapping M Owusu, M Kuffer, M Belgiu, T Grippa, M Lennert, S Georganos, ... Computers, environment and urban systems 89, 101681, 2021 | 53 | 2021 |
| Scale matters: Spatially partitioned unsupervised segmentation parameter optimization for large and heterogeneous satellite images S Georganos, T Grippa, M Lennert, S Vanhuysse, BA Johnson, E Wolff Remote Sensing 10 (9), 1440, 2018 | 48 | 2018 |
| Fully convolutional networks for land cover classification from historical panchromatic aerial photographs N Mboga, T Grippa, S Georganos, S Vanhuysse, B Smets, O Dewitte, ... ISPRS Journal of Photogrammetry and Remote Sensing 167, 385-395, 2020 | 45 | 2020 |
| Improving urban population distribution models with very-high resolution satellite information T Grippa, C Linard, M Lennert, S Georganos, N Mboga, S Vanhuysse, ... Data 4 (1), 13, 2019 | 35 | 2019 |
| Two scenarios for Europe:“Europe confronted with high energy prices” or “Europe after oil peaking” J Robert, M Lennert Futures 42 (8), 817-824, 2010 | 35 | 2010 |
| Inégalités écologiques: analyse spatiale des impacts générés et subis par les ménages belges J Dozzi, M Lennert, G Wallenborn Espace populations sociétés. Space populations societies, 127-143, 2008 | 34 | 2008 |
| The modifiable areas unit problem C Grasland, M Madelin, H Mathian, L Sanders, N Lambert, MB Rebah, ... ESPON| Inspire Policy Making with Territorial Evidence, 2006 | 34 | 2006 |
| Local geographies of global players: international law firms in Brussels M Van Criekingen, JM Decroly, M Lennert, P Cornut, C Vandermotten Journal of Contemporary European Studies 13 (2), 173-187, 2005 | 30 | 2005 |
| Modelling the wealth index of demographic and health surveys within cities using very high-resolution remotely sensed information S Georganos, AN Gadiaga, C Linard, T Grippa, S Vanhuysse, N Mboga, ... Remote Sensing 11 (21), 2543, 2019 | 29 | 2019 |
| Normalization in unsupervised segmentation parameter optimization: A solution based on local regression trend analysis S Georganos, M Lennert, T Grippa, S Vanhuysse, B Johnson, E Wolff Remote Sensing 10 (2), 222, 2018 | 26 | 2018 |
| The territorial futures of Europe:‘Trends’,‘competition’or ‘cohesion’ M Lennert, J Robert Futures 42 (8), 833-845, 2010 | 25 | 2010 |
| Can we use local climate zones for predicting malaria prevalence across sub-Saharan African cities? O Brousse, S Georganos, M Demuzere, S Dujardin, M Lennert, C Linard, ... Environmental Research Letters 15 (12), 124051, 2020 | 23 | 2020 |
