Peer-reviewed journal articles (13)
  1. 1. Depicker, A., Jacobs, L., Mboga, N. O., Smets, B., Van Rompaey, A., Lennert, M., Wolff, E., Kervyn, F., Michellier, C., Dewitte, O., & Govers, G. (2021). Author Correction: Historical dynamics of landslide risk from population and forest-cover changes in the Kivu Rift (Nature Sustainability, (2021), 10.1038/s41893-021-00757-9). Nature Sustainability, 4(10), 920. doi:10.1038/s41893-021-00788-2
  2. 2. Mboga, N. O., D’Aronco, S., Grippa, T., Pelletier, C., Georganos, S., Vanhuysse, S., Wolff, E., Smets, B., Dewitte, O., Lennert, M., & Wegner, J. D. (2021). Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa. ISPRS International Journal of Geo-Information, 10(8), 523. doi:10.3390/ijgi10080523
  3. 3. Georganos, S., Grippa, T., Niang Gadiaga, A., Linard, C., Lennert, M., Vanhuysse, S., Mboga, N. O., Wolff, E., & Kalogirou, S. (2021). Geographical random forests: a spatial extension of the random forest algorithm to address spatial heterogeneity in remote sensing and population modelling. Geocarto international, 36(2), 121-136. doi:doi.org/10.1080/101106049.2019.1595177
  4. 4. Depicker, A., Jacobs, L., Mboga, N. O., Smets, B., Van Rompaey, A., Lennert, M., Wolff, E., Kervyn, F., Michellier, C., Dewitte, O., & Govers, G. (2021). Historical dynamics of landslide risk from population and forest-cover changes in the Kivu Rift. Nature Sustainability, 4(11), 965-974. doi:10.1038/s41893-021-00757-9
  5. 5. Georganos, S., Brousse, O., Dujardin, S., Linard, C., Casey, D., Milliones, M., Parmentier, B., Van Lipzig, N. P. M., Demuzere, M., Grippa, T., Vanhuysse, S., Mboga, N. O., Andreo, V., Snow, R. W. B. R., & Lennert, M. (2020). Modelling and mapping the intra-urban spatial distribution of Plasmodium falciparum parasite rate using very-high-resolution satellite derived indicators. International Journal of Health Geographics, 19(1), 38. doi:10.1186/s12942-020-00232-2
  6. 6. Mboga, N. O., Grippa, T., Georganos, S., Vanhuysse, S., Smets, B., Dewitte, O., Wolff, E., & Lennert, M. (2020). Fully convolutional networks for land cover classification from historical panchromatic aerial photographs. ISPRS journal of photogrammetry and remote sensing, 167, 385-395. doi:10.1016/j.isprsjprs.2020.07.005
  7. 7. Thomson, D., Kuffer, M. M., Boo, G., Hati, B., Grippa, T., Elsey, H., Linard, C., Mahabir, R., Kyobutungi, C., Maviti, J., Mwaniki, D., Ndugwa, R., Makau, J., Sliuzas, R., Cheruiyot, S., Nyambuga, K., Mboga, N. O., Kimani, N. W., de Albuquerque, J. P., & Kabaria, C. C. (2020). Need for an integrated deprived area "slum" mapping system (IDEAMAPS) in low-and middle-income countries (LMICS). Social Sciences, 9(5), 80. doi:10.3390/SOCSCI9050080
  8. 8. Georganos, S., Gadiaga, A., Linard, C., Grippa, T., Vanhuysse, S., Mboga, N. O., Wolff, E., Dujardin, S., & Lennert, M. (2019). Modelling the Wealth Index of Demographic and Health Surveys within Cities Using Very High-Resolution Remotely Sensed Information. Remote Sensing, 11(21), 2543. doi:10.3390/rs11212543
  9. 9. Thomson, D., Kuffer, M. M., Boo, G., Hati, B., Grippa, T., Elsey, H., Linard, C., Mahabir, R., Kyobutungi, C., Mulandi, J., Mwaniki, D., Ndugwa, R., Makau, J., Sliuzas, R., Cheruiyot, S., Nyambuga, K., Mboga, N. O., Wanjiru, N., De Albuquerque, J. P., & Kabaria, C. (2019). Critical Commentary: Need for an Integrated Deprived Area "Slum" Mapping System (IDeAMapS) in LMICs. Preprints. doi:10.20944/preprints201910.0242.v1
  10. 10. Mboga, N. O., Georganos, S., Grippa, T., Lennert, M., Vanhuysse, S., & Wolff, E. (2019). Fully convolutional networks and geographic object-based image analysis for the classification of VHR imagery. Remote Sensing, 11(5), 597. doi:10.3390/rs11050597
  11. 11. Grippa, T., Linard, C., Lennert, M., Georganos, S., Mboga, N. O., Vanhuysse, S., Gadiaga, A., & Wolff, E. (2019). Improving Urban Population Distribution Models with Very-High Resolution Satellite Information. Data., 4(1), 13. doi:10.3390/data4010013
  12. 12. Grippa, T., Georganos, S., Zarougui, S., Bognounou, P., Diboulo, E., Forget, Y., Lennert, M., Vanhuysse, S., Mboga, N. O., & Wolff, E. (2018). Mapping Urban Land Use at Street Block Level Using OpenStreetMap, Remote Sensing Data, and Spatial Metrics. ISPRS International Journal of Geo-Information, 7(7). doi:10.3390/ijgi7070246
  13. 13. Mboga, N. O., Persello, C., Bergado, J., & Stein, A. (2017). Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks. Remote Sensing, 9(11), 1106. doi:10.3390/rs9111106
    14.   Papers published in national and international conferences or symposium proceedings (4)
  14. 1. Grippa, T., Lennert, M., Georganos, S., Mboga, N. O., Vanhuysse, S., & Wolff, E. (2019). Mapping slums and model population density using earth observation data and open source solutions. In Proceedings of JURSE 2019 conference IEEE. doi:10.1109/JURSE.2019.8808934
  15. 2. Mboga, N. O., Georganos, S., Grippa, T., Lennert, M., Vanhuysse, S., & Wolff, E. (2019). Weakly supervised fully convolutional networks using OBIA classification output. In Proceedings of the 2019 Joint Urban Remote Sensing Event (JURSE) conference IEEE. doi:10.1109/JURSE.2019.8809000
  16. 3. Mboga, N. O., Georganos, S., Grippa, T., Lennert, M., Vanhuysse, S., & Wolff, E. (2018). Fully convolutional networks for the classification of historical panchromatic aerial photographs. Proceedings of the GEOBIA 2018 conference GEOBIA(2018: June 18-22, 2018: Montpellier)
  17. 4. Mboga, N. O., Persello, C., Bergado, J., & Stein, A. (2017). Detection of informal settlements from VHR satellite images using convolutional neural networks. 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp. 5169-5172) (23-28 July 2017: Fort Worth, TX, USA). doi:10.1109/IGARSS.2017.8128166
    18.   Active participation in international conferences and symposiums (5)
  18. 1. Vanhuysse, S., Grippa, T., Kuffer, M. M., Georganos, S., Mboga, N. O., Wolff, E., & Lennert, M. (2021). Assessing the Capabilities of Sentinel-1 and 2 for Citywide Slum Mapping with Machine Learning. Paper session presented at EARSeL Joint Workshop - Earth Observation for Sustainable Cities and Communities (Liège, Belgium).
  19. 2. Mboga, N. O., Grippa, T., Georganos, S., Vanhuysse, S., Smets, B., Dewitte, O., Wolff, E., & Lennert, M. (2021). Fully Convolutional Networks For Landcover Classification From Historical Black And White Aerial Photographs Of Central Africa. Paper session presented at EARSeL Joint Workshop - Earth Observation for Sustainable Cities and Communities (Liège, Belgium).
  20. 3. Georganos, S., Gadiaga, A., Linard, C., Grippa, T., Vanhuysse, S., Mboga, N. O., Wolff, E., Dujardin, S., & Lennert, M. (2021). Household Wealth in HD: Mapping the Demographic and Health Surveys Wealth Index in Sub-Saharan African Cities with Very-High-Resolution Satellite Data. Paper session presented at EARSeL Joint Workshop - Earth Observation for Sustainable Cities and Communities (Liège, Belgium).
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