Langezijds

prof.dr. M. Kuffer (Monika)

Universitair hoofddocent
ITC-PGM
BMS-TPS-CSTM
Langezijds 1301
m.kuffer@utwente.nl
+31534874301
Visitekaartje

Publicaties

Jump to: 2024 | 2023

2024

AI perceives like a local: predicting citizen deprivation perception using satellite imagery (2024)npj Urban Sustainability, 4(1), 1-14. Article 20. Abascal, A., Vanhuysse, S., Grippa, T., Rodriguez-Carreño, I., Georganos, S., Wang, J., Kuffer, M., Martinez-Diez, P., Santamaria-Varas, M. & Wolff, E.https://doi.org/10.1038/s42949-024-00156-xDo informal settlements contribute to sprawl in Sub-Saharan African cities? (2024)Sustainable Cities and Society, 113, 105663. Article 105663 (E-pub ahead of print/First online). Kolowa, T. J., Daams, M. N. & Kuffer, M.https://doi.org/10.1016/j.scs.2024.105663Feature-guided deep learning model for mapping deprived areas (2024)In 2024 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2024. IEEE. Filho, P. S., Tareke, B., Persello, C., Kuffer, M., Maretto, R., Abascal, A., Wang, J. & MacHado, R.https://doi.org/10.1109/MIGARS61408.2024.10544988Monitoring, trends and impacts of light pollution (2024)Nature Reviews Earth & Environment, 5(6), 417-430. Linares Arroyo, H., Abascal, A., Degen, T., Aubé, M., Espey, B. R., Gyuk, G., Hölker, F., Jechow, A., Kuffer, M., Sánchez de Miguel, A., Simoneau, A., Walczak, K. & Kyba, C. C. M.https://doi.org/10.1038/s43017-024-00555-9Detection of Unmonitored Graveyards in VHR Satellite Data Using Fully Convolutional Networks (2024)In Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 167-188) ( Remote Sensing and Digital Image Processing; Vol. 26). Debray, H., Kuffer, M., Klaufus, C., Persello, C., Wurm, M., Taubenböck, H. & Pfeffer, K.https://doi.org/10.1007/978-3-031-49183-2_9Making Urban Slum Population Visible: Citizens and Satellites to Reinforce Slum Censuses (2024)In Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 287-302). Abascal, A., Georganos, S., Kuffer, M., Vanhuysse, S., Thomson, D., Wang, J., Manyasi, L., Otunga, D. M., Ochieng, B., Ochieng, T., Klinnert, J. & Wolff, E.https://doi.org/10.1007/978-3-031-49183-2_14Putting the Invisible on the Map: Low-Cost Earth Observation for Mapping and Characterizing Deprived Urban Areas (Slums) (2024)In Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 119-137) (Remote Sensing and Digital Image Processing; Vol. 26). Vanhuysse, S., Kuffer, M., Georganos, S., Wang, J., Abascal, A., Grippa, T. & Wolff, E.https://doi.org/10.1007/978-3-031-49183-2_7Urban and Peri-Urban? Investigation of the Location of Informal Settlements Using Two Databases (2024)In Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 77-98) ( Remote Sensing and Digital Image Processing; Vol. 26). Samper, J., Kuffer, M. & Boanada-Fuchs, A.https://doi.org/10.1007/978-3-031-49183-2_5Towards a scalable and transferable approach to map deprived areas using Sentinel-2 images and machine learning (2024)Computers, environment and urban systems, 109, 102075. Article 102075. Owusu, M., Nair, A., Jafari, A., Thomson, D., Kuffer, M. & Engstrom, R.https://doi.org/10.1016/j.compenvurbsys.2024.102075A Global Estimate of the Size and Location of Informal Settlements (2024)Urban Science, 8(1), 1-17. Article 18. Boanada-Fuchs, A., Kuffer, M. & Samper, J.https://doi.org/10.3390/urbansci8010018Introduction (2024)In Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 1-9) (Remote Sensing and Digital Image Processing; Vol. 26). Springer International Publishing. Georganos, S. & Kuffer, M.https://doi.org/10.1007/978-3-031-49183-2_1The Impact of Respondentsā€™ Background Towards Slum Conceptualisations and Transferability Measurement of Remote Sensingā€“Based Slum Detections. Case Study: Jakarta, Indonesia (2024)In Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 139-166) (Remote Sensing and Digital Image Processing; Vol. 26). Springer. Pratomo, J., Pfeffer, K. & Kuffer, M.https://doi.org/10.1007/978-3-031-49183-2_8Urban Inequalities from Space: Earth Observation Applications in the Majority World (2024)[Book/Report › Book]. Springer Nature. Kuffer, M. & Georganos, S.https://doi.org/10.1007/978-3-031-49183-2

2023

Capturing deprived areas using unsupervised machine learning and open data: a case study in SĆ£o Paulo, Brazil (2023)European Journal of Remote Sensing , 56(1). Article 2214690. Trento Oliveira, L., Kuffer, M., Schwarz, N. & Pedrassoli, J. C.https://doi.org/10.1080/22797254.2023.2214690Mapping Deprived Urban Areas Using Open Geospatial Data and Machine Learning in Africa (2023)Urban Science, 7(4). Article 116. Owusu, M., Engstrom, R., Thomson, D., Kuffer, M. & Mann, M. L.https://doi.org/10.3390/urbansci7040116The relationship between multiple hazards and deprivation using open geospatial data and machine learning (2023)Natural hazards, 119(2), 907-941. Kabiru, P., Kuffer, M., Sliuzas, R. & Vanhuysse, S.https://doi.org/10.1007/s11069-023-05897-zIDeaMapSudan: Geo-spatial modelling of urban poverty (2023)In 2023 Joint Urban Remote Sensing Event (JURSE) (pp. 1-4). IEEE. Kuffer, M., Ali, I. M. M., Gummah, A., Da Silva Mano, A., Sakhi, W., Kushieb, I., Girgin, S., Eltiny, N., Kumi, J., Abdallah, M., Bad, M., Ahmed, F., Hamza, M., Wang, J., Elzaki, T., Gevaert, C. & Flasse, C.https://doi.org/10.1109/JURSE57346.2023.10144211Mapping the Invisibles: Global urban inequalities through night lights (2023)In 2023 Joint Urban Remote Sensing Event (JURSE) (pp. 1-4). IEEE. Abascal, A., Kyba, C., Hölker, F., Kuffer, M., Linares Arroyo, H., Walczak, K., De Miguel, A. S., Degen, T. & Roman, M. O.https://doi.org/10.1109/JURSE57346.2023.10144207Monitoring slums and informal settlements in Europe: Opportunities for geospatial and earth observation techniques (2023)[Book/Report › Report]. Publications Office of the European Union. Kuffer, M., P, P. & A, S.https://doi.org/10.2760/325575%20(online)Three-dimensional modelling of past and present Shahjahanabad through multi-temporal remotely sensed data (2023)Remote sensing, 15(11). Article 2924. Rajan, V., Koeva, M. N., Kuffer, M., Da Silva Mano, A. & Mishra, S.https://doi.org/10.3390/rs15112924EO + Morphometrics: Understanding cities through urban morphology at large scale (2023)Landscape and urban planning, 233. Article 104691. Wang, J., Fleischmann, M., Venerandi, A., Romice, O., Kuffer, M. & Porta, S.https://doi.org/10.1016/j.landurbplan.2023.104691Poverty mapping at the scale of African cities (2023)[Dataset Types › Dataset]. Zenodo. Kuffer, M.https://doi.org/10.5281/zenodo.7919765Examples of mapping multi-level deprivation on different cities (2023)[Dataset Types › Dataset]. Zenodo. Kuffer, M. & Kabaria, C.https://doi.org/10.5281/zenodo.7920307Overview of the IDeAMapSudan project and outputs (2023)[Dataset Types › Dataset]. Zenodo. Kuffer, M.https://doi.org/10.5281/zenodo.7919861Planning walkable cities: Generative design approach towards digital twin implementation (2023)Remote sensing, 15(4). Article 1088. Kumalasari, D., Koeva, M., Vahdatikhaki, F., Petrova Antonova, D. & Kuffer, M.https://doi.org/10.3390/rs15041088

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