ITC-PGM
BMS-TPS-CSTM

Expertises

  • Earth and Planetary Sciences

    • Metropolitan Area
    • Datum
    • Area
    • Cartography
    • Earth
    • Observation
    • Image
    • Investigation

Organisaties

Publicaties

2024
AI perceives like a local: predicting citizen deprivation perception using satellite imagerynpj Urban Sustainability, 4(1), Article 20, 1-14. 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-xMaking Urban Slum Population Visible: Citizens and Satellites to Reinforce Slum CensusesIn 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_14Detection of Unmonitored Graveyards in VHR Satellite Data Using Fully Convolutional NetworksIn Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 167-188). Debray, H., Kuffer, M., Klaufus, C., Persello, C., Wurm, M., Taubenböck, H. & Pfeffer, K.https://doi.org/10.1007/978-3-031-49183-2_9Putting the Invisible on the Map: Low-Cost Earth Observation for Mapping and Characterizing Deprived Urban Areas (Slums)In Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 119-137). 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 DatabasesIn Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 77-98). 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 learningComputers, environment and urban systems, 109, Article 102075, 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 SettlementsUrban Science, 8(1), Article 18, 1-17. Boanada-Fuchs, A., Kuffer, M. & Samper, J.https://doi.org/10.3390/urbansci8010018The Impact of Respondentsā€™ Background Towards Slum Conceptualisations and Transferability Measurement of Remote Sensingā€“Based Slum Detections. Case Study: Jakarta, IndonesiaIn Urban Inequalities from Space: Earth Observation Applications in the Majority World (pp. 139-166). Springer. Pratomo, J., Pfeffer, K. & Kuffer, M.https://doi.org/10.1007/978-3-031-49183-2_8
2023
Capturing deprived areas using unsupervised machine learning and open data: a case study in SĆ£o Paulo, BrazilEuropean 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 AfricaUrban 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 learningNatural hazards, 119(2), 907-941. Kabiru, P., Kuffer, M., Sliuzas, R. & Vanhuysse, S.https://doi.org/10.1007/s11069-023-05897-zMapping the Invisibles: Global urban inequalities through night lightsIn 2023 Joint Urban Remote Sensing Event (JURSE) (pp. 1-4). IEEE. Abascal, A., Kyba, C., Hölker, F., Kuffer, M., Arroyo, H. L., Walczak, K., De Miguel, A. S., Degen, T. & Roman, M. O.https://doi.org/10.1109/JURSE57346.2023.10144207IDeaMapSudan: Geo-spatial modelling of urban povertyIn 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/JURSE57346.2023.10144211Monitoring slums and informal settlements in Europe: Opportunities for geospatial and earth observation techniques. 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 dataRemote 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 scaleLandscape 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.2023.104691Planning walkable cities: Generative design approach towards digital twin implementationRemote sensing, 15(4), Article 1088. Kumalasari, D., Koeva, M., Vahdatikhaki, F., Petrova Antonova, D. & Kuffer, M.https://doi.org/10.3390/rs15041088Bringing economic complexity to the intra-urban scale: The role of services in the urban economy of Belo Horizonte, BrazilApplied geography, 150, Article 102837. Magalhães, L., Kuffer, M., Schwarz, N. & Haddad, M.https://doi.org/10.1016/j.apgeog.2022.102837Toward 3D Property Valuationā€”A Review of Urban 3D Modelling Methods for Digital Twin CreationISPRS international journal of geo-information, 12(1), Article 2. Ying, Y., Koeva, M., Kuffer, M. & Zevenbergen, J.https://doi.org/10.3390/ijgi12010002Data and urban poverty: Detecting and characterising slums and deprived urban areas in low- and middle-income countriesIn Advanced Remote Sensing for Urban and Landscape Ecology. Springer Nature. Kuffer, M., Abascal, A., Vanhuysse, S., Georganos, S., Wang, J., Thomson, D. R., Boanada, A. & Roca, P.https://doi.org/10.1007/978-981-99-3006-7_1Transfer-Ensemble Learning: A Novel Approach for Mapping Urban Land Use/Cover of the Indian MetropolitansSustainability (Switzerland), 15(24). Barman, P., Mustak, S., Kuffer, M. & Singh, S. K.https://doi.org/10.3390/su152416593Evaluating the Ability to Use Contextual Features to Map Deprived Areas 'Slums' in Multiple CitiesIn IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 3620-3623). IEEE. Engstrom, R., Owusu, M., Nair, A., Jafari, A., Thomson, D. & Kuffer, M.https://doi.org/10.1109/IGARSS52108.2023.10282954
2022
Integrating remote sensing and street view imagery for mapping slumsISPRS international journal of geo-information, 11(12), Article 631, 1-19. Najmi, A., Gevaert, C. M., Kohli, D., Kuffer, M. & Pratomo, J.https://doi.org/10.3390/ijgi11120631A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environmentsInternational Journal of Applied Earth Observation and Geoinformation, 114, Article 103013. Georganos, S., Hafner, S., Kuffer, M., Linard, C. & Ban, Y.https://doi.org/10.1016/j.jag.2022.103013Integrated deprivation area mapping system for displacement durable solutions and socio-economic reconstruction, Sudan (IdeaMapSudan).In Proceedings of the 10th International Conference on Appropriate Technology: Enhancing Peace and Governance through Appropriate Technology: Reimagining Sustainable Community Wellbeing in an Era of Global Climate Change (pp. 461-474). International Network on Appropriate Technology. Eltinay, N., Kuffer, M., Gevaert, C. M., Ali, I. M. M., Flasse, C., Badi, M., Gummah, A., Kumi, J., Kushieb, I., Sakhi, W., Elzaki, T., Abdallah, M., Ali, M., Hamza, M. & Ahmed, F.https://www.appropriatetech.net/index.php/10th-icat-2022

Onderzoeksprofielen

Vakken collegejaar 2023/2024

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.

Vakken collegejaar 2022/2023

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Universiteit Twente

Langezijds (gebouwnr. 19), kamer 1301
Hallenweg 8
7522 NH Enschede

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