Publikationen

Fila, M., Štampach, R., & Herfort, B. (2025). AI-generated buildings in OpenStreetMap: frequency of use and differences from non-AI-generated buildings. International Journal of Digital Earth, 18(1), 2473637. https://doi.org/10.1080/17538947.2025.2473637

Nalin, A., Fulman, N., Wilke, E. C., Ludwig, C., Zipf, A., Lantieri, C., Vignali, V., & Simone, A. (2025). Evaluation of accessibility disparities in urban areas during disruptive events based on transit real data. Communications in Transportation Research, 5, 100160. https://doi.org/10.1016/j.commtr.2024.100160

Fulman, N., Memduhoğlu, A., & Zipf, A. (2025). Utilizing large language models to simulate parking search. Transportation Research Part A: Policy and Practice, 199, 104542. https://doi.org/10.1016/j.tra.2025.104542

Li, Y., Zhang, Y., Randhawa, S., Yang, C., & Zipf, A. (2025). STVAE: Skip connection driven Two-stream property fusion Variational AutoEncoder for cross-region wastewater treatment plant semantic segmentation. Information Fusion, 118, 102960. https://doi.org/10.1016/j.inffus.2025.102960

Schultz, M., Li, H., Wu, Z., Wiell, D., Auer, M., & Alexander, Z. (2025). OSMlanduse a dataset of European Union land use at 10 m resolution derived from OpenStreetMap and Sentinel-2. Scientific Data, 12(1), 750. https://doi.org/10.1038/s41597-025-04703-8

Knoblauch, S., Muthusamy, R. K., Moritz, M., Kang, Y., Li, H., Lautenbach, S., Pereira, R. H. M., Biljecki, F., Gonzalez, M. C., Barbosa, R., Hirata, D. V., Ludwig, C., Adamiak, M., de A. Rocha, A. A., & Zipf, A. (2025). Crime-associated inequality in geographical access to education: Insights from the municipality of Rio de Janeiro. Cities, 160, 105818. https://doi.org/10.1016/j.cities.2025.105818

Szamek, L., Graffman, D. A., Kitzinger, M., Lautenbach, S., & Zipf, A. (2025). Towards Green Cities: The Impact of Bus-Priority Lanes on Emission Control for Highly Congested Metropolitan Areas During Peak Times. Zenodo. https://doi.org/10.5281/zenodo.15335902

Knoblauch, S., Mukaratirwa, R. T., Pimenta, P. F. P., de A Rocha, A. A., Yin, M. S., Randhawa, S., Lautenbach, S., Wilder-Smith, A., Rocklöv, J., Brady, O. J., Biljecki, F., Dambach, P., Jänisch, T., Resch, B., Haddawy, P., Bärnighausen, T., & Zipf, A. (2025). Urban Aedes aegypti suitability indicators: a study in Rio de Janeiro, Brazil. The Lancet Planetary Health, 9(4), e264–e273. https://doi.org/10.1016/S2542-5196(25)00049-X

Knoblauch, S., Heidecke, J., de A. Rocha, A. A., Paolucci Pimenta, P. F., Reinmuth, M., Lautenbach, S., Brady, O. J., Jänisch, T., Resch, B., Biljecki, F., Rocklöv, J., Wilder-Smith, A., Bärnighausen, T., & Zipf, A. (2025). Modeling Intraday Aedes-human exposure dynamics enhances dengue risk prediction. Scientific Reports, 15(1), 7994. https://doi.org/10.1038/s41598-025-91950-9

Hanny, D., Arifi, D., Knoblauch, S., Resch, B., Lautenbach, S., Zipf, A., & de Aragão Rocha, A. A. (2025). An explainable GeoAI approach for the multimodal analysis of urban human dynamics: a case study for the COVID-19 pandemic in Rio de Janeiro. Computational Urban Science, 5(1), 13. https://doi.org/10.1007/s43762-025-00172-2

Mayen Huerta, C., Ivanescu, C., Herfort, B., Badowski, P., & Gontariu, D. (2025). Leveraging geospatial data to evaluate women’s employment opportunities in the renewable energy sector. Energy Research & Social Science, 120, 103917. https://doi.org/10.1016/j.erss.2024.103917

Arifi, D., Resch, B., Santillana, M., Guan, W. W., Knoblauch, S., Lautenbach, S., Jaenisch, T., Morales, I., & Havas, C. (2025). Geosocial Media’s Early Warning Capabilities Across US County-Level Political Clusters: Observational Study. JMIR Infodemiology, 5, e58539. https://doi.org/10.2196/58539

Hatfield, C. R. S., Kustar, A., Reinmuth, M., Cap, C., Beshir, A. A., Klopp, J. M., Zipf, A., Rising, J., & Tun, T. H. (2025). Lessons in traffic: Nairobi’s school term congestion and equity challenges. African Transport Studies, 3, 100044. https://doi.org/10.1016/j.aftran.2025.100044

Arifi, D., Resch, B., Santillana, M., Knoblauch, S., Lautenbach, S., Jaenisch, T., & Morales, I. (2025). How Politics Affect Pandemic Forecasting: Spatio-Temporal Early Warning Capabilities of Different Geo-Social Media Topics in the Context of State-level Political Leaning. Frontiers in Public Health, 13, 1618347. https://doi.org/10.3389/fpubh.2025.1618347

Ruiz Sánchez, R., Reinmuth, M., Albornoz, C., Lautenbach, S., & Zipf, A. (2025). Changes in Road Centrality and Hospital Access Redundancy: Impacts of the 2024 Flood in the Metropolitan Core of Porto Alegre, Brazil. AGILE: GIScience Series, 6, 10. https://doi.org/10.5194/agile-giss-6-10-2025

Huber, J., Ludwig, C., Foshag, K., Kolaxidis, N., Zipf, A., & Lautenbach, S. (2025). Accessibility for pedestrians under heat stress - the example of Heidelberg, Germany. AGILE: GIScience Series, 6, 4. https://doi.org/10.5194/agile-giss-6-4-2025

Marler, A., Roell, Y., Knoblauch, S., Messina, J. P., Jaenisch, T., & Karimzadeh, M. (2025). GeoDEN: A Visual Exploration Tool for Analyzing the Geographic Spread of Dengue Serotypes. Computer Graphics Forum, e70087. https://doi.org/10.1111/cgf.70087

Tockner, L., Herfort ,Benjamin, Lautenbach ,Sven, & and Zipf, A. (2025). Corporate mapping in OpenStreetMap – shifting trends in global evolution and small-scale effects. Geo-Spatial Information Science, 1–20. https://doi.org/10.1080/10095020.2025.2493076

Randhawa, S., Aygün, E., Randhawa, G., Herfort, B., Lautenbach, S., & Zipf, A. (2025). Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 223, 362–374. https://doi.org/10.1016/j.isprsjprs.2025.02.020

von Elverfeldt, K., Block, S., Schott, M., Kemmer, J., Wilke, E., Winkler, B., Fallast, M.-T., Udoma-Ejorh, O., Ulrich, V., Gatland, D., Martin, M., Bayer, I., Parashar, S., Neumann, D., Hatfield, C., Adamiak, M., & Zipf, A. (2025). hiWALK and hiBIKE: Co-created Indices to Foster Active Mobility for All. Tagungsband 14-16 April 2025, 587–597. https://archive.corp.at/cdrom2025/papers2025/CORP2025_44.pdf

Zhao, T., Heinrich, J., Brauer, M., Fulman, N., Idrose, N. S., Baumbach, C., Buters, J., Markevych, I., Ritz, B., Tham, R., Yang, B.-Y., Zeng, X.-W., Alashhab, S., Gui, Z.-H., Lin, L.-Z., Nowak, D., Sadeh, M., Singh, N., Dong, G.-H., & Fuertes, E. (2025). Urban greenspace under a changing climate: Benefit or harm for allergies and respiratory health? Environmental Epidemiology, 9(2). https://doi.org/10.1097/EE9.0000000000000372

Hatfield, C., Kustar, A., Reinmuth, M., Cap, C., Beshir, A. A., Klopp, J., Zipf, A., Rising, J., & Tun, T. (2024, March 5). Lessons in Traffic: Nairobi’s School Term Congestion and Equity Challenges. African Transport Research Conference, Cape Town. https://doi.org/10.1016/j.ijepes.2021.00.000

Knoblauch, S., Su Yin, M., Chatrinan, K., de Aragao Rocha, A. A., Haddawy, P., Biljecki, F., Lautenbach, S., Resch, B., Arifi, D., Jänisch, T., Morales, I., & Zipf, A. (2024). High‑resolution mapping of urban  Aedes aegypti immature abundance  through breeding site detection  based on satellite and street view  imagery. Scientific Records, 14(18777), 1–13. https://doi.org/10.1038/s41598-024-67914-w

Memduhoğlu, A., Fulman, N., & Zipf, A. (2024). Enriching building function classification using Large Language Model embeddings of OpenStreetMap Tags. Earth Science Informatics, 1–16. https://doi.org/10.1007/s12145-024-01463-8

Li, W., Arundel, S., Gao, S., Goodchild, M., Hu, Y., Wang, S., & Zipf, A. (2024). GeoAI for Science and the Science of GeoAI. Journal of Spatial Information Science, 1–17. https://doi.org/10.5311/JOSIS.2024.29.349

Knoblauch, S., Groß, S., Lautenbach, S., Augusto de Aragão Rocha, A., González, M. C., Resch, B., Arifi, D., Jänisch, T., Morales, I., & Zipf, A. (2024). Long-term validation of inner-urban mobility metrics derived from Twitter/X. Environment and Planning B: Urban Analytics and City Science. https://doi.org/10.1177/23998083241278275

Knoblauch, S., Szamek, L., Wenk, J., Chazua, I., Maholi, I., Adamiak, M., Lautenbach, S., & Zipf, A. (2024). UAV-Assisted Municipal Solid Waste Monitoring for Informed Disposal Decisions. Proceedings of the 2024 International Conference on Information Technology for Social Good, 105–113. https://doi.org/10.1145/3677525.3678649

Fulman, N., Memduhoğlu, A., & Zipf, A. (2024). Distortions in Judged Spatial Relations in Large Language Models: The Dawn of Natural Language Geographic Data? https://doi.org/10.48550/arXiv.2401.04218

Foshag, K., Fürle, J., Ludwig, C., Fallmann, J., Lautenbach, S., Rupp, S., Burst, P., Betsch, M., Zipf, A., & Aeschbach, N. (2024). How to assess the needs of vulnerable population groups towards heat-sensitive routing? ERDKUNDE, 1–33. https://doi.org/10.3112/erdkunde.2024.01.01

Porto de Albuquerque, J., Anderson, L., Calvillo, N., Cattino, M., Clarke, A., Cunha, M. A., Degrossi, L. C., Garde-Hansen, J., Klonner, C., Lima-Silva, F., Marchezini, V., Martins, M. H. da M., Pajarito Grajales, D., Pitidis, V., Rizwan, M., Tkacz, N., & Trajber, R. (2023). Dialogic data innovations for sustainability transformations and flood resilience: The case for waterproofing data. Global Environmental Change, 82, 102730. https://doi.org/10.1016/j.gloenvcha.2023.102730

Ullah, T., Lautenbach, S., Herfort, B., Reinmuth, M., & Schorlemmer, D. (2023). Assessing Completeness of OpenStreetMap Building Footprints Using MapSwipe. ISPRS International Journal of Geo-Information, 12(4), 143. https://doi.org/10.3390/ijgi12040143

Klinkhardt, C., Kühnel, F., Heilig, M., Lautenbach, S., Wörle, T., Vortisch, P., & Kuhnimhof, T. (2023). Quality Assessment of OpenStreetMap’s Points of Interest with Large-Scale Real Data. Transportation Research Record: Journal of the Transportation Research Board, 2677(12), 661–674. https://doi.org/10.1177/03611981231169280

Martinez-Soto, A., Fürle, J., & Zipf, A. (2023). Urban Heat Island Intensity Prediction in the Context of Heat Waves: An Evaluation of Model Performance. Engineering Proceedings, 80. https://doi.org/10.3390/engproc2023039080

Randhawa, S., Randhawa, G., Sivak, O., Zech, J., Martin, M., Zipf, A., & Li, Y. (2023). Multiscale Multifeature Vision Learning for Scalable and Efficient Wastewater Treatment Plant Detection using Hi-Res Satellite Imagery and OSM. Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 10–21. https://doi.org/10.1145/3615900.3628772

Schott, M., Zell, A., Lautenbach, S., Sumbul, G., Schultz, M., Zipf, A., & Demir, B. (2023). Analyzing and improving the quality and fitness for purpose of OpenStreetMap as labels in remote sensing applications. Volunteered Geographic Information: Interpretation, Visualization and Social Context, 21–42. https://doi.org/10.1007/978-3-031-35374-1_2

Ludwig, C., Psotta, J., Buch, A., Kolaxidis, N., Fendrich, S., Zia, M., Fürle, J., Rousell, A., & Zipf, A. (2023). Traffic Speed Modelling to Improve Travel Time Estimation in Openrouteservice. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 109–116. https://doi.org/10.5194/isprs-archives-XLVIII-4-W7-2023-109-2023

Herfort, B., Lautenbach, S., de Albuquerque, J. P., Anderson, J., & Zipf, A. (2023). A spatio-temporal analysis investigating completeness and inequalities of global urban building data in OpenStreetMap. Nature Communications, 14(3985), 1–14. https://doi.org/10.1038/s41467-023-39698-6

Groß, S., Herfort, B., Marx, S., & Zipf, A. (2023). Exploring MapSwipe as a Crowdsourcing Tool for (Rapid) Damage Assessment: The Case of the 2021 Haiti Earthquake. AGILE: GIScience Series, 5. https://doi.org/10.5194/agile-giss-4-5-2023

Hong, D., Zhang, B., Li, H., Li, Y., Yao, J., Li, C., Werner, M., Chanussot, J., Zipf, A., & Zhu, X. X. (2023). Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks. Remote Sensing of Environment, 299, 113856. https://doi.org/10.1016/j.rse.2023.113856

Ulrich, V., Brückner, J., Schultz, M., Vardag, S. N., Ludwig, C., Fürle, J., Zia, M., Lautenbach, S., & Zipf, A. (2023). Private Vehicles Greenhouse Gas Emission Estimation at Street Level for Berlin Based on Open Data. ISPRS International Journal of Geo-Information, 12(4), 138. https://doi.org/10.3390/ijgi12040138

Ulrich, V., Schultz, M., Lautenbach, S., & Zipf, A. (2023). Carbon fluxes related to land use and land cover change in Baden-Württemberg. Environmental Monitoring and Assessment, 195(5), 616. https://doi.org/10.1007/s10661-023-11141-9

Bayer, A. D., Lautenbach, S., & Arneth, A. (2023). Benefits and trade-offs of optimizing global land use for food, water, and carbon. Proceedings of the National Academy of Sciences of the United States of America, 120(42), e2220371120. https://doi.org/10.1073/pnas.2220371120

Knoblauch, S., Li, H., Lautenbach, S., Elshiaty, Y., Rocha, A. A. de A., Resch, B., Arifi, D., Jänisch, T., Morales, I., & Zipf, A. (2023). Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegypti. International Journal of Applied Earth Observation and Geoinformation, 119, 103304. https://doi.org/10.1016/j.jag.2023.103304

Benedyk, A., Moldavski, A., Reichert, M., Reinhard, I., Lohr, S., Schwarz, K., Berhe, O., Höflich, A., Lautenbach, S., von der Goltz, C., Ebner-Priemer, U., Zipf, A., Tost, H., & Meyer-Lindenberg, A. (2023). Initial response to the COVID-19 pandemic on real-life well-being, social contact and roaming behavior in patients with schizophrenia, major depression and healthy controls: A longitudinal ecological momentary assessment study. European Neuropsychopharmacology : The Journal of the European College of Neuropsychopharmacology, 69, 79–83. https://doi.org/10.1016/j.euroneuro.2023.01.008

Zia, M., Fürle, J., Ludwig, C., Lautenbach, S., Gumbrich, S., & Zipf, A. (2022). SocialMedia2Traffic: Derivation of Traffic Information from Social Media Data. ISPRS International Journal of Geo-Information, 482. https://doi.org/10.3390/ijgi11090482

Li, H., & Zipf, A. (2022). A conceptual model for converting OpenStreetMap contribution to geospatial machine learning training data. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLIII-B4-2022, 253–259. https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-253-2022

Li, H., Zech, J., Hong, D., Ghamisi, P., Schultz, M., & Zipf, A. (2022). Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint Deep Learning for Wastewater Treatment Plants Detection. International Journal of Applied Earth Observation and Geoinformation, 110, 102804. https://doi.org/10.1016/j.jag.2022.102804

Li, H., Herfort, B., Lautenbach, S., Chen, J., & Zipf, A. (2022). Improving OpenStreetMap missing building detection using few–shot transfer learning in sub–Saharan Africa. Transactions in GIS, 26(8), 3125–3146. https://doi.org/10.1111/tgis.12941

Petricola, S., Reinmuth, M., Lautenbach, S., Hatfield, C., & Zipf, A. (2022). Assessing road criticality and loss of healthcare accessibility during floods: the case of Cyclone Idai, Mozambique 2019. International Journal of Health Geographics, 21(1), 14. https://doi.org/10.1186/s12942-022-00315-2

Diego Fabian Pajarito Grajales, Livia Castro Degrossi, Daniel Barros, Mohammed Rizwan Khan, Fernanda Lima E Silva, Maria Alexandra Cunha, et al. (2022). Enabling Participatory Flood Monitoring Through Cloud Services. In Rob Grace, & Hossein Baharmand (Eds.), ISCRAM 2022 Conference Proceedings – 19th International Conference on Information Systems for Crisis Response and Management (pp. 213–223). Tarbes, France. https://idl.iscram.org/files/diegofabianpajaritograjales/2022/2411_DiegoFabianPajaritoGrajales_etal2022.pdf