Publications
2024
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? An evidence-based and practical approach to reducing urban heat stress“. ERDKUNDE. 1-33.
Fulman, N., Grinblat, Y., Benenson, I.. 2023. “A Project-Based View of Urban Dynamics: Analyzing ‘Leapfrogging’ and Fringe Development in Israel”. 10.2139/ssrn.4587420.
Fulman, N. Memduhoğlu, A., Zipf A.. 2024. “Evidence for Systematic Bias in the Spatial Memory of Large Language Models“. CEUR. Workshop procedings. Vol 3683.
Fulman, N., Memduhoğlu, A., Zipf A. 2024. “Distortions in Judged Spatial Relations in Large Language Models”. The Professional Geographer (accepted for publication, 2024)
Hatfield, C., Kustar, A., Reinmuth, M., Cap, C., Beshir, AA., Klopp, J., Zipf, A. Rising, J. Tun, T.. 2024. “Lessons in Traffic: Nairobi’s School Term Congestion and Equity Challenges”. 10.1016/j.ijepes.2021.00.000.
UAV-Assisted Municipal Solid Waste Monitoring for Informed Disposal Decisions“. GoodIT’24.
Knoblauch, S., Su Yin, M., Chatrinan, K. et al.. 2024. “High-resolution mapping of urban Aedes aegypti immature abundance through breeding site detection based on satellite and street view imagery“. Sci Rep 14, 18227.
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, 29, 1-17.
Memduhoğlu, A., Fulman, N., Zipf, A..2024. “Enriching building function classification using Large Language Model embeddings of OpenStreetMap Tags“. Earth Science Informatics.
Schott, M., Zell, A., Lautenbach, S., Sumbul, G., Schultz, M., Zipf, A., Demir, B..2024. “Analyzing and Improving the Quality and Fitness for Purpose of OpenStreetMap as Labels in Remote Sensing Applications”. In: Burghardt, D., Demidova, E., Keim, D.A. (eds) Volunteered Geographic Information. Springer, Cham. p. 21-42
2023
Bayer, A., Lautenbach, S., Arneth, A.. 2023. “More food, more water, less carbon? Costs and benefits of global land use optimality.” PNAS 120, 42, e2220371120.
Bayer, A. D., Lautenbach, S., Arneth, A.. 2023. “Benefits and trade-offs of optimizing global land use for food, water, and carbon“. PNAS 120, 42, e2220371120.
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 S0924977X23000172.
Blinn M., Fischer, A., Lautenbach, S., Weiß, D., Grade, J., Heyn, T., Abraham, T., Lennartz, F., Kötter, T.. 2023. “Flächeneffiziente Siedlungsentwicklung in dynamischen Stadtregionen – Szenarien zur Umsetzung des Nachhaltigkeitsziels Fläche am Beispiel der Region Köln.” fub – Flächenmanagement und Bodenordnung. 5, 197-207.
de Albuquerque, J., Anderson, L., Calvillo, N., Cattino, M., Clarke, A., Cunha, M., Garde-Hansen, J., Klonner, C., Lima-Silva, F., Marchezini, V., da Mata Martins, M., 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 Volume 82.
Groß, S., Herfort, B., Marx, S., and Zipf, A.. 2023. “Exploring MapSwipe as a Crowdsourcing Tool for (Rapid) Damage Assessment: The Case of the 2021 Haiti Earthquake.” AGILE GIScience Ser., 4, 5.
Herfort, B., Lautenbach, S., Porto de Albuquerque, S. J., Anderson, J., Zipf, A.. 2023. “A spatio-temporal analysis investigating completeness and inequalities of global urban building data in OpenStreetMap.” Nature Communications volume 14. Article number: 3985.
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. Volume 299.
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. 03611981231169280
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. Vol. 119, 103304.
Lautenbach, S., Lohr, S., Reichert, M.. 2023. “Acquisition and Analysis of Location Data.” in Mobile Sensing in Psychology: Methods and Applications, edited by Matthias R. Mehl, Michael Eid, Cornelia Wrzus, Gabriella M. Harari, Ulrich W. Ebner-Priemer, Guilford, p. 85-104.
Ludwig, C., Psotta, J., Buch, A., Kolaxidis, N., Fendrich, S., Zia, M., Fürle, J., Rousell, A., and Zipf, A.. 2023. “Traffic speed modelling to improve travel estimation in OpenRouteService.” Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4/W7-2023, 109–116.
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. 39(1):80.
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. In Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI (UrbanAI ’23).” Association for Computing Machinery. New York, NY, USA. 10–21, 2023.
Schott, M., Zell, A., Lautenbach, S., Sumbul, G., Schultz, M., Zipf, A., Demir, B.. 2024. “Analyzing and Improving the Quality and Fitness for Purpose of OpenStreetMap as Labels in Remote Sensing Applications.” In: Burghardt, D., Demidova, E., Keim, D.A. (eds) Volunteered Geographic Information. Springer, Cham. p. 21-42
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.
Ulrich, V.; Brückner, J.; Schultz, M.; Vardag, S.N.; Ludwig, C.; Fürle, J.; Zia, M.; Lautenbach, S.; Zipf, A.. 2023. “Vehicles Greenhouse Gas Emission Estimation at Street Level for Berlin Based on Open Data.” ISPRS Int. J. Geo-Inf. 2023, 12, 138.
2022
2021
2020
2019
2018
Case Study of Humanitarian Mapping.” IEEE Transactions on Geoscience and Remote Sensing (TGRS).1-10.