Publications

Nalin, Alessandro, Nir Fulman, Emily Charlotte Wilke, Christina Ludwig, Alexander Zipf, Claudio Lantieri, Valeria Vignali, and Andrea Simone. 2025. “Evaluation of Accessibility Disparities in Urban Areas during Disruptive Events Based on Transit Real Data.” Communications in Transportation Research 5 (December):100160. https://doi.org/10.1016/j.commtr.2024.100160.
Li, Yuze, Yan Zhang, Sukanya Randhawa, Chunling Yang, and Alexander Zipf. 2025. “STVAE: Skip Connection Driven Two-Stream Property Fusion Variational AutoEncoder for Cross-Region Wastewater Treatment Plant Semantic Segmentation.” Information Fusion 118 (June):102960. https://doi.org/10.1016/j.inffus.2025.102960.
Mayen Huerta, Carolina, Clara Ivanescu, Benjamin Herfort, Piero Badowski, and Dragos Gontariu. 2025. “Leveraging Geospatial Data to Evaluate Women’s Employment Opportunities in the Renewable Energy Sector.” Energy Research & Social Science 120 (February):103917. https://doi.org/10.1016/j.erss.2024.103917.
Arifi, Dorian, Bernd Resch, Mauricio Santillana, Weihe Wendy Guan, Steffen Knoblauch, Sven Lautenbach, Thomas Jaenisch, Ivonne Morales, and Clemens Havas. 2025. “Geosocial Media’s Early Warning Capabilities Across US County-Level Political Clusters: Observational Study.” JMIR Infodemiology 5 (January):e58539. https://doi.org/10.2196/58539.
Hatfield, Charles, Anna Kustar, Marcel Reinmuth, Constant Cap, Agraw Ali Beshir, Jacqueline Klopp, Alexander Zipf, James Rising, and Thet Tun. 2024. Lessons in Traffic: Nairobi’s School Term Congestion and Equity Challenges. https://doi.org/10.1016/j.ijepes.2021.00.000.
Knoblauch, Steffen, Levi Szamek, Jonas Wenk, Iddy Chazua, Innocent Maholi, Maciej Adamiak, Sven Lautenbach, and Alexander Zipf. 2024. “UAV-Assisted Municipal Solid Waste Monitoring for Informed Disposal Decisions.” In Proceedings of the 2024 International Conference on Information Technology for Social Good, 105–13. https://dl.acm.org/doi/abs/10.1145/3677525.3678649.
Knoblauch, Steffen, Myat Su Yin, Krittin Chatrinan, Antonio Augusto de Aragão Rocha, Peter Haddawy, Filip Biljecki, Sven Lautenbach, et al. 2024. “High-Resolution Mapping of Urban Aedes Aegypti Immature Abundance through Breeding Site Detection Based on Satellite and Street View Imagery.” Scientific Reports, 18227. https://doi.org/10.1038/s41598-024-67914-w.
Knoblauch, Steffen, Myat Su Yin, Krittin Chatrinan, Antonio Augusto de Aragao Rocha, Peter Haddawy, Filip Biljecki, Sven Lautenbach, et al. 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.
Knoblauch, Steffen, Simon Groß, Sven Lautenbach, Antonio Augusto de Aragão Rocha, Marta C González, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, and Alexander Zipf. 2024. “Long-Term Validation of Inner-Urban Mobility Metrics Derived from Twitter/X.” Environment and Planning B: Urban Analytics and City Science. https://journals.sagepub.com/doi/pdf/10.1177/23998083241278275.
Foshag, Kathrin, Johannes Fürle, Christina Ludwig, Joachim Fallmann, Sven Lautenbach, Saskia Rupp, Patrick Burst, Marco Betsch, Alexander Zipf, and Nicole Aeschbach. 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.
Memduhoğlu, Abdulkadir, Nir Fulman, and Alexander Zipf. 2024. “Enriching Building Function Classification Using Large Language Model Embeddings of OpenStreetMap Tags.” Earth Science Informatics, 1–16. https://link.springer.com/article/10.1007/s12145-024-01463-8.
Li, Wenwen, Samantha Arundel, Song Gao, Michael Goodchild, Yingjie Hu, Shaowen Wang, and Alexander Zipf. 2024. “GeoAI for Science and the Science of GeoAI.” Journal of Spatial Information Science, 1–17. http://204.48.17.207/index.php/josis/article/view/349.
Fulman, Nir, Abdulkadir Memduhoğlu, and Alexander Zipf. 2024. “Distortions in Judged Spatial Relations in Large Language Models: The Dawn of Natural Language Geographic Data?” https://arxiv.org/pdf/2401.04218.
Porto de Albuquerque, João, Liana Anderson, Nerea Calvillo, Massimo Cattino, Andrew Clarke, Maria Alexandra Cunha, Lívia Castro Degrossi, et al. 2023. “Dialogic Data Innovations for Sustainability Transformations and Flood Resilience: The Case for Waterproofing Data.” Global Environmental Change 82 (September):102730. https://doi.org/10.1016/j.gloenvcha.2023.102730.
Porto de Albuquerque, João, Liana Anderson, Nerea Calvillo, Massimo Cattino, Andrew Clarke, Maria Alexandra Cunha, Lívia Castro Degrossi, et al. 2023. “Dialogic Data Innovations for Sustainability Transformations and Flood Resilience: The Case for Waterproofing Data.” Global Environmental Change 82 (September):102730. https://doi.org/10.1016/j.gloenvcha.2023.102730.
Ullah, Tahira, Sven Lautenbach, Benjamin Herfort, Marcel Reinmuth, and Danijel Schorlemmer. 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, Christian, Fabian Kühnel, Michael Heilig, Sven Lautenbach, Tim Wörle, Peter Vortisch, and Tobias Kuhnimhof. 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): 661–74. https://doi.org/10.1177/03611981231169280.
Randhawa, Sukanya, Guntaj Randhawa, Olena Sivak, Johannes Zech, Maria Martin, Alexander Zipf, and Yuze Li. 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, 10–21. https://dl.acm.org/doi/abs/10.1145/3615900.3628772.
Herfort, Benjamin, Sven Lautenbach, Joao Porto de Albuquerque, Jennings Anderson, and Alexander Zipf. 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, Simon, Benjamin Herfort, Sabrina Marx, and Alexander Zipf. 2023. “Exploring MapSwipe as a Crowdsourcing Tool for (Rapid) Damage Assessment: The Case of the 2021 Haiti Earthquake.” AGILE: GIScience Series, 5. https://agile-giss.copernicus.org/articles/4/5/2023/.
Hong, Danfeng, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, and Xiao Xiang Zhu. 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, Veit, Josephine Brückner, Michael Schultz, Sanam Noreen Vardag, Christina Ludwig, Johannes Fürle, Mohammed Zia, Sven Lautenbach, and Alexander Zipf. 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, Veit, Michael Schultz, Sven Lautenbach, and Alexander Zipf. 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, Anita D., Sven Lautenbach, and Almut Arneth. 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.
Martinez-Soto, Aner, Johannes Fürle, and Alexander Zipf. 2023. “Urban Heat Island Intensity Prediction in the Context of Heat Waves: An Evaluation of Model Performance.” Engineering Proceedings, 80. https://www.mdpi.com/2673-4591/39/1/80.
Ludwig, C, J Psotta, A Buch, N Kolaxidis, S Fendrich, M Zia, J Fürle, A Rousell, and A Zipf. 2023. “Traffic Speed Modelling to Improve Travel Time Estimation in Openrouteservice.” The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 109–16. https://isprs-archives.copernicus.org/articles/XLVIII-4-W7-2023/109/2023/.
Knoblauch, Steffen, Hao Li, Sven Lautenbach, Yara Elshiaty, Antônio A. de A. Rocha, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, and Alexander Zipf. 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, Anastasia, Alexander Moldavski, Markus Reichert, Iris Reinhard, Sarah Lohr, Kristina Schwarz, Oksana Berhe, et al. 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.
Schott, Moritz, Adina Zell, Sven Lautenbach, Gencer Sumbul, Michael Schultz, Alexander Zipf, and Begüm Demir. 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://scholar.google.com/citations?view_op=view_citation&hl=de&user=1TAZiPwAAAAJ&sortby=pubdate&citation_for_view=1TAZiPwAAAAJ:naSTrk-c4S8C.
Li, H., and A. Zipf. 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-B4-2022:253–59. https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-253-2022.
Li, Hao, Johannes Zech, Danfeng Hong, Pedram Ghamisi, Michael Schultz, and Alexander Zipf. 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, Hao, Benjamin Herfort, Sven Lautenbach, Jiaoyan Chen, and Alexander Zipf. 2022. “Improving OpenStreetMap Missing Building Detection Using Few–Shot Transfer Learning in Sub–Saharan Africa.” Transactions in GIS 26 (8): 3125–46. https://doi.org/10.1111/tgis.12941.
Petricola, Sami, Marcel Reinmuth, Sven Lautenbach, Charles Hatfield, and Alexander Zipf. 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.” In . https://idl.iscram.org/files/diegofabianpajaritograjales/2022/2411_DiegoFabianPajaritoGrajales_etal2022.pdf.
Zia, Mohammed, Johannes Fürle, Christina Ludwig, Sven Lautenbach, Stefan Gumbrich, and Alexander Zipf. 2022. “SocialMedia2Traffic: Derivation of Traffic Information from Social Media Data.” ISPRS International Journal of Geo-Information, 482. https://www.mdpi.com/2220-9964/11/9/482.
Pisl, J., H. Li, S. Lautenbach, B. Herfort, and A. Zipf. 2021. “Detecting OpenStreetMap Missing Buildings by Transferring Pre-Trained Deep Neural Networks.” AGILE GIScience Ser. 2 (June):39. https://doi.org/10.5194/agile-giss-2-39-2021.
Hu, Xuke, Hongchao Fan, Alexey Noskov, Zhiyong Wang, Alexander Zipf, Fuqiang Gu, and Jianga Shang. 2021. “Room Semantics Inference Using Random Forest and Relational Graph Convolutional Networks: A Case Study of Research Building.” Transactions in GIS 25 (1): 71–111. https://doi.org/10.1111/tgis.12664.
Ludwig, Christina, Sascha Fendrich, and Alexander Zipf. 2021. “Regional Variations of Context‐based Association Rules in OpenStreetMap.” Transactions in GIS 25 (2): 602–21. https://doi.org/10.1111/tgis.12694.
Herfort, Benjamin, Sven Lautenbach, João Porto de Albuquerque, Jennings Anderson, and Alexander Zipf. 2021. “The Evolution of Humanitarian Mapping within the OpenStreetMap Community.” Scientific Reports 11 (1): 3037. https://doi.org/10.1038/s41598-021-82404-z.
Schott, Moritz, Asher Yair Grinberger, Sven Lautenbach, and Alexander Zipf. 2021. “The Impact of Community Happenings in OpenStreetMap—Establishing a Framework for Online Community Member Activity Analyses.” ISPRS International Journal of Geo-Information 10 (3): 164. https://doi.org/10.3390/ijgi10030164.
Hu, Xuke, Alexey Noskov, Hongchao Fan, Tessio Novack, Hao Li, Fuqiang Gu, Jianga Shang, and Alexander Zipf. 2021. “Tagging the Main Entrances of Public Buildings Based on OpenStreetMap and Binary Imbalanced Learning.” International Journal of Geographical Information Science 35 (9): 1773–1801. https://doi.org/10.1080/13658816.2020.1861282.
Ludwig, Christina, Robert Hecht, Sven Lautenbach, Martin Schorcht, and Alexander Zipf. 2021. “Mapping Public Urban Green Spaces Based on OpenStreetMap and Sentinel-2 Imagery Using Belief Functions.” ISPRS International Journal of Geo-Information 10 (4): 251. https://doi.org/10.3390/ijgi10040251.
Fritz, Oliver, Michael Auer, and Alexander Zipf. 2021. “Entwicklung Eines Regressionsmodells Für Die Vollständigkeitsanalyse Des Globalen OpenStreetMap- Datenbestands an Nahverkehrs-Busstrecken.” AGIT ‒ Journal Für Angewandte Geoinformatik 7:239–48. https://doi.org/10.14627/537707025.
Li, Hao, Johannes Zech, Christina Ludwig, Sascha Fendrich, Aurelie Shapiro, Michael Schultz, and Alexander Zipf. 2021. “Automatic Mapping of National Surface Water with OpenStreetMap and Sentinel-2 MSI Data Using Deep Learning.” International Journal of Applied Earth Observation and Geoinformation 104:102571. https://doi.org/10.1016/j.jag.2021.102571.
Witt, Raphael, Lukas Loos, and Alexander Zipf. 2021. “Analysing the Impact of Large Data Imports in OpenStreetMap.” ISPRS International Journal of Geo-Information 10 (8): 528. https://doi.org/10.3390/ijgi10080528.
Grinberger, A. Yair, Moritz Schott, Martin Raifer, and Alexander Zipf. 2021. “An Analysis of the Spatial and Temporal Distribution of Large–Scale Data Production Events in OpenStreetMap.” Transactions in GIS 25 (2): 622–41. https://doi.org/10.1111/tgis.12746.
Klonner, Carolin, Maximilian Hartmann, Rebecca Dischl, Lily Djami, Liana Anderson, Martin Raifer, Fernanda Lima-Silva, Lívia Castro Degrossi, Alexander Zipf, and João Porto de Albuquerque. 2021. “The Sketch Map Tool Facilitates the Assessment of OpenStreetMap Data for Participatory Mapping.” ISPRS International Journal of Geo-Information 10 (3): 130. https://doi.org/10.3390/ijgi10030130.
Yeboah, Godwin, João Porto de Albuquerque, Rafael Troilo, Grant Tregonning, Shanaka Perera, Syed A. K. Shifat Ahmed, Motunrayo Ajisola, et al. 2021. “Analysis of OpenStreetMap Data Quality at Different Stages of a Participatory Mapping Process: Evidence from Slums in Africa and Asia.” ISPRS International Journal of Geo-Information 10 (4). https://doi.org/10.3390/ijgi10040265.
Klipper, Isabell G, Alexander Zipf, and Sven Lautenbach. 2021. “Flood Impact Assessment on Road Network and Healthcare Access at the Example of Jakarta, Indonesia.” AGILE: GIScience Series, 4. https://agile-giss.copernicus.org/articles/2/4/2021/agile-giss-2-4-2021.pdf.
Brückner, Josephine, Moritz Schott, Alexander Zipf, and Sven Lautenbach. 2021. “Assessing Shop Completeness in OpenStreetMap for Two Federal States in Germany.” AGILE: GIScience Series, 20. https://agile-giss.copernicus.org/articles/2/20/2021/agile-giss-2-20-2021.pdf.

2025

Arifi, Dorian, Bernd Resch, Mauricio Santillana, Weihe Wendy Guan, Steffen Knoblauch, Sven Lautenbach, Thomas Jaenisch, Ivonne Morales, and Clemens Havas. 2025. “Geosocial Media’s Early Warning Capabilities Across US County-Level Political Clusters: Observational Study.” JMIR Infodemiology 5 (January):e58539. https://doi.org/10.2196/58539.
Li, Yuze, Yan Zhang, Sukanya Randhawa, Chunling Yang, and Alexander Zipf. 2025. “STVAE: Skip Connection Driven Two-Stream Property Fusion Variational AutoEncoder for Cross-Region Wastewater Treatment Plant Semantic Segmentation.” Information Fusion 118 (June):102960. https://doi.org/10.1016/j.inffus.2025.102960.
Nalin, Alessandro, Nir Fulman, Emily Charlotte Wilke, Christina Ludwig, Alexander Zipf, Claudio Lantieri, Valeria Vignali, and Andrea Simone. 2025. “Evaluation of Accessibility Disparities in Urban Areas during Disruptive Events Based on Transit Real Data.” Communications in Transportation Research 5 (December):100160. https://doi.org/10.1016/j.commtr.2024.100160.
Mayen Huerta, Carolina, Clara Ivanescu, Benjamin Herfort, Piero Badowski, and Dragos Gontariu. 2025. “Leveraging Geospatial Data to Evaluate Women’s Employment Opportunities in the Renewable Energy Sector.” Energy Research & Social Science 120 (February):103917. https://doi.org/10.1016/j.erss.2024.103917.

2024

Knoblauch, Steffen, Myat Su Yin, Krittin Chatrinan, Antonio Augusto de Aragão Rocha, Peter Haddawy, Filip Biljecki, Sven Lautenbach, et al. 2024. “High-Resolution Mapping of Urban Aedes Aegypti Immature Abundance through Breeding Site Detection Based on Satellite and Street View Imagery.” Scientific Reports, 18227. https://doi.org/10.1038/s41598-024-67914-w.
Knoblauch, Steffen, Myat Su Yin, Krittin Chatrinan, Antonio Augusto de Aragao Rocha, Peter Haddawy, Filip Biljecki, Sven Lautenbach, et al. 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.
Knoblauch, Steffen, Simon Groß, Sven Lautenbach, Antonio Augusto de Aragão Rocha, Marta C González, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, and Alexander Zipf. 2024. “Long-Term Validation of Inner-Urban Mobility Metrics Derived from Twitter/X.” Environment and Planning B: Urban Analytics and City Science. https://journals.sagepub.com/doi/pdf/10.1177/23998083241278275.
Foshag, Kathrin, Johannes Fürle, Christina Ludwig, Joachim Fallmann, Sven Lautenbach, Saskia Rupp, Patrick Burst, Marco Betsch, Alexander Zipf, and Nicole Aeschbach. 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.
Memduhoğlu, Abdulkadir, Nir Fulman, and Alexander Zipf. 2024. “Enriching Building Function Classification Using Large Language Model Embeddings of OpenStreetMap Tags.” Earth Science Informatics, 1–16. https://link.springer.com/article/10.1007/s12145-024-01463-8.
Li, Wenwen, Samantha Arundel, Song Gao, Michael Goodchild, Yingjie Hu, Shaowen Wang, and Alexander Zipf. 2024. “GeoAI for Science and the Science of GeoAI.” Journal of Spatial Information Science, 1–17. http://204.48.17.207/index.php/josis/article/view/349.
Fulman, Nir, Abdulkadir Memduhoğlu, and Alexander Zipf. 2024. “Distortions in Judged Spatial Relations in Large Language Models: The Dawn of Natural Language Geographic Data?” https://arxiv.org/pdf/2401.04218.

2023

Herfort, Benjamin, Sven Lautenbach, Joao Porto de Albuquerque, Jennings Anderson, and Alexander Zipf. 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, Simon, Benjamin Herfort, Sabrina Marx, and Alexander Zipf. 2023. “Exploring MapSwipe as a Crowdsourcing Tool for (Rapid) Damage Assessment: The Case of the 2021 Haiti Earthquake.” AGILE: GIScience Series, 5. https://agile-giss.copernicus.org/articles/4/5/2023/.
Ullah, Tahira, Sven Lautenbach, Benjamin Herfort, Marcel Reinmuth, and Danijel Schorlemmer. 2023. “Assessing Completeness of OpenStreetMap Building Footprints Using MapSwipe.” ISPRS International Journal of Geo-Information 12 (4): 143. https://doi.org/10.3390/ijgi12040143.
Hong, Danfeng, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, and Xiao Xiang Zhu. 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, Veit, Josephine Brückner, Michael Schultz, Sanam Noreen Vardag, Christina Ludwig, Johannes Fürle, Mohammed Zia, Sven Lautenbach, and Alexander Zipf. 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, Veit, Michael Schultz, Sven Lautenbach, and Alexander Zipf. 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, Anita D., Sven Lautenbach, and Almut Arneth. 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.
Porto de Albuquerque, João, Liana Anderson, Nerea Calvillo, Massimo Cattino, Andrew Clarke, Maria Alexandra Cunha, Lívia Castro Degrossi, et al. 2023. “Dialogic Data Innovations for Sustainability Transformations and Flood Resilience: The Case for Waterproofing Data.” Global Environmental Change 82 (September):102730. https://doi.org/10.1016/j.gloenvcha.2023.102730.
Porto de Albuquerque, João, Liana Anderson, Nerea Calvillo, Massimo Cattino, Andrew Clarke, Maria Alexandra Cunha, Lívia Castro Degrossi, et al. 2023. “Dialogic Data Innovations for Sustainability Transformations and Flood Resilience: The Case for Waterproofing Data.” Global Environmental Change 82 (September):102730. https://doi.org/10.1016/j.gloenvcha.2023.102730.
Klinkhardt, Christian, Fabian Kühnel, Michael Heilig, Sven Lautenbach, Tim Wörle, Peter Vortisch, and Tobias Kuhnimhof. 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): 661–74. https://doi.org/10.1177/03611981231169280.
Martinez-Soto, Aner, Johannes Fürle, and Alexander Zipf. 2023. “Urban Heat Island Intensity Prediction in the Context of Heat Waves: An Evaluation of Model Performance.” Engineering Proceedings, 80. https://www.mdpi.com/2673-4591/39/1/80.
Ludwig, C, J Psotta, A Buch, N Kolaxidis, S Fendrich, M Zia, J Fürle, A Rousell, and A Zipf. 2023. “Traffic Speed Modelling to Improve Travel Time Estimation in Openrouteservice.” The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 109–16. https://isprs-archives.copernicus.org/articles/XLVIII-4-W7-2023/109/2023/.
Knoblauch, Steffen, Hao Li, Sven Lautenbach, Yara Elshiaty, Antônio A. de A. Rocha, Bernd Resch, Dorian Arifi, Thomas Jänisch, Ivonne Morales, and Alexander Zipf. 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, Anastasia, Alexander Moldavski, Markus Reichert, Iris Reinhard, Sarah Lohr, Kristina Schwarz, Oksana Berhe, et al. 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.
Schott, Moritz, Adina Zell, Sven Lautenbach, Gencer Sumbul, Michael Schultz, Alexander Zipf, and Begüm Demir. 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://scholar.google.com/citations?view_op=view_citation&hl=de&user=1TAZiPwAAAAJ&sortby=pubdate&citation_for_view=1TAZiPwAAAAJ:naSTrk-c4S8C.

2022

Li, H., and A. Zipf. 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-B4-2022:253–59. https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-253-2022.
Li, Hao, Johannes Zech, Danfeng Hong, Pedram Ghamisi, Michael Schultz, and Alexander Zipf. 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, Hao, Benjamin Herfort, Sven Lautenbach, Jiaoyan Chen, and Alexander Zipf. 2022. “Improving OpenStreetMap Missing Building Detection Using Few–Shot Transfer Learning in Sub–Saharan Africa.” Transactions in GIS 26 (8): 3125–46. https://doi.org/10.1111/tgis.12941.
Petricola, Sami, Marcel Reinmuth, Sven Lautenbach, Charles Hatfield, and Alexander Zipf. 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.
Zia, Mohammed, Johannes Fürle, Christina Ludwig, Sven Lautenbach, Stefan Gumbrich, and Alexander Zipf. 2022. “SocialMedia2Traffic: Derivation of Traffic Information from Social Media Data.” ISPRS International Journal of Geo-Information, 482. https://www.mdpi.com/2220-9964/11/9/482.

2021

Ludwig, Christina, Sascha Fendrich, and Alexander Zipf. 2021. “Regional Variations of Context‐based Association Rules in OpenStreetMap.” Transactions in GIS 25 (2): 602–21. https://doi.org/10.1111/tgis.12694.
Herfort, Benjamin, Sven Lautenbach, João Porto de Albuquerque, Jennings Anderson, and Alexander Zipf. 2021. “The Evolution of Humanitarian Mapping within the OpenStreetMap Community.” Scientific Reports 11 (1): 3037. https://doi.org/10.1038/s41598-021-82404-z.
Schott, Moritz, Asher Yair Grinberger, Sven Lautenbach, and Alexander Zipf. 2021. “The Impact of Community Happenings in OpenStreetMap—Establishing a Framework for Online Community Member Activity Analyses.” ISPRS International Journal of Geo-Information 10 (3): 164. https://doi.org/10.3390/ijgi10030164.
Hu, Xuke, Alexey Noskov, Hongchao Fan, Tessio Novack, Hao Li, Fuqiang Gu, Jianga Shang, and Alexander Zipf. 2021. “Tagging the Main Entrances of Public Buildings Based on OpenStreetMap and Binary Imbalanced Learning.” International Journal of Geographical Information Science 35 (9): 1773–1801. https://doi.org/10.1080/13658816.2020.1861282.
Ludwig, Christina, Robert Hecht, Sven Lautenbach, Martin Schorcht, and Alexander Zipf. 2021. “Mapping Public Urban Green Spaces Based on OpenStreetMap and Sentinel-2 Imagery Using Belief Functions.” ISPRS International Journal of Geo-Information 10 (4): 251. https://doi.org/10.3390/ijgi10040251.
Fritz, Oliver, Michael Auer, and Alexander Zipf. 2021. “Entwicklung Eines Regressionsmodells Für Die Vollständigkeitsanalyse Des Globalen OpenStreetMap- Datenbestands an Nahverkehrs-Busstrecken.” AGIT ‒ Journal Für Angewandte Geoinformatik 7:239–48. https://doi.org/10.14627/537707025.
Li, Hao, Johannes Zech, Christina Ludwig, Sascha Fendrich, Aurelie Shapiro, Michael Schultz, and Alexander Zipf. 2021. “Automatic Mapping of National Surface Water with OpenStreetMap and Sentinel-2 MSI Data Using Deep Learning.” International Journal of Applied Earth Observation and Geoinformation 104:102571. https://doi.org/10.1016/j.jag.2021.102571.
Witt, Raphael, Lukas Loos, and Alexander Zipf. 2021. “Analysing the Impact of Large Data Imports in OpenStreetMap.” ISPRS International Journal of Geo-Information 10 (8): 528. https://doi.org/10.3390/ijgi10080528.
Grinberger, A. Yair, Moritz Schott, Martin Raifer, and Alexander Zipf. 2021. “An Analysis of the Spatial and Temporal Distribution of Large–Scale Data Production Events in OpenStreetMap.” Transactions in GIS 25 (2): 622–41. https://doi.org/10.1111/tgis.12746.
Klonner, Carolin, Maximilian Hartmann, Rebecca Dischl, Lily Djami, Liana Anderson, Martin Raifer, Fernanda Lima-Silva, Lívia Castro Degrossi, Alexander Zipf, and João Porto de Albuquerque. 2021. “The Sketch Map Tool Facilitates the Assessment of OpenStreetMap Data for Participatory Mapping.” ISPRS International Journal of Geo-Information 10 (3): 130. https://doi.org/10.3390/ijgi10030130.
Hu, Xuke, Hongchao Fan, Alexey Noskov, Zhiyong Wang, Alexander Zipf, Fuqiang Gu, and Jianga Shang. 2021. “Room Semantics Inference Using Random Forest and Relational Graph Convolutional Networks: A Case Study of Research Building.” Transactions in GIS 25 (1): 71–111. https://doi.org/10.1111/tgis.12664.
Pisl, J., H. Li, S. Lautenbach, B. Herfort, and A. Zipf. 2021. “Detecting OpenStreetMap Missing Buildings by Transferring Pre-Trained Deep Neural Networks.” AGILE GIScience Ser. 2 (June):39. https://doi.org/10.5194/agile-giss-2-39-2021.
Yeboah, Godwin, João Porto de Albuquerque, Rafael Troilo, Grant Tregonning, Shanaka Perera, Syed A. K. Shifat Ahmed, Motunrayo Ajisola, et al. 2021. “Analysis of OpenStreetMap Data Quality at Different Stages of a Participatory Mapping Process: Evidence from Slums in Africa and Asia.” ISPRS International Journal of Geo-Information 10 (4). https://doi.org/10.3390/ijgi10040265.
Klipper, Isabell G, Alexander Zipf, and Sven Lautenbach. 2021. “Flood Impact Assessment on Road Network and Healthcare Access at the Example of Jakarta, Indonesia.” AGILE: GIScience Series, 4. https://agile-giss.copernicus.org/articles/2/4/2021/agile-giss-2-4-2021.pdf.
Brückner, Josephine, Moritz Schott, Alexander Zipf, and Sven Lautenbach. 2021. “Assessing Shop Completeness in OpenStreetMap for Two Federal States in Germany.” AGILE: GIScience Series, 20. https://agile-giss.copernicus.org/articles/2/20/2021/agile-giss-2-20-2021.pdf.

2020

Yan, Yingwei, Chen-Chieh Feng, Wei Huang, Hongchao Fan, Yi-Chen Wang, and Alexander Zipf. 2020. “Volunteered Geographic Information Research in the First Decade: A Narrative Review of Selected Journal Articles in GIScience.” International Journal of Geographical Information Science 34 (9): 1765–91. https://doi.org/10.1080/13658816.2020.1730848.
Reichert, Markus, Urs Braun, Sven Lautenbach, Alexander Zipf, Ulrich Ebner-Priemer, Heike Tost, and Andreas Meyer-Lindenberg. 2020. “Studying the Impact of Built Environments on Human Mental Health in Everyday Life: Methodological Developments, State-of-the-Art and Technological Frontiers.” Current Opinion in Psychology 32:158–64. https://doi.org/10.1016/j.copsyc.2019.08.026.
Hu, Xuke, Lei Ding, Jianga Shang, Hongchao Fan, Tessio Novack, Alexey Noskov, and Alexander Zipf. 2020. “Data-Driven Approach to Learning Salience Models of Indoor Landmarks by Using Genetic Programming.” International Journal of Digital Earth 13 (11): 1230–57. https://doi.org/10.1080/17538947.2019.1701109.
Li, Hao, Pedram Ghamisi, Behnood Rasti, Zhaoyan Wu, Aurelie Shapiro, Michael Schultz, and Alexander Zipf. 2020. “A Multi-Sensor Fusion Framework Based on Coupled Residual Convolutional Neural Networks.” Remote Sensing 12 (12): 2067. https://doi.org/10.3390/rs12122067.
Geldsetzer, Pascal, Marcel Reinmuth, Paul O. Ouma, Sven Lautenbach, Emelda A. Okiro, Till Bärnighausen, and Alexander Zipf. 2020. “Mapping Physical Access to Health Care for Older Adults in Sub-Saharan Africa and Implications for the COVID-19 Response: A Cross-Sectional Analysis.” The Lancet. Healthy Longevity 1 (1): e32–42. https://doi.org/10.1016/S2666-7568(20)30010-6.
Ries, Markus, Konstantin Mechler, Donna L. Smith, Benjamin Herfort, Johannes Visintini, Amon Veiga Santana, Alexander Zipf, and Sven Lautenbach. 2020. “Intuitive Global Insight Into COVID-19 Clinical Research Activities-The \textquotedblCOVID-19 Map of Hope\textquotedbl.” The Journal of Clinical Pharmacology 60 (7): 826–27. https://doi.org/10.1002/jcph.1643.
Li, Hao, Benjamin Herfort, Wei Huang, Mohammed Zia, and Alexander Zipf. 2020. “Exploration of OpenStreetMap Missing Built-up Areas Using Twitter Hierarchical Clustering and Deep Learning in Mozambique.” ISPRS Journal of Photogrammetry and Remote Sensing 166:41–51. https://doi.org/10.1016/j.isprsjprs.2020.05.007.
Juhász, Levente, Tessio Novack, Hartwig H. Hochmair, and Sen Qiao. 2020. “Cartographic Vandalism in the Era of Location-Based Games—The Case of OpenStreetMap and Pokémon GO.” ISPRS International Journal of Geo-Information 9 (4). https://doi.org/10.3390/ijgi9040197.
Novack, Tessio, Leonard Vorbeck, Heinrich Lorei, and Alexander Zipf. 2020. “Towards Detecting Building Facades with Graffiti Artwork Based on Street View Images.” ISPRS International Journal of Geo-Information 9 (2). https://doi.org/10.3390/ijgi9020098.
Schwaab, Jonas, Sven Lautenbach, Nils Braun-Dubler, Markus Gmünder, Adrienne Grêt-Regamey, and Maarten J. Van Strien. 2020. “The Difficulty of Steering Settlement Development to Reduce the Loss of Ecosystem Services: An Exploration of Different Development Scenarios in Switzerland Using Spatially Explicit Land-Use Models.” Journal of Environmental Planning and Management 63 (6): 1037–55. https://doi.org/10.1080/09640568.2019.1631762.
Wang, Zhiyong, Tessio Novack, Yingwei Yan, and Alexander Zipf. 2020. “Quiet Route Planning for Pedestrians in Traffic Noise Polluted Environments.” IEEE Transactions on Intelligent Transportation Systems, 7573–84. https://www.researchgate.net/profile/Zhiyong-Wang-2/publication/342334650_Quiet_Route_Planning_for_Pedestrians_in_Traffic_Noise_Polluted_Environments/links/5eee072992851ce9e7f4a2b4/Quiet-Route-Planning-for-Pedestrians-in-Traffic-Noise-Polluted-Environments.pdf.

2019

Ludwig, Christina, Robert Hecht, Sven Lautenbach, Martin Schorcht, and Alexander Zipf. 2019. “Assessing the Completeness of Urban Green Spaces in OpenStreetMap.” Editors, 21. https://doi.org/10.5281/zenodo.3387701.
Klonner, Carolin, Maximilian Hartmann, Lily Djami, and Alexander Zipf. 2019. “‘Ohsome’ OpenStreetMap Data Evaluation: Fitness of Field Papers for Participatory Mapping.” https://wiki.openstreetmap.org/w/images/8/89/%E2%80%9COhsome%E2%80%9D_OpenStreetMap_Data_Evaluation-_Fitness_of_Field_Papers_for_Participatory_Mapping.pdf.
Raifer, Martin, Rafael Troilo, Fabian Kowatsch, Michael Auer, Lukas Loos, Sabrina Marx, Katharina Przybill, Sascha Fendrich, Franz-Benjamin Mocnik, and Alexander Zipf. 2019. “OSHDB: A Framework for Spatio-Temporal Analysis of OpenStreetMap History Data.” Open Geospatial Data, Software and Standards 4 (1). https://doi.org/10.1186/s40965-019-0061-3.
Herfort, Benjamin, Hao Li, Sascha Fendrich, Sven Lautenbach, and Alexander Zipf. 2019. “Mapping Human Settlements with Higher Accuracy and Less Volunteer Efforts by Combining Crowdsourcing and Deep Learning.” Remote Sensing 11 (15): 1799. https://doi.org/10.3390/rs11151799.
Yan, Yingwei, Michael Schultz, and Alexander Zipf. 2019. “An Exploratory Analysis of Usability of Flickr Tags for Land Use/Land Cover Attribution.” Geo-Spatial Information Science 22 (1): 12–22. https://doi.org/10.1080/10095020.2018.1560044.
Tost, Heike, Markus Reichert, Urs Braun, Iris Reinhard, Robin Peters, Sven Lautenbach, Andreas Hoell, et al. 2019. “Neural Correlates of Individual Differences in Affective Benefit of Real-Life Urban Green Space Exposure.” Nature Neuroscience 22 (9): 1389–93. https://doi.org/10.1038/s41593-019-0451-y.
Georgy, Sascha, Sven Lautenbach, Heiko J. Jahn, Lutz Katzschner, and Alexander Krämer. 2019. “Erfassung von Hitze- Und Feinstaubbedingten Gesundheitsrisiken in Deutschland: Ein Epidemiologischer Studienansatz.” Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz 62 (6): 782–91. https://doi.org/10.1007/s00103-019-02960-8.
Juhász, Levente, Hartwig H. Hochmair, Sen Qiao, and Tessio Novack. 2019. “Exploring the Effects of Pokémon Go Vandalism on OpenStreetMap.”
Mocnik, Franz-Benjamin, Christina Ludwig, A. Y. Grinberger, Clemens Jacobs, Carolin Klonner, and Martin Raifer. 2019. “Shared Data Sources in the Geographical Domain—A Classification Schema and Corresponding Visualization Techniques.” ISPRS International Journal of Geo-Information 8 (5). https://doi.org/10.3390/ijgi8050242.
Strauch, Michael, Anna F. Cord, Carola Pätzold, Sven Lautenbach, Andrea Kaim, Christian Schweitzer, Ralf Seppelt, and Martin Volk. 2019. “Constraints in Multi-Objective Optimization of Land Use Allocation – Repair or Penalize?” Environmental Modelling & Software 118 (August):241–51. https://doi.org/10.1016/j.envsoft.2019.05.003.
Yeboah, Godwin, Rafael Troilo, Vangelis Pitidis, and João Porto de Albuquerque. 2019. “Analysis of OpenStreetMap Data Quality at Different Stages of a Participatory Mapping Process: Evidence from Informal Urban Settings.” Editors, 7.
Zia, Mohammed, Ziyadin Cakir, and Dursun Zafer Seker. 2019. “Turkey OpenStreetMap Dataset - Spatial Analysis of Development and Growth Proxies,” Open Geosciences, 11 (1): 140–51. https://doi.org/10.1515/geo-2019-0012.
Noskov, Alexey, A Yair Grinberger, Nikolaos Papapesios, Adam Rousell, Rafael Troilo, and Alexander Zipf. 2019. “Modelling and Assessing Spatial Big Data: Use Cases of the OpenStreetMap Full-History Dump.” Spatial Planning in the Big Data Revolution, 16–44. https://www.igi-global.com/chapter/modelling-and-assessing-spatial-big-data/223698.
Ludwig, Christina, and Alexander Zipf. 2019. “Exploring Regional Differences in the Representation of Urban Green Spaces in OpenStreetMap.” https://archiv.ub.uni-heidelberg.de/volltextserver/27408/3/GeoCultGIS_Ludwig_2019.pdf.
Lorei, Heinrich, René Westerholt, and Alexander Zipf. 2019. “Characterizing Player Types in Gamified Geodata Acquisition–An Exploratory Analysis of StreetComplete.” Proceedings of the Academic Track at State of the Map, 33–40. https://wrap.warwick.ac.uk/id/eprint/126579/7/WRAP-Proceedings-Academic-Track-State-Map-2019.pdf#page=37.
Yair Grinberger, A, Moritz Schott, Martin Raifer, Rafael Troilo, and Alexander Zipf. 2019. “The Institutional Contexts of Volunteered Geographic Information Production: A Quantitative Exploration of OpenStreetMap Data.” https://archiv.ub.uni-heidelberg.de/volltextserver/27410/3/GeoCultGIS_Grinberger_2019.pdf.
Yair Grinberger, A, Moritz Schott, Martin Raifer, Rafael Troilo, and Alexander Zipf. 2019. “Analyzing the Spatio-Temporal Patterns and Impacts of Large-Scale Data Production Events in OpenStreetMap.” Editors, 9. https://wrap.warwick.ac.uk/id/eprint/126579/7/WRAP-Proceedings-Academic-Track-State-Map-2019.pdf#page=13.
Eckle, M, S Lautenbach, and A Zipf. 2019. “Towards Bridging the Gap between Demand and Supply in Humanitarian Geodata Use.” ISCRAM 2019. Proceedings. https://iscram2019.webs.upv.es/wp-content/uploads/2019/09/ISCRAM2019_Proceedings.pdf.

2018

Scholz, Stefan, Paul Knight, Melanie Eckle, Sabrina Marx, and Alexander Zipf. 2018. “Volunteered Geographic Information for Disaster Risk Reduction—The Missing Maps Approach and Its Potential within the Red Cross and Red Crescent Movement.” Remote Sensing 10 (8): 1239. https://doi.org/10.3390/rs10081239.
Hahmann, Stefan, Jakob Miksch, Bernd Resch, Johannes Lauer, and Alexander Zipf. 2018. “Routing through Open Spaces – A Performance Comparison of Algorithms.” Geo-Spatial Information Science 21 (3): 247–56. https://doi.org/10.1080/10095020.2017.1399675.
Mobasheri, Amin, Haosheng Huang, Lívia Castro Degrossi, and Alexander Zipf. 2018. “Enrichment of OpenStreetMap Data Completeness with Sidewalk Geometries Using Data Mining Techniques.” Sensors (Basel, Switzerland) 18 (2). https://doi.org/10.3390/s18020509.
Novack, Tessio, Zhiyong Wang, and Alexander Zipf. 2018. “A System for Generating Customized Pleasant Pedestrian Routes Based on OpenStreetMap Data.” Sensors (Basel, Switzerland) 18 (11). https://doi.org/10.3390/s18113794.
Klonner, Carolin, Tomás J. Usón, Sabrina Marx, Franz-Benjamin Mocnik, and Bernhard Höfle. 2018. “Capturing Flood Risk Perception via Sketch Maps.” ISPRS International Journal of Geo-Information 7 (9). https://doi.org/10.3390/ijgi7090359.
Herfort, Benjamin, Bernhard Höfle, and Carolin Klonner. 2018. “3D Micro-Mapping: Towards Assessing the Quality of Crowdsourcing to Support 3D Point Cloud Analysis.” ISPRS Journal of Photogrammetry and Remote Sensing 137 (March):73–83. https://doi.org/10.1016/j.isprsjprs.2018.01.009.
Herfort, Benjamin, and Alexander Zipf. 2018. “Enhancing Crowdsourced Classification on Human Settlements Utilizing Logistic Regression Aggregation and Intrinsic Context Factors.” Geospatial Technologies for All: Short Papers, Posters and Poster Abstracts of the 21th AGILE Conference on Geographic Information Science, Ed. A. Mansourian, P. Pilesjö, L. Harrie, and R. von Lammeren. Lund University, Lund, Sweden, June, 12–15. https://www.cs.nuim.ie/~pmooney/vgi-alive2018/papers/1.4.pdf.
Chen, Jiaoyan, Yan Zhou, Alexander Zipf, and Hongchao Fan. 2018. “Deep Learning from Multiple Crowds: A Case Study of Humanitarian Mapping.” IEEE Transactions on Geoscience and Remote Sensing, 1713–22. https://ieeexplore.ieee.org/abstract/document/8480860.
Auer, Michael, Melanie Eckle, Sascha Fendrich, Luisa Griesbaum, Fabian Kowatsch, Sabrina Marx, Martin Raifer, Moritz Schott, Rafael Troilo, and Alexander Zipf. 2018. “Towards Using the Potential of OpenStreetMap History for Disaster Activation Monitoring.” https://www.researchgate.net/profile/Melanie-Eckle-Elze/publication/325397280_Towards_Using_the_Potential_of_OpenStreetMap_History_for_Disaster_Activation_Monitoring/links/5d5ea513299bf1b97cfe05b6/Towards-Using-the-Potential-of-OpenStreetMap-History-for-Disaster-Activation-Monitoring.pdf.
Noskov, Alexey, and Alexander Zipf. 2018. “Open-Data-Driven Embeddable Quality Management Services for Map-Based Web Applications.” Big Earth Data 2 (4): 395–422. https://doi.org/10.1080/20964471.2019.1592077.
Yan, Yingwei, Chiao-Ling Kuo, Chen-Chieh Feng, Wei Huang, Hongchao Fan, and Alexander Zipf. 2018. “Coupling Maximum Entropy Modeling with Geotagged Social Media Data to Determine the Geographic Distribution of Tourists.” International Journal of Geographical Information Science 32 (9): 1699–1736. https://doi.org/10.1080/13658816.2018.1458989.

2017

Griesbaum, Luisa, Melanie Eckle, Benjamin Herfort, Martin Raifer, and Alexander Zipf. 2017. “Partizipative Methoden Zur Erfassung Und Verarbeitung von Geoinformationen,” 563–74. https://dl.gi.de/items/620aef47-fd82-4905-9799-89429bf73809.
John, Steffen, Stefan Hahmann, Adam Rousell, Marc-O. Löwner, and Alexander Zipf. 2017. “Deriving Incline Values for Street Networks from Voluntarily Collected GPS Traces.” Cartography and Geographic Information Science 44 (2): 152–69. https://doi.org/10.1080/15230406.2016.1190300.
Yan, Yingwei, Melanie Eckle, Chiao-Ling Kuo, Benjamin Herfort, Hongchao Fan, and Alexander Zipf. 2017. “Monitoring and Assessing Post-Disaster Tourism Recovery Using Geotagged Social Media Data.” ISPRS International Journal of Geo-Information 6 (5): 144. https://doi.org/10.3390/ijgi6050144.
Rousell, Adam, and Alexander Zipf. 2017. “Towards a Landmark-Based Pedestrian Navigation Service Using OSM Data.” ISPRS International Journal of Geo-Information 6 (3): 64. https://doi.org/10.3390/ijgi6030064.

2016

Marx, Sabrina, Martin Hämmerle, Carolin Klonner, and Bernhard Höfle. 2016. “3D Participatory Sensing with Low-Cost Mobile Devices for Crop Height Assessment–a Comparison with Terrestrial Laser Scanning Data.” PloS One 11 (4): e0152839.
Eckle, Melanie, João Porto de Albuquerque, Benjamin Herfort, Rüdiger Wolff, Alexander Zipf, Richard Leiner, and Clemens Jacobs. 2016. “Leveraging OpenStreetMap to Support Flood Risk Management in Municipalities: A Prototype Decision Support System.”
Klonner, Carolin, Sabrina Marx, Tomás Usón, João Porto de Albuquerque, and Bernhard Höfle. 2016. “Volunteered Geographic Information in Natural Hazard Analysis: A Systematic Literature Review of Current Approaches with a Focus on Preparedness and Mitigation.” ISPRS International Journal of Geo-Information 5 (7). https://doi.org/10.3390/ijgi5070103.
Usón, Tomás J., Carolin Klonner, and Bernhard Höfle. 2016. “Using Participatory Geographic Approaches for Urban Flood Risk in Santiago de Chile: Insights from a Governance Analysis.” Environmental Science & Policy 66 (December):62–72. https://doi.org/10.1016/j.envsci.2016.08.002.

2024

Knoblauch, Steffen, Levi Szamek, Jonas Wenk, Iddy Chazua, Innocent Maholi, Maciej Adamiak, Sven Lautenbach, and Alexander Zipf. 2024. “UAV-Assisted Municipal Solid Waste Monitoring for Informed Disposal Decisions.” In Proceedings of the 2024 International Conference on Information Technology for Social Good, 105–13. https://dl.acm.org/doi/abs/10.1145/3677525.3678649.

2023

Randhawa, Sukanya, Guntaj Randhawa, Olena Sivak, Johannes Zech, Maria Martin, Alexander Zipf, and Yuze Li. 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, 10–21. https://dl.acm.org/doi/abs/10.1145/3615900.3628772.

2022

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.” In . https://idl.iscram.org/files/diegofabianpajaritograjales/2022/2411_DiegoFabianPajaritoGrajales_etal2022.pdf.

2020

Wu, Zhaoxan, Hao Li, and Alexander Zipf. 2020. “From Historical OpenStreetMap Data to Customized Training Samples for Geospatial Machine Learning.” In Proceedings of the Academic Track at the State of the Map 2020 Online Conference. https://app.media.ccc.de/v/state-of-the-map-2020-academic-track-4527-from-historical-openstreetmap-data-to-customized-training-samples-for-geospatial-machine-learning.

2017

Klonner, Carolin, Melanie Eckle, Tomás Usón, and Bernhard Höfle. 2017. “Quality Improvement of Remotely Volunteered Geographic Information via Country-Specific Mapping Instructions.” In ISCRAM.
Degrossi, Lívia Castro, João Porto de Albuquerque, Camilo Restrepo-Estrada, Amin Mobasheri, and Alexander Zipf. 2017. “Exploring the Geographical Context for Quality Assessment of VGI in Flood Management Domain.” In Proceedings of the Americas Conference on Information Systems (AMCIS 2017), 1–10. AMCIS.

2016

Degrossi, Lívia Castro, João Porto de Albuquerque, Hongchao Fan, and Alexander Zipf. 2016. “A Conceptual Model for Quality Assessment of VGI for the Purpose of Flood Management.” In Proceedings.
Anhorn, Johannes, Benjamin Herfort, and João Porto de Albuquerque. 2016. “Crowdsourced Validation and Updating of Dynamic Features in OpenStreetMap an Analysis of Shelter Mapping after the 2015 Nepal Earthquake.” In Proceedings of the ISCRAM 2016 Conference–Rio de Janeiro, Brazil, May 2016.

2015

Eckle, Melanie, and João Porto de Albuquerque. 2015. “Quality Assessment of Remote Mapping in OpenStreetMap for Disaster Management Purposes.” In ISCRAM.

2024

Hatfield, Charles, Anna Kustar, Marcel Reinmuth, Constant Cap, Agraw Ali Beshir, Jacqueline Klopp, Alexander Zipf, James Rising, and Thet Tun. 2024. Lessons in Traffic: Nairobi’s School Term Congestion and Equity Challenges. https://doi.org/10.1016/j.ijepes.2021.00.000.