Object-Level Detection of Hand-Drawn Annotations in Participatory Sketch Maps Using Paired Clean and Annotated Basemaps
Clemens Langer
Heidelberg Institute for Geoinformation Technology (HeiGIT) gGmbH, Heidelberg, Germany
Heidelberg University, Heidelberg, Germany
Celina Thomé
Heidelberg Institute for Geoinformation Technology (HeiGIT) gGmbH, Heidelberg, Germany
Heidelberg University, Heidelberg, Germany
Nir Fulman
Heidelberg University, Heidelberg, Germany
Steffen Knoblauch
Heidelberg Institute for Geoinformation Technology (HeiGIT) gGmbH, Heidelberg, Germany
Heidelberg University, Heidelberg, Germany
Interdisciplinary Center for Scientific Computing (IWR/ICSC), Heidelberg University, Heidelberg, Germany
Alexander Zipf
Heidelberg Institute for Geoinformation Technology (HeiGIT) gGmbH, Heidelberg, Germany
Heidelberg University, Heidelberg, Germany
Interdisciplinary Center for Scientific Computing (IWR/ICSC), Heidelberg University, Heidelberg, Germany
Yulia Grinblat
Heidelberg Institute for Geoinformation Technology (HeiGIT) gGmbH, Heidelberg, Germany
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Sven Lautenbach, Marcel Maurer, and Alexander Zipf
AGILE GIScience Ser., 7, 9, https://doi.org/10.5194/agile-giss-7-9-2026, https://doi.org/10.5194/agile-giss-7-9-2026, 2026
Ferdinand Seyffer, Anne Schauss, Suella Tirai, Marcel Maurer, Sven Lautenbach, and Alexander Zipf
AGILE GIScience Ser., 7, 17, https://doi.org/10.5194/agile-giss-7-17-2026, https://doi.org/10.5194/agile-giss-7-17-2026, 2026
Nir Fulman, Abdulkadir Memduhoğlu, Johannes Huber, and Alexander Zipf
AGILE GIScience Ser., 7, 23, https://doi.org/10.5194/agile-giss-7-23-2026, https://doi.org/10.5194/agile-giss-7-23-2026, 2026
Wangshu Wang, Alexander Zipf, and Liqiu Meng
Abstr. Int. Cartogr. Assoc., 10, 297, https://doi.org/10.5194/ica-abs-10-297-2025, https://doi.org/10.5194/ica-abs-10-297-2025, 2025
Pauline Walz, Oliver Fritz, Sabrina Marx, Marlin M. Mueller, Christian Thiel, Josefine Lenz, Soraya Kaiser, Roxanne Frappier, Alexander Zipf, and Moritz Langer
The Cryosphere, 19, 6355–6379, https://doi.org/10.5194/tc-19-6355-2025, https://doi.org/10.5194/tc-19-6355-2025, 2025
Short summary
Short summary
We explored how citizen scientists can help map changes in Arctic landscapes. Using a web tool we created, more than 100 volunteers contributed the approximate center points of particular ground patterns called ice-wedge polygons in aerial images from Alaska and Canada. Our work shows that the data created by volunteers can be used to reconstruct ice-wedge polygon networks and provide valuable insights on the state of frozen ground in the Arctic.
Johannes Huber, Christina Ludwig, Kathrin Foshag, Nikolaos Kolaxidis, Alexander Zipf, and Sven Lautenbach
AGILE GIScience Ser., 6, 4, https://doi.org/10.5194/agile-giss-6-4-2025, https://doi.org/10.5194/agile-giss-6-4-2025, 2025
Ricardo Ruiz Sánchez, Marcel Reinmuth, Cristian Albornoz, Sven Lautenbach, and Alexander Zipf
AGILE GIScience Ser., 6, 10, https://doi.org/10.5194/agile-giss-6-10-2025, https://doi.org/10.5194/agile-giss-6-10-2025, 2025
Nathan Damas Antonio, Silvana Camboim, and Alexander Zipf
Abstr. Int. Cartogr. Assoc., 7, 6, https://doi.org/10.5194/ica-abs-7-6-2024, https://doi.org/10.5194/ica-abs-7-6-2024, 2024
C. Ludwig, J. Psotta, A. Buch, N. Kolaxidis, S. Fendrich, M. Zia, J. Fürle, A. Rousell, and A. Zipf
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W7-2023, 109–116, https://doi.org/10.5194/isprs-archives-XLVIII-4-W7-2023-109-2023, https://doi.org/10.5194/isprs-archives-XLVIII-4-W7-2023-109-2023, 2023
Simon Groß, Benjamin Herfort, Sabrina Marx, and Alexander Zipf
AGILE GIScience Ser., 4, 5, https://doi.org/10.5194/agile-giss-4-5-2023, https://doi.org/10.5194/agile-giss-4-5-2023, 2023
Nir Fulman, Maria Marinov, and Itzhak Benenson
AGILE GIScience Ser., 4, 25, https://doi.org/10.5194/agile-giss-4-25-2023, https://doi.org/10.5194/agile-giss-4-25-2023, 2023
M. Schott, S. Lautenbach, L. Größchen, and A. Zipf
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 395–402, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-395-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-395-2022, 2022
H. Li and A. Zipf
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 253–259, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-253-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-253-2022, 2022
R. Hecht, M. Artmann, P. Brzoska, D. Burghardt, S. Cakir, A. Dunkel, M. Gröbe, M. Gugulica, K. Krellenberg, N. Kreutzarek, S. Lautenbach, C. Ludwig, D. Lümkemann, G. Meinel, M. Schorcht, A. Sonnenbichler, C. Stanley, J. Tenikl, M. Wurm, and A. Zipf
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., VIII-4-W1-2021, 65–72, https://doi.org/10.5194/isprs-annals-VIII-4-W1-2021-65-2021, https://doi.org/10.5194/isprs-annals-VIII-4-W1-2021-65-2021, 2021