Data enrichment and supervised learning in road and settlement feature selection for small scale maps
Albert Adolf
Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, Poland
Karolina Wereszczyńska
Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, Poland
Izabela Karsznia
Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, Poland
Robert Weibel
Department of Geography, University of Zurich, Switzerland
Stefan Leyk
Department of Geography, University of Colorado Boulder, USA
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Albert Adolf and Izabela Karsznia
Abstr. Int. Cartogr. Assoc., 10, 1, https://doi.org/10.5194/ica-abs-10-1-2025, https://doi.org/10.5194/ica-abs-10-1-2025, 2025
Iga Ajdacka and Izabela Karsznia
Abstr. Int. Cartogr. Assoc., 10, 4, https://doi.org/10.5194/ica-abs-10-4-2025, https://doi.org/10.5194/ica-abs-10-4-2025, 2025
Aleksander Berg and Stefan Leyk
Abstr. Int. Cartogr. Assoc., 10, 19, https://doi.org/10.5194/ica-abs-10-19-2025, https://doi.org/10.5194/ica-abs-10-19-2025, 2025
Bartlomiej Bielawski, Wiesław Ostrowski, and Izabela Karsznia
Abstr. Int. Cartogr. Assoc., 10, 21, https://doi.org/10.5194/ica-abs-10-21-2025, https://doi.org/10.5194/ica-abs-10-21-2025, 2025
Izabela Gołębiowska, Patrick Kennelly, Izabela Karsznia, Arzu Çöltekin, Gene Trantham, and Katarzyna Borczon
Abstr. Int. Cartogr. Assoc., 10, 92, https://doi.org/10.5194/ica-abs-10-92-2025, https://doi.org/10.5194/ica-abs-10-92-2025, 2025
Izabela Karsznia, Arzu Çöltekin, and Veronica Sundstedt
Abstr. Int. Cartogr. Assoc., 10, 140, https://doi.org/10.5194/ica-abs-10-140-2025, https://doi.org/10.5194/ica-abs-10-140-2025, 2025
Alexandra-Ioana Georgescu, Hoda Allahbakhshi, and Robert Weibel
AGILE GIScience Ser., 6, 23, https://doi.org/10.5194/agile-giss-6-23-2025, https://doi.org/10.5194/agile-giss-6-23-2025, 2025
Yelu He, Cheng Fu, Wernher Brucks, and Robert Weibel
AGILE GIScience Ser., 6, 26, https://doi.org/10.5194/agile-giss-6-26-2025, https://doi.org/10.5194/agile-giss-6-26-2025, 2025
Albert Adolf and Izabela Karsznia
Abstr. Int. Cartogr. Assoc., 8, 1, https://doi.org/10.5194/ica-abs-8-1-2024, https://doi.org/10.5194/ica-abs-8-1-2024, 2024
Izabela Karsznia, Arzu Çöltekin, and Veronica Sundstedt
Abstr. Int. Cartogr. Assoc., 8, 12, https://doi.org/10.5194/ica-abs-8-12-2024, https://doi.org/10.5194/ica-abs-8-12-2024, 2024
Karolina Wereszczyńska
Abstr. Int. Cartogr. Assoc., 8, 28, https://doi.org/10.5194/ica-abs-8-28-2024, https://doi.org/10.5194/ica-abs-8-28-2024, 2024
Joris Senn, Cheng Fu, Zhiyong Zhou, and Robert Weibel
Abstr. Int. Cartogr. Assoc., 7, 149, https://doi.org/10.5194/ica-abs-7-149-2024, https://doi.org/10.5194/ica-abs-7-149-2024, 2024
Albert Adolf and Izabela Karsznia
Abstr. Int. Cartogr. Assoc., 7, 2, https://doi.org/10.5194/ica-abs-7-2-2024, https://doi.org/10.5194/ica-abs-7-2-2024, 2024
Bérénice Le Mao, Iga Ajdacka, Izabela Karsznia, Guillaume Touya, and Albert Adolf
Abstr. Int. Cartogr. Assoc., 7, 83, https://doi.org/10.5194/ica-abs-7-83-2024, https://doi.org/10.5194/ica-abs-7-83-2024, 2024
Johannes H. Uhl, Dominic Royé, Keith Burghardt, José A. Aldrey Vázquez, Manuel Borobio Sanchiz, and Stefan Leyk
Earth Syst. Sci. Data, 15, 4713–4747, https://doi.org/10.5194/essd-15-4713-2023, https://doi.org/10.5194/essd-15-4713-2023, 2023
Short summary
Short summary
Historical, fine-grained geospatial datasets on built-up areas are rarely available, constraining studies of urbanization, settlement evolution, or the dynamics of human–environment interactions to recent decades. In order to provide such historical data, we used publicly available cadastral building data for Spain and created a series of gridded surfaces, measuring age, physical, and land-use-related features of the built environment in Spain and the evolution of settlements from 1900 to 2020.
Jingyi Zhou, Robert Weibel, Cheng Fu, Zhiyong Zhou, Litao Zhu, and Jie Shen
Abstr. Int. Cartogr. Assoc., 6, 291, https://doi.org/10.5194/ica-abs-6-291-2023, https://doi.org/10.5194/ica-abs-6-291-2023, 2023
Beata Konopska and Izabela Karsznia
Abstr. Int. Cartogr. Assoc., 6, 125, https://doi.org/10.5194/ica-abs-6-125-2023, https://doi.org/10.5194/ica-abs-6-125-2023, 2023
Zhiyong Zhou, Cheng Fu, and Robert Weibel
Abstr. Int. Cartogr. Assoc., 5, 86, https://doi.org/10.5194/ica-abs-5-86-2022, https://doi.org/10.5194/ica-abs-5-86-2022, 2022
Haosheng Huang, Thomas Mathis, and Robert Weibel
Abstr. Int. Cartogr. Assoc., 3, 114, https://doi.org/10.5194/ica-abs-3-114-2021, https://doi.org/10.5194/ica-abs-3-114-2021, 2021
Izabela Karsznia, Albert Adolf, and Stefan Leyk
Abstr. Int. Cartogr. Assoc., 3, 139, https://doi.org/10.5194/ica-abs-3-139-2021, https://doi.org/10.5194/ica-abs-3-139-2021, 2021
Izabela Karsznia, Izabela Gołębiowska, Jolanta Korycka-Skorupa, and Tomasz Nowacki
Abstr. Int. Cartogr. Assoc., 3, 140, https://doi.org/10.5194/ica-abs-3-140-2021, https://doi.org/10.5194/ica-abs-3-140-2021, 2021
Johannes H. Uhl, Stefan Leyk, Weiwei Duan, Zekun Li, Basel Shbita, Yao-Yi Chiang, and Craig A. Knoblock
Abstr. Int. Cartogr. Assoc., 3, 297, https://doi.org/10.5194/ica-abs-3-297-2021, https://doi.org/10.5194/ica-abs-3-297-2021, 2021
Johannes H. Uhl, Stefan Leyk, Caitlin M. McShane, Anna E. Braswell, Dylan S. Connor, and Deborah Balk
Earth Syst. Sci. Data, 13, 119–153, https://doi.org/10.5194/essd-13-119-2021, https://doi.org/10.5194/essd-13-119-2021, 2021
Short summary
Short summary
Fine-grained geospatial data on the spatial distribution of human settlements are scarce prior to the era of remote-sensing-based Earth observation. In this paper, we present datasets derived from a large, novel building stock database, enabling the spatially explicit analysis of 200 years of land development in the United States at an unprecedented spatial and temporal resolution. These datasets greatly facilitate long-term studies of socio-environmental systems in the conterminous USA.