Applications of generative methods in cartography on the example of creating pictorial maps

Burghardt, Dirk; Dunkel, Alexander; Stüllein, Malte; Techt, Ronny

doi:10.5194/ica-abs-10-27-2025

Articles | Volume 10

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Articles | Volume 10

https://doi.org/10.5194/ica-abs-10-27-2025

Articles | Volume 10

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12 Dec 2025

| 12 Dec 2025

Applications of generative methods in cartography on the example of creating pictorial maps

Dirk Burghardt, Alexander Dunkel, Malte Stüllein, and Ronny Techt

Dirk Burghardt

Institute of Cartography, TU Dresden, Dresden, Germany

Alexander Dunkel

Institute of Cartography, TU Dresden, Dresden, Germany

Malte Stüllein

Institute of Cartography, TU Dresden, Dresden, Germany

Ronny Techt

Institute of Cartography, TU Dresden, Dresden, Germany

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Abstr. Int. Cartogr. Assoc., 10, 176, https://doi.org/10.5194/ica-abs-10-176-2025,https://doi.org/10.5194/ica-abs-10-176-2025, 2025

Map Generalization Method Supported by Graph Convolutional Networks

Tianyuan Xiao, Tinghua Ai, Dirk Burghardt, and Pengcheng Liu

AGILE GIScience Ser., 6, 13, https://doi.org/10.5194/agile-giss-6-13-2025,https://doi.org/10.5194/agile-giss-6-13-2025, 2025

Towards Mapping Place Semantics: A Geosocial Media Data Approach for Geo-Semantic Analysis and Place Similarity Computation

Madalina Gugulica and Dirk Burghardt

Abstr. Int. Cartogr. Assoc., 7, 51, https://doi.org/10.5194/ica-abs-7-51-2024,https://doi.org/10.5194/ica-abs-7-51-2024, 2024

A Breakdown of Subjective Reactions in Geo-Social Media and a Review of Their Cartographic Visualisation

Eva Hauthal and Dirk Burghardt

Abstr. Int. Cartogr. Assoc., 7, 57, https://doi.org/10.5194/ica-abs-7-57-2024,https://doi.org/10.5194/ica-abs-7-57-2024, 2024

Automated polygon schematization for thematic maps: an integrative review

Jakob Listabarth and Dirk Burghardt

Abstr. Int. Cartogr. Assoc., 7, 91, https://doi.org/10.5194/ica-abs-7-91-2024,https://doi.org/10.5194/ica-abs-7-91-2024, 2024

#mappingmtushba – data collection and automated map generation

Mathias Gröbe, Nikolas Prechtel, Dirk Burghardt, and Benjamin Schröter

Abstr. Int. Cartogr. Assoc., 6, 80, https://doi.org/10.5194/ica-abs-6-80-2023,https://doi.org/10.5194/ica-abs-6-80-2023, 2023

A social-sensing approach to monitoring human-biodiversity interactions in urban environments

Madalina Gugulica and Dirk Burghardt

Abstr. Int. Cartogr. Assoc., 6, 81, https://doi.org/10.5194/ica-abs-6-81-2023,https://doi.org/10.5194/ica-abs-6-81-2023, 2023

The typicality measure as a novel tool for normalising geo-social media data

Eva Hauthal, Sagnik Mukherjee, and Dirk Burghardt

Abstr. Int. Cartogr. Assoc., 5, 72, https://doi.org/10.5194/ica-abs-5-72-2022,https://doi.org/10.5194/ica-abs-5-72-2022, 2022

Analysis of a Workflow for the Automated Generalization of Geological Maps

Ana Oliva Pinilla Pachon, Dirk Burghardt, and Marco Schwarzak

Abstr. Int. Cartogr. Assoc., 5, 81, https://doi.org/10.5194/ica-abs-5-81-2022,https://doi.org/10.5194/ica-abs-5-81-2022, 2022

A free collection of adjustable typical German map symbols

Carolin Rünger, Mathias Gröbe, and Dirk Burghardt

Abstr. Int. Cartogr. Assoc., 5, 158, https://doi.org/10.5194/ica-abs-5-158-2022,https://doi.org/10.5194/ica-abs-5-158-2022, 2022

MAPPING MT. USHBA – HOW TO CREATE A HIGH-QUALITY MAP PRODUCT FROM OPEN DATA WITH FREE SOFTWARE

M. Gröbe, N. Prechtel, D. Burghardt, and B. Schröter

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W1-2022, 159–166, https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-159-2022,https://doi.org/10.5194/isprs-archives-XLVIII-4-W1-2022-159-2022, 2022

Mapping Mt. Ushba: Preparation for a new Alpine Club Map

Mathias Gröbe, Nikolas Prechtel, Benjamin Schröter, and Dirk Burghardt

Abstr. Int. Cartogr. Assoc., 3, 97, https://doi.org/10.5194/ica-abs-3-97-2021,https://doi.org/10.5194/ica-abs-3-97-2021, 2021

The Representation of Spatial Context by Emojis within Location based Social Media

Eva Hauthal, Alexander Dunkel, and Dirk Burghardt

Abstr. Int. Cartogr. Assoc., 3, 102, https://doi.org/10.5194/ica-abs-3-102-2021,https://doi.org/10.5194/ica-abs-3-102-2021, 2021

A WEB APP TO GENERATE AND DISSEMINATE NEW KNOWLEDGE ON URBAN GREEN SPACE QUALITIES AND THEIR ACCESSIBILITY

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