An AI-Based Approach To Identify Spatio-Temporal Contribution Patterns And Their Impact On OpenStreetMap Data Quality

Antonio, Nathan Damas; Camboim, Silvana; Zipf, Alexander

doi:10.5194/ica-abs-7-6-2024

Articles | Volume 7

Article
Metrics
Related articles

Articles | Volume 7

https://doi.org/10.5194/ica-abs-7-6-2024

Articles | Volume 7

Article
Metrics
Related articles

02 Sep 2024

| 02 Sep 2024

An AI-Based Approach To Identify Spatio-Temporal Contribution Patterns And Their Impact On OpenStreetMap Data Quality

Nathan Damas Antonio, Silvana Camboim, and Alexander Zipf

Nathan Damas Antonio

https://orcid.org/0000-0002-1469-2867

Department of Geomatics, Federal University of Paraná (UFPR), Brazil

Department of Geography, Heidelberg University, Germany

Silvana Camboim

Department of Geomatics, Federal University of Paraná (UFPR), Brazil

Alexander Zipf

Department of Geography, Heidelberg University, Germany

Related authors

Show only first author papers Show all papers

Mapping with Words: Integrating Large Language Models into Geospatial Practice

Jaqueline Pisetta, Fabíola A. Souza, Jaqueline Amorim, Nathan D. Antonio, Darlan M. Nunes, Hideo Araki, and Silvana P. Camboim

ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-W4-2025, 285–291, https://doi.org/10.5194/isprs-annals-X-3-W4-2025-285-2026,https://doi.org/10.5194/isprs-annals-X-3-W4-2025-285-2026, 2026

Mapping with Words: Integrating Large Language Models into Geospatial Practice

Jaqueline Pisetta, Fabíola A. Souza, Jaqueline Amorim, Nathan D. Antonio, Darlan M. Nunes, Hideo Araki, and Silvana P. Camboim

Intrinsic assessment of the attribute completeness and accuracy in OpenStreetMap road data

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

Education on Cartography based on some ethical principles

Claudia Robbi Sluter, João Vitor Meza Bravo, and Silvana Philippi Camboim

Abstr. Int. Cartogr. Assoc., 10, 268, https://doi.org/10.5194/ica-abs-10-268-2025,https://doi.org/10.5194/ica-abs-10-268-2025, 2025

Accessibility for pedestrians under heat stress - the example of Heidelberg, Germany

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

Changes in Road Centrality and Hospital Access Redundancy: Impacts of the 2024 Flood in the Metropolitan Core of Porto Alegre, Brazil

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

Some reflections on ethics in the Brazilian cartography and its consequences in socioenvironmental problems

Claudia Robbi Sluter, João Vitor Meza Bravo, and Silvana Philippi Camboim

Abstr. Int. Cartogr. Assoc., 7, 157, https://doi.org/10.5194/ica-abs-7-157-2024,https://doi.org/10.5194/ica-abs-7-157-2024, 2024

Using open and collaborative data to improve the Brazilian topographic mapping in protected areas

Claudia Robbi Sluter, Luana Daniela da Silva Peres, João Igor Oliveira Dorneles, Luiz Felipe Velho, and Silvana Philippi Camboim

Abstr. Int. Cartogr. Assoc., 7, 158, https://doi.org/10.5194/ica-abs-7-158-2024,https://doi.org/10.5194/ica-abs-7-158-2024, 2024

Collaboratively Updating National Cartography: An Automated Tool for Integrating OpenStreetMap Data into Topographic Mapping in Brazil

Leonardo Scharth Loureiro Silva, Silvana Philippi Camboim, and Kauê de Moraes Vestena

Abstr. Int. Cartogr. Assoc., 6, 236, https://doi.org/10.5194/ica-abs-6-236-2023,https://doi.org/10.5194/ica-abs-6-236-2023, 2023

From Conceptual Models to Ontologies: Achieving Knowledge Management in SDIs

Fabíola Andrade Souza, Leonardo Scharth Loureiro Silva, Adriana Alexandria Machado, Sabrina de Andrade Oliveira Santos, Érika do Carmo Cerqueira, and Silvana Philippi Camboim

Abstr. Int. Cartogr. Assoc., 6, 243, https://doi.org/10.5194/ica-abs-6-243-2023,https://doi.org/10.5194/ica-abs-6-243-2023, 2023

Open and Collaborative Initiatives for tackling the Geospatial Data Inequalities in achieving the SDGs

Silvana Philippi Camboim and Maria Antonia Brovelli

Abstr. Int. Cartogr. Assoc., 6, 28, https://doi.org/10.5194/ica-abs-6-28-2023,https://doi.org/10.5194/ica-abs-6-28-2023, 2023

“Cartography and Open Standards”: A Proposal for an Open Geospatial Consortium Technical Paper

Serena Coetzee, Silvana P. Camboim, Amy L. Griffin, Petr Kubicek, Francis Harvey, and Franz-Josef Behr

Abstr. Int. Cartogr. Assoc., 6, 39, https://doi.org/10.5194/ica-abs-6-39-2023,https://doi.org/10.5194/ica-abs-6-39-2023, 2023

Exploring Cartographic Narratives: Applying Storytelling Techniques and Agile Methodologies

Thomas Felipe de Lima, Jaqueline Alves Pisetta, and Silvana Philippi Camboim

Abstr. Int. Cartogr. Assoc., 6, 141, https://doi.org/10.5194/ica-abs-6-141-2023,https://doi.org/10.5194/ica-abs-6-141-2023, 2023

Designing a Multimodal Interface for Geospatial Data Visualization: An Application of Interactive Speech Recognition

Homeyra Mahmoudi, Silvana Philippi Camboim, and Maria Antonia Brovelli

Abstr. Int. Cartogr. Assoc., 6, 150, https://doi.org/10.5194/ica-abs-6-150-2023,https://doi.org/10.5194/ica-abs-6-150-2023, 2023

Identifying Temporal Patterns of Contributions to OpenStreetMap in Brazilian Cities: The Role of Cell Size

Tayani Bellucci Peterlini, Marcio Augusto Reolon Schmidt, Elias Nasr Naim Elias, Silvana Phillip Camboim, and Caio dos Anjos Paiva

Abstr. Int. Cartogr. Assoc., 6, 197, https://doi.org/10.5194/ica-abs-6-197-2023,https://doi.org/10.5194/ica-abs-6-197-2023, 2023

TRAFFIC SPEED MODELLING TO IMPROVE TRAVEL TIME ESTIMATION IN OPENROUTESERVICE

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

Exploring MapSwipe as a Crowdsourcing Tool for (Rapid) Damage Assessment: The Case of the 2021 Haiti Earthquake

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

Collaborative Development of Symbols for Reference Maps

Jaqueline Alves Pisetta, Vitor S. Araujo, Thaís Silva Ramos, Silvana P. Camboim, and Andrea Faria Andrade

Abstr. Int. Cartogr. Assoc., 5, 76, https://doi.org/10.5194/ica-abs-5-76-2022,https://doi.org/10.5194/ica-abs-5-76-2022, 2022

OPENSTREETMAP ELEMENT VECTORISATION - A TOOL FOR HIGH RESOLUTION DATA INSIGHTS AND ITS USABILITY IN THE LAND-USE AND LAND-COVER DOMAIN

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

A CONCEPTUAL MODEL FOR CONVERTING OPENSTREETMAP CONTRIBUTION TO GEOSPATIAL MACHINE LEARNING TRAINING DATA

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

Semantic correlation between emojis and feelings’ descriptions for Mapping Emotions into the Urban Mobility context

Gabriele Silveira Camara, Silvana Philippi Camboim, and João Vitor Meza Bravo

Abstr. Int. Cartogr. Assoc., 3, 40, https://doi.org/10.5194/ica-abs-3-40-2021,https://doi.org/10.5194/ica-abs-3-40-2021, 2021

A proposition to define boundaries based on the smoothness and the continuity of voluminous point data phenomena

Raphael Gonçalves de Campos, Caio Paiva, João Vitor Mesa Bravo, and Silvana Philippi Camboim

Abstr. Int. Cartogr. Assoc., 3, 42, https://doi.org/10.5194/ica-abs-3-42-2021,https://doi.org/10.5194/ica-abs-3-42-2021, 2021

Mapping in words: Standardizing cartographic terminology

Serena Coetzee, Amy L. Griffin, Barend Köbben, Petr Kubicek, Francis Harvey, Silvana P. Camboim, Franz-Josef Behr, Reese Plews, Harold Moellering, and Terje Midtbø

Abstr. Int. Cartogr. Assoc., 3, 54, https://doi.org/10.5194/ica-abs-3-54-2021,https://doi.org/10.5194/ica-abs-3-54-2021, 2021

Discovering spatiotemporal patterns on data quality assessment in collaborative mapping: A preliminary study in an area of Brazil

Elias Nasr Naim Elias, Fabricio Rosa Amorim, Marcio Augusto Reolon Schmidt, and Silvana Philippi Camboim

Abstr. Int. Cartogr. Assoc., 3, 73, https://doi.org/10.5194/ica-abs-3-73-2021,https://doi.org/10.5194/ica-abs-3-73-2021, 2021

Perspectives on making cartographic knowledge accessible to software developers

Amy L. Griffin, Serena Coetzee, Petr Kubicek, Silvana P. Camboim, Francis Harvey, Franz-Josef Behr, and Jan Brus

Abstr. Int. Cartogr. Assoc., 3, 96, https://doi.org/10.5194/ica-abs-3-96-2021,https://doi.org/10.5194/ica-abs-3-96-2021, 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

USING JUPYTER NOTEBOOKS FOR VIEWING AND ANALYSING GEOSPATIAL DATA: TWO EXAMPLES FOR EMOTIONAL MAPS AND EDUCATION DATA

G. S. Camara, S. P. Camboim, and J. V. M. Bravo

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W2-2021, 17–24, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-17-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-17-2021, 2021

APPLICATION FOR MEASURING REPRESENTATIVE VARIABLES OF COLLECTIVE SPACE INTELLIGENCE

C. A. Paiva, R. G. Campos, and S. P. Camboim

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W2-2021, 119–122, https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-119-2021,https://doi.org/10.5194/isprs-archives-XLVI-4-W2-2021-119-2021, 2021

Flood Impact Assessment on Road Network and Healthcare Access at the example of Jakarta, Indonesia

Isabell G. Klipper, Alexander Zipf, and Sven Lautenbach

AGILE GIScience Ser., 2, 4, https://doi.org/10.5194/agile-giss-2-4-2021,https://doi.org/10.5194/agile-giss-2-4-2021, 2021

Assessing shop completeness in OpenStreetMap for two federal states in Germany

Josephine Brückner, Moritz Schott, Alexander Zipf, and Sven Lautenbach

AGILE GIScience Ser., 2, 20, https://doi.org/10.5194/agile-giss-2-20-2021,https://doi.org/10.5194/agile-giss-2-20-2021, 2021

Detecting OpenStreetMap missing buildings by transferring pre-trained deep neural networks

Jan Pisl, Hao Li, Sven Lautenbach, Benjamin Herfort, and Alexander Zipf

AGILE GIScience Ser., 2, 39, https://doi.org/10.5194/agile-giss-2-39-2021,https://doi.org/10.5194/agile-giss-2-39-2021, 2021