Artificial intelligence studies in cartography: a review and synthesis of methods, applications, and ethics

Y Kang, S Gao, RE Roth - Cartography and Geographic …, 2024 - Taylor & Francis
The past decade has witnessed the rapid development of geospatial artificial intelligence
(GeoAI) primarily due to the ground-breaking achievements in deep learning and machine …

FAIR geovisualizations: definitions, challenges, and the road ahead

A Degbelo - International Journal of Geographical Information …, 2022 - Taylor & Francis
The availability of open data and of tools to create visualizations on top of these open
datasets have led to an ever-growing amount of geovisualizations on the Web. There is thus …

Interactive maps: What we know and what we need to know

RE Roth - Journal of Spatial Information Science, 2013 - 204.48.17.207
This article provides a review of the current state of science regarding cartographic
interaction, a complement to the traditional focus within cartography on cartographic …

Transferring multiscale map styles using generative adversarial networks

Y Kang, S Gao, RE Roth - International Journal of Cartography, 2019 - Taylor & Francis
The advancement of the Artificial Intelligence (AI) technologies makes it possible to learn
stylistic design criteria from existing maps or other visual art and transfer these styles to …

Deriving map images of generalised mountain roads with generative adversarial networks

A Courtial, G Touya, X Zhang - International Journal of …, 2023 - Taylor & Francis
Map generalisation is a process that transforms geographic information for a cartographic at
a specific scale. The goal is to produce legible and informative maps even at small scales …

Segmentation and sampling method for complex polyline generalization based on a generative adversarial network

J Du, F Wu, R Xing, X Gong, L Yu - Geocarto International, 2022 - Taylor & Francis
This paper focuses on learning complex polyline generalization. First, the requirements for
sampled images to ensure the effective learning of complex polyline generalization are …

A process for keeping pace with evolving web mapping technologies

RE Roth, RG Donohue, CM Sack… - Cartographic …, 2014 - cartographicperspectives.org
The current pace of technological innovation in web mapping offers new opportunities and
creates new challenges for web cartographers. The continual development of new …

Making maps & visualizations for mobile devices: A research agenda for mobile-first and responsive cartographic design

RE Roth, A Çöltekin, L Delazari, B Denney… - Journal of Location …, 2024 - Taylor & Francis
In this article, we present a collective research agenda for mobile-first and responsive
cartographic design. The research agenda explicitly focuses on challenges regarding …

Integrating and generalising volunteered geographic information

M Sester, J Jokar Arsanjani, R Klammer… - … Information in a Data …, 2014 - Springer
The availability of spatial data on the web has greatly increased through the availability of
user-generated community data and geosensor networks. The integration of such multi …

[HTML][HTML] Analytical estimation of map readability

L Harrie, H Stigmar, M Djordjevic - ISPRS International Journal of Geo …, 2015 - mdpi.com
Readability is a major issue with all maps. In this study, we evaluated whether we can
predict map readability using analytical measures, both single measures and composites of …