A Taxonomy of Spatial-Temporal Data Visualization

Spatial-temporal data visualization is an important sub-field of data visualization. Many spatial-temporal data visualization techniques have been developed and published. Although there are several surveys on this subject, some are based on a task-centric or data-centric framework. Some surveys foc...

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Bibliographic Details
Published inProceedings / International Conference on Information Visualisation pp. 223 - 228
Main Authors Zhu, Ying, Kancharla, Pragna Reddy, Talluru, Chaitanya Sai Kumar
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.07.2021
Subjects
Data visualization
Grammar
Spatial databases
spatial-temporal analysis
Task analysis
Taxonomy
visualization
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Summary:Spatial-temporal data visualization is an important sub-field of data visualization. Many spatial-temporal data visualization techniques have been developed and published. Although there are several surveys on this subject, some are based on a task-centric or data-centric framework. Some surveys focus on the temporal data visualization for a particular type of spatial data visualization, such as a map or space-time cube. In this paper, we present a new taxonomy and interactive survey of spatial-temporal data visualization. Based on our taxonomy, a wide variety of spatial-temporal data visualization techniques can be described by a small set of visualization elements. This is the first step towards creating a grammar for spatial-temporal visualization.
ISSN:2375-0138
DOI:10.1109/IV53921.2021.00043