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Movement Patterns in Spatio‐temporal Data

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Encyclopedia of GIS

Synonyms

Motion patterns; Trajectory patterns; Exploratory data analysis; Flocking; Converging; Collocation, spatio‐temporal; Indexing trajectories; TPR-trees; R-tree, multi-version; Indexing, parametric space; Indexing, native space; Association rules, spatio‐temporal; Pattern, moving cluster; Pattern, periodic; Pattern, leadership; Pattern, flock; Pattern, encounter

Definition

Spatio‐temporal data is any information relating space and time. This entry specifically considers data involving point objects moving over time. The terms entity and trajectory will refer to such a point object and the representation of its movement, respectively. Movement patterns in such data refer to (salient) events and episodes expressed by a set of entities.

Figure 1
figure 1

Illustrating the trajectories of four entities moving over 20 time steps. The following patterns are highlighted: a flock of three entities over five time-steps, a periodic patternwhere an entity shows the same Spatio‐temporal pattern with...

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Gudmundsson, J., Laube, P., Wolle, T. (2008). Movement Patterns in Spatio‐temporal Data. In: Shekhar, S., Xiong, H. (eds) Encyclopedia of GIS. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-35973-1_823

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