Abstract
In this chapter, we discuss applications of topological data analysis (TDA) to spatial systems. We briefly review a recently proposed level-set construction of filtered simplicial complexes, and we then examine persistent homology in two cases studies: street networks in Shanghai and anomalies in the spread of COVID-19 infections. We then summarize our results and provide an outlook on TDA in spatial systems.
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CITATION STYLE
APA
Feng, M., Hickok, A., & Porter, M. A. (2022). Topological Data Analysis of Spatial Systems. In Understanding Complex Systems (pp. 389–399). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-91374-8_16
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