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Updated: Jun 10, 2026

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Trajectory Data Analyses for Pedestrian Space-time Activity Study
Published on: February 25, 2013
The Urban Pulse: Diagnosing the urbanization process as spiky, cyclical, and asynchronous
Zhe Zhu1, Michail Fragkias2, Ji Won Suh1,3
1Department of Natural Resources and the Environment, University of Connecticut, Storrs, CT 06269.
Summary
Urbanization is dynamic, not static. The new Urban Pulse framework reveals urbanization
Area of Science:
- Urban dynamics and spatiotemporal analysis
- Remote sensing applications in urban studies
- Socio-economic impacts of urbanization
Background:
- Traditional urban indicators often overlook the dynamic, process-oriented nature of urbanization.
- Understanding urbanization requires capturing its continuous spatiotemporal changes.
- Existing frameworks may not adequately represent the complex rhythms of urban development.
Purpose of the Study:
- Introduce and operationalize the Urban Pulse concept to characterize urbanization as a dynamic process.
- Analyze the spatiotemporal dynamics of urbanization in six diverse global cities.
- Assess the impact of COVID-19 on urban development patterns using the Urban Pulse framework.
Main Methods:
- Utilized dense time series remote sensing data for spatiotemporal analysis.
- Applied the Urban Pulse framework to six cities (Seattle, Shenzhen, Lagos, Mumbai, Dubai, Mexico City).
- Examined pre- and post-pandemic urbanization patterns to evaluate COVID-19's effects.
Main Results:
- Urbanization exhibits spiky, cyclical, and asynchronous patterns, deviating from simple linear or seasonal trends.
- Analysis revealed significant variations in urbanization trajectories across the studied cities.
- COVID-19 impacted urban processes differently, with some cities not returning to pre-pandemic patterns while others shifted significantly.
Conclusions:
- The Urban Pulse framework offers a comprehensive understanding of urban process dynamics.
- Recognizing spatiotemporal rhythms enables more effective linking of urban processes to outcomes.
- This approach facilitates early warning signals and targeted neighborhood-level interventions.
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