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Exploring the mobility in the Madrid Community
Mary Luz Mouronte-López1, Javier Gómez2,3
1Higher Polytechnic School, Universidad Francisco de Vitoria, Carretera Pozuelo a, Av de Majadahonda, Km 1.800, 28223, Madrid, Spain. maryluz.mouronte@ufv.es.
Scientific Reports
|January 17, 2023
Summary
This study analyzes urban mobility in Madrid, categorizing travel flows into four main types. Understanding these patterns is key to urban planning and transportation research.
Area of Science:
- Urban studies
- Transportation science
- Network analysis
Background:
- Urban displacements are a key research area.
- Understanding spatial and temporal patterns of travel is crucial for urban planning.
Purpose of the Study:
- To analyze urban mobility patterns in the Madrid Community.
- To characterize major travel flow classes and analyze network topology.
Main Methods:
- Origin-destination (OD) matrix analysis.
- Coarse-graining to define four major flow classes.
- Statistical tests for spatial and temporal patterns.
- Network topology examination (connected components, degree, betweenness, assortativity, k-cores).
Main Results:
- Characterization of four major flow classes: hotspot-non-hotspots, non-hotspot-hotspots, hotspots-hotspots, and non-hotspot-non-hotspot.
- Analysis of spatial activity and transition probabilities between administrative zones.
- Examination of mobility network topology and construction of a link formation model based on area affinity.
Conclusions:
- The study provides insights into the complex structure of urban mobility in Madrid.
- Findings can inform urban planning, transportation management, and infrastructure development.
- The developed model aids in understanding the factors driving connectivity in urban networks.
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