The Network Analysis of Urban Streets: A Primal Approach
arXiv:physics/0506009 · doi:10.1016/j.physa.2005.12.063
Abstract
The network metaphor in the analysis of urban and territorial cases has a long tradition especially in transportation/land-use planning and economic geography. More recently, urban design has brought its contribution by means of the "space syntax" methodology. All these approaches, though under different terms like accessibility, proximity, integration,connectivity, cost or effort, focus on the idea that some places (or streets) are more important than others because they are more central. The study of centrality in complex systems,however, originated in other scientific areas, namely in structural sociology, well before its use in urban studies; moreover, as a structural property of the system, centrality has never been extensively investigated metrically in geographic networks as it has been topologically in a wide range of other relational networks like social, biological or technological. After two previous works on some structural properties of the dual and primal graph representations of urban street networks (Porta et al. cond-mat/0411241; Crucitti et al. physics/0504163), in this paper we provide an in-depth investigation of centrality in the primal approach as compared to the dual one, with a special focus on potentials for urban design.
19 page, 4 figures. Paper related to the paper "The Network Analysis of Urban Streets: A Dual Approach" cond-mat/0411241
References in corpus (7)
- Centrality Measures in Spatial Networks of Urban Streets
- The spatial structure of networks
- Networks and Cities: An Information Perspective
- Efficiency of informational transfer in regular and complex networks
- The fractal/small-world dichotomy in real-world networks
- A measure of centrality based on the network efficiency
- The Flow Dimension and Capacity for Structuring Urban Street Networks
Cited by in corpus (66)
- Spatial Networks
- Analyzing and Modeling Real-World Phenomena with Complex Networks: A Survey of Applications
- A Topological Pattern of Urban Street Networks: Universality and Peculiarity
- Modelling the Air Transport with Complex Networks: a short review
- Trainspotting: Extraction and Analysis of Traffic and Topologies of Transportation Networks
- Random planar graphs and the London street network
- A Multi-Scale Analysis of 27,000 Urban Street Networks: Every US City, Town, Urbanized Area, and Zillow Neighborhood
- Street-based Topological Representations and Analyses for Predicting Traffic Flow in GIS
- Scale Invariance in Road Networks
- Congestion phenomena on complex networks
- Self-organized Natural Roads for Predicting Traffic Flow: A Sensitivity Study
- Street Hierarchies: A Minority of Streets Account for a Majority of Traffic Flow
- Ranking Spaces for Predicting Human Movement in an Urban Environment
- Urban street networks: a comparative analysis of ten European cities
- Cities and Regions in Britain through hierarchical percolation
- Street Network Models and Indicators for Every Urban Area in the World
- Urban road networks -- Spatial networks with universal geometric features? A case study on Germany's largest cities
- Multimodal urban mobility and multilayer transport networks
- Exploring the Evolution of London's Street Network in the Information Space: a Dual Approach
- Comparing Topology of Engineered and Natural Drainage Networks
- Urban traffic from the perspective of dual graph
- Statistical Analysis of Bus Networks in India
- Topological Structure of Urban Street Networks from the Perspective of Degree Correlations
- Random Walks Along the Streets and Canals in Compact Cities: Spectral analysis, Dynamical Modularity, Information, and Statistical Mechanics
- Large-scale Analysis and Simulation of Traffic Flow using Markov Models
- Corporate competition: A self-organized network
- Characterisation of spatial network-like patterns from junctions' geometry
- Urban retail dynamics: insights from percolation theory and spatial interaction modelling
- A minimal model for congestion phenomena on complex networks
- Analysis on the urban street network of Korea: Connections between topology and meta-information
- Why Topology Matters in Predicting Human Activities
- Robustness and Closeness Centrality for Self-Organized and Planned Cities
- A Primal-Dual Algorithm for Link Dependent Origin Destination Matrix Estimation
- Intelligibility and First Passage Times In Complex Urban Networks
- Spatial Patterns in Urban Systems
- Some recent advances in urban system science: models and data
- Street centrality vs. commerce and service locations in cities: a Kernel Density Correlation case study in Bologna, Italy
- Multivariate hierarchical analysis of car crashes data considering a spatial network lattice
- The Morphology and Circuity of Walkable and Drivable Street Networks
- Urban Street Network Analysis in a Computational Notebook
- Functionally Fractal Urban Networks: Geospatial Co-location and Homogeneity of Infrastructure
- Orientations and matrix function-based centralities in multiplex network analysis of urban public transport
- Central loops in random planar graphs
- Robustness of community structure to node removal
- Topological characterization of world cities
- The Flow Dimension and Capacity for Structuring Urban Street Networks
- Markov Chain Methods For Analyzing Complex Transport Networks
- Hierarchical Spatial Organization of Geographical Networks
- Dynamics on Spatial Networks and the Effect of Distance Coarse Graining
- Robustness and Resilience of cities around the world
- On the Perturbation of Self-Organized Urban Street Networks
- Survey of Graph Analysis Applications
- Topological Properties and Temporal Dynamics of Place Networks in Urban Environments
- StationRank: Aggregate dynamics of the Swiss railway
- Structure Entropy, Self-Organization, and Power Laws in Urban Street Networks: Evidence for Alexander's Ideas
- The simplicity of planar networks
- Complex Network Analysis of Indian Railway Zones
- Line graphs e contrazioni: un approccio rigoroso alla space syntax
- On Equilibrium Metropolis Simulations on Self-Organized Urban Street Networks
- A distance-based tool-set to track inconsistent urban structures through complex-networks
- 3D Topological Modeling and Multi-Agent Movement Simulation for Viral Infection Risk Analysis
- From Cities to Series: Complex Networks and Deep Learning for Improved Spatial and Temporal Analytics*
- Shaping ideal cities: the graph representation of the urban utopia
- Modeling Multistability and Hysteresis in Urban Congestion Spreading
- Network centrality measures and their correlation to mixed-uses at the pedestrian-scale
- Graph Based Multi-layer K-means++ (G-MLKM) for Sensory Pattern Analysis in Constrained Spaces