Back to Search
Start Over
Unfolding the dynamical structure of Lisbon’s public space: space syntax and micromobility data
- Source :
- Applied Network Science, Vol 6, Iss 1, Pp 1-21 (2021), Applied Network Science, Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- Space Syntax and the theory of natural movement demonstrated that spatial morphology is a primary factor influencing movement. This paper investigates to what extent spatial morphology at different scales (node, community and global network) influences the use of public space by micromobility. An axial map and corresponding network for Lisbon’s walkable and open public space, and data from e-scooters parking locations, is used as case study. Relevant metrics and their correlations (intelligibility, accessibility, permeability and local dimension) for the quantitative characterization of spatial morphology properties are described and computed for Lisbon’s axial map. Communities are identified based on the network topological structure in order to investigate how these properties are affected at different scales in the case study. The resulting axial line clustering is compared via the variation of information metric with the clustering obtained from e-scooters’ proximity. The results obtained enable to conclude that the space syntax properties are scale dependent in Lisbon’s pedestrian network. On the other hand both the correlation between these properties, the number of scooters and the variation of information between clusters indicate that the spatial morphology is not the only factor influencing micromobility. Through the comparative analysis between the main properties of the public space network of Lisbon and data collected from e-scooters locations in a timeframe, centrality becomes a dynamic concept, relying not only on the static topological properties of the urban network, but also on other quantitative and qualitative factors, since the flows’ operating on the network will operate several transformations on the spatial network properties through time, uncovering spatiotemporal dynamics.
- Subjects :
- Computer Networks and Communications
Computer science
computer.software_genre
01 natural sciences
010305 fluids & plasmas
Public space
Spatial network
0103 physical sciences
Micromobility
Space syntax
010306 general physics
Cluster analysis
Variation of information
T57-57.97
Multidisciplinary
Applied mathematics. Quantitative methods
Community detection
Node (networking)
Research
Ciências Naturais::Ciências da Computação e da Informação [Domínio/Área Científica]
Computational Mathematics
Metric (mathematics)
Urban network analysis
Data mining
Centrality
computer
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Applied Network Science, Vol 6, Iss 1, Pp 1-21 (2021), Applied Network Science, Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
- Accession number :
- edsair.doi.dedup.....af997fcdd03becb682bc9fa6513a2194