Local Betweenness Centrality Analysis of 30 European Cities

03/21/2021
by   Kaoru Yamaoka, et al.
0

Urban morphology and socioeconomic aspects of cities have been explored by analysing urban street network. To analyse the network, several variations of the centrality indices are often used. However, its nature has not yet been widely studied, thus leading to an absence of robust visualisation method of urban road network characteristics. To fill this gap, we propose to use a set of local betweenness centrality and a new simple and robust visualisation method. By analysing 30 European cities, we found that our method illustrates common structures of the cities: road segments important for long-distance transportations are concentrated along larger streets while those for short range transportations form clusters around CBD, historical, or residential districts. Quantitative analysis has corroborated these findings. Our findings are useful for urban planners and decision-makers to understand the current situation of the city and make informed decisions.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
05/04/2021

GANs for Urban Design

Development and diffusion of machine learning and big data tools provide...
research
05/07/2021

Classification of Urban Morphology with Deep Learning: Application on Urban Vitality

There is a prevailing trend to study urban morphology quantitatively tha...
research
10/23/2021

Detecting cities with high intermediacy in the African urban network

Cities play different roles depending on their location within the trans...
research
03/18/2019

Extraction Urban Clusters from Geospatial Data: A Case Study from Switzerland

Different techniques were developed to extract urban agglomerations from...
research
03/25/2022

Disadvantaged Communities Have Lower Access to Urban Infrastructure

Disparity in spatial accessibility is strongly associated with growing i...
research
01/26/2022

Urban Landscape from the Structure of Road Network: A Complexity Perspective

Spatial road networks have been widely employed to model the structure a...
research
01/17/2018

User assisted and automatic inverse procedural road modelling at the city scale

Cities are structured by roads. Having up to date and detailed maps of t...

Please sign up or login with your details

Forgot password? Click here to reset