Safety Assessment of Cycling Routes in Urban Environments

Link:
Autor/in:
Verlag/Körperschaft:
Copernicus
Erscheinungsjahr:
2024
Medientyp:
Text
Schlagworte:
  • Cycling route
  • Safety assessment
  • Urban environment
  • GIS
  • Smart mobility
  • 380: Handel, Kommunikation, Verkehr
  • 710: Landschaftsgestaltung, Raumplanung
  • ddc:380
  • ddc:710
Beschreibung:
  • As one of the most well-known forms of active mobility, cycling is an environmentally friendly way to explore a destination, becoming increasingly prevalent worldwide. However, safety is the most severe issue facing cyclists and the essential factor for people who are hesitant to use bikes. In this context, we propose a safety assessment method for cycling routes in urban environments. This work presents how to automatically generate a safe cycling map integrating volunteered geographic information with GIS analysis. We start by extracting the indicators that can possibly contribute to cycling safety from OpenStreetMap. Then, we set up a multivariate linear regression equation to solve the importance of indicators. Afterward, we generate a weighted graph model that represents cycling safety. Taking the City of Bonn, Germany, as an example, we implement our approach for this region. The experiment results show that Bonn is a city for safe cycling, confirming the claim that Bonn is a bike-friendly city. Our findings can also be used to plan the safest route for cycling, thereby enhancing the overall biking experience in Bonn.
Lizenzen:
  • info:eu-repo/semantics/openAccess
  • https://creativecommons.org/licenses/by/4.0/
Quellsystem:
Volltextserver der HCU

Interne Metadaten
Quelldatensatz
oai:repos.hcu-hamburg.de:hcu/1032