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Improving Infrastructure and Accessibility Indicators for Urban Cycling Networks: Measuring the Accessibility Gap for Safer Cycle Routes in London using Detailed Infrastructure Data and Level of Traffic Stress

Jeong, Philyoung; Smith, Duncan; (2025) Improving Infrastructure and Accessibility Indicators for Urban Cycling Networks: Measuring the Accessibility Gap for Safer Cycle Routes in London using Detailed Infrastructure Data and Level of Traffic Stress. (CASA Working Paper 242). UCL Bartlett Faculty of the Built Environment: London, UK. Green open access

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Abstract

Planners and urban researchers need to be able to track progress towards achieving high-quality, safe and inclusive cycle networks. Infrastructure and accessibility measures are suitable for this role, though comprehensive cycling indicators are less developed than equivalent public transport measures, due to the challenges in modelling detailed cycling infrastructure and in considering the needs different types of cyclists, including more vulnerable users. In this paper we develop new cycle infrastructure and accessibility measures, firstly developing a classification of cycle lane types based on OpenStreetMap (OSM) data, and secondly classifying wider road conditions using the Level of Travel Stress (LTS) framework. The main innovations here are firstly improving on the standard LTS derivation using commonly available OMS tags and improved junction interpolation; and secondly developing demand-weighted cycle indicators using centrality analysis. Our results show substantial gaps in London’s cycle network, with inconsistent cycle accessibility outcomes, particularly in Outer London. The cycle infrastructure data is then used to produce a routable cycle network, and this network is analysed to measure differences in cycling accessibility to core services between experienced and more vulnerable cyclists, based on vulnerable cyclists prioritising safer cycle infrastructure. We observe a substantial accessibility gap for more vulnerable cyclists in London due to the lack of provision of physically separated cycle infrastructure in many boroughs. Finally, the new accessibility measures are validated against travel survey data to assess how closely they correlate with observed cycling behaviour.

Type: Working / discussion paper
Title: Improving Infrastructure and Accessibility Indicators for Urban Cycling Networks: Measuring the Accessibility Gap for Safer Cycle Routes in London using Detailed Infrastructure Data and Level of Traffic Stress
Open access status: An open access version is available from UCL Discovery
Publisher version: https://www.ucl.ac.uk/bartlett/publications/2025/n...
Language: English
Additional information: This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: Cycling, Accessibility, Network analysis, Level of Traffic Stress, Sustainable transport, OpenStreetMap
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of the Built Environment > Centre for Advanced Spatial Analysis
URI: https://discovery.ucl.ac.uk/id/eprint/10216860
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