Where do bike lanes work best? A Bayesian spatial model of bicycle lanes and bicycle crashes

MC Kondo, C Morrison, E Guerra, EJ Kaufman… - Safety science, 2018 - Elsevier
US municipalities are increasingly introducing bicycle lanes to promote bicycle use,
increase roadway safety and improve public health. The aim of this study was to identify …

Functional data analysis approach for mapping change in time series: A case study using bicycle ridership patterns

A Roy, T Nelson, P Turaga - Transportation research interdisciplinary …, 2023 - Elsevier
Monitoring change is an important aspect of understanding variations in spatial–temporal
processes. Recently,'big data'on mobility, which are detailed across space and time, have …

Investigation of the consequences of the modifiable areal unit problem in macroscopic traffic safety analysis: a case study accounting for scale and zoning

Á Briz-Redón, F Martínez-Ruiz, F Montes - Accident Analysis & Prevention, 2019 - Elsevier
Traffic safety analysis at the macroscopic level usually relies on previously defined areal
traffic analysis zones (TAZs) that are used as the units of investigation. Hence, statistical …

Do online bicycle routing portals adequately address prevalent safety concerns?

M Loidl, HH Hochmair - Safety, 2018 - mdpi.com
Safety concerns are among the most prevalent deterrents for bicycling. The provision of
adequate bicycling infrastructure is considered as one of the most efficient means to …

A GIS based spatiotemporal modelling approach for cycling risk mapping using crowd-sourced sensor data

B Feizizadeh, D Omarzadeh - Annals of GIS, 2025 - Taylor & Francis
The major objective of this study is to apply integrated data-driven methods to estimate
cyclist risk and discomfort in Berlin based on the OpenSenseMap dataset. The proposed …

Safety of Cyclists in Poland in the Context of European Road Traffic

M Pyra - Sustainability, 2024 - mdpi.com
The growing interest in cycling as a means of urban transport has led to an increased focus
on cyclist safety as a key aspect of urban planning and transport policy. Simulation studies …

Urban Traffic Accident Frequency Modeling: An Improved Spatial Matrix Construction Method

J Gan, Q Su, L Li, Y Ju, L Li - Journal of Advanced …, 2025 - Wiley Online Library
Spatial correlation is a critical factor in establishing accurate traffic accident analysis models,
with the choice of measurement method significantly influencing the results. Despite the …

Investigation of Single Bicycle Crashes with a Comparison to Non-Single Bicycle Crashes in Flevoland: a spatial and statistical analysis

A Piljic - 2024 - essay.utwente.nl
This research investigates to what degree built environment factors contribute to single
bicycle crashes (SBCs) using police records and ambulance data from Flevoland, the …

Approaching bike hazards via crowdsourcing of volunteered geographic information

R Hologa, N Riach - Sustainability, 2020 - mdpi.com
Information on individual hazard perception while cycling and the associated feeling of
safety are key aspects to foster sustainable urban cycling mobility. Although cyclist's …

Spatial characteristics of bicycle–motor vehicle crashes in Christchurch, New Zealand

T Williams, C Doscher, S Page - Journal of transport and land use, 2018 - JSTOR
This paper aims to examine the risk of bicycle-motor vehicle crashes occurring on a network-
wide level in Christchurch, New Zealand, based on the spatial characteristics present in the …