Growing attention on the benefits of non-motorized travel has increased the demand for
accurate and timely pedestrian and bicycle travel data. Advancements in technologies and …

A promising alternative transportation mode to address growing transportation and
environmental issues is bicycle transportation, which is human-powered and emission-free …

Monitoring bicycle trips is no longer limited to traditional sources, such as travel surveys and
counts. Strava, a popular fitness tracker, continuously collects human movement trajectories …

Traffic volumes are fundamental for evaluating transportation systems, regardless of travel
mode. A lack of counts for non-motorized modes poses a challenge for practitioners …

Cities are promoting bicycling for transportation as an antidote to increased traffic
congestion, obesity and related health issues, and air pollution. However, both research and …

Fitness apps, such as Strava, are a growing source of data for mapping bicycling ridership,
due to large samples and high resolution. To overcome bias introduced by data generated …

Traditional methods of counting bicyclists are resource-intensive and generate data with
sparse spatial and temporal detail. Previous research suggests big data from crowdsourced …

In this paper, we present a data-driven framework to support exploratory spatial, temporal,
and statistical analysis of intra-urban human mobility. We leveraged a new mobility data …

Overcoming concerns about bicycling safety is critical to increasing the health benefits of
bicycling for transportation. While exposure measures are critical for monitoring and …

• Guidebook objectives• Guidebook organization• Guidebook development• Topics covered
in the guidebook• Related topics not covered in the guidebook• Relationship of the …