Strava Metro data for bicycle monitoring: a literature review
Tipo de publicação
Artigo
Curso ou área do conhecimento
Engenharia de Transporte
Veículo
Transport Reviews
Tipo de autoria
Pessoa Física
Nome do autor
Kyuhyun Lee e Ipek Nese Sener
Língua
Inglês
Abrangência geográfica
Internacional/Mundial
Ano da publicação
2021
Palavra chave 1
georreferenciamento
Palavra chave 2
Mapeamento
Palavra chave 3
Monitoramento
Palavra chave 4
strava
Palavra chave 5
Strava Metro
Descrição
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, and its
commercial data service, Strava Metro, has enriched bicycle
research opportunities over the last five years. Accrued knowledge
from colleagues who have already utilised Strava Metro data can
be valuable for those seeking expanded monitoring options. To
convey such knowledge, this paper synthesises a data overview,
extensive literature review on how the data have been applied to
deal with drivers’ bicycle-related issues, and implications for future
work. The review results indicate that Strava Metro data have the
potential—although finite—to be used to identify various travel
patterns, estimate travel demand, analyse route choice, control for
exposure in crash models, and assess air pollution exposure.
However, several challenges, such as the under-representativeness
of the general population, bias towards and away from certain
groups, and lack of demographic and trip details at the individual
level, prevent researchers from depending entirely on the new
data source. Cross-use with other sources and validation of
reliability with official data could enhance the potentiality.