Understanding the effect of traffic congestion on accidents using big data

S Sánchez González, F Bedoya-Maya, A Calatayud - Sustainability, 2021 - mdpi.com
Understanding the temporal and spatial dynamics of traffic accidents are a key determinant
in their mitigation. This article leverages big data and a Poisson model with fixed effects to …

Estimating the effect of road congestion on air quality in Latin America

F Bedoya-Maya, A Calatayud, VG Mejía - Transportation Research Part D …, 2022 - Elsevier
Road congestion and air pollution are key challenges for quality of life in urban settings. This
research leverages highly disaggregated crowdsourced data from Latin America to study the …

[HTML][HTML] Comparison of Waze crash and disabled vehicle records with video ground truth

N Goodall, E Lee - Transportation research interdisciplinary perspectives, 2019 - Elsevier
Waze is a popular mobile phone navigation application that allows users to report incidents
on roadways in real time. Over 560 government agencies have access to Waze reports, and …

WAZE Data Reporting

Y Gu, H Zhang, C Brakewood, LD Han - 2022 - rosap.ntl.bts.gov
This study evaluated the quality of crowdsourced Waze data (including reports and speed)
and explored promising use scenarios of Waze data to facilitate the development of …

Evaluation of Crowdsourced Data on Unplowed Roads

N Goodall - arXiv preprint arXiv:2311.10740, 2023 - arxiv.org
Transportation agencies routinely collect weather data to support maintenance activities.
With the proliferation of smartphones, many agencies have begun using crowdsourced data …

[PDF][PDF] Transportation Research Interdisciplinary Perspectives

N Goodall, E Lee - researchgate.net
Waze is a popular mobile phone navigation application that allows users to report incidents
on roadways in real time. Over 560 government agencies have access to Waze reports, and …