[HTML][HTML] Review of research on road traffic operation risk prevention and control

Y Ma, J Xu, C Gao, M Mu, GE, C Gu - International journal of …, 2022 - mdpi.com
Road traffic safety can be ensured by preventing and controlling the potential risks in road
traffic operations. The relevant literature was systematically reviewed to identify the research …

Examining non-linear built environment effects on injurious traffic collisions: A gradient boosting decision tree analysis

R An, Z Tong, Y Ding, B Tan, Z Wu, Q Xiong… - Journal of Transport & …, 2022 - Elsevier
Introduction During rapid urbanization, the optimization of a built environment (BE) in
metropolises to reduce the frequency of traffic collisions can considerably promote traffic …

Can we trust our eyes? Interpreting the misperception of road safety from street view images and deep learning

X Yu, J Ma, Y Tang, T Yang, F Jiang - Accident Analysis & Prevention, 2024 - Elsevier
Road safety is a critical concern that impacts both human lives and urban development,
drawing significant attention from city managers and researchers. The perception of road …

[HTML][HTML] Analyzing pile-up crash severity: Insights from real-time traffic and environmental factors using ensemble machine learning and shapley additive explanations …

SA Samerei, K Aghabayk, A Montella - Safety, 2024 - mdpi.com
Pile-up (PU) crashes, which involve multiple collisions between more than two vehicles
within a brief timeframe, carry substantial consequences, including fatalities and significant …

[HTML][HTML] Exploiting surrogate safety measures and road design characteristics towards crash investigations in motorway segments

D Nikolaou, A Dragomanovits, A Ziakopoulos, A Deliali… - Infrastructures, 2023 - mdpi.com
High quality data on road crashes, road design characteristics, and traffic are typically
required to predict crash frequency. Surrogate Safety Measures (SSMs) are an alternative …

The influences of strict and post-strict lockdowns due to the Covid-19 pandemic on crash severity on rural roads: A case study of Khorasan Razavi, Iran

A Taheri, N Azarasa, M Iranmanesh… - … research part F: traffic …, 2023 - Elsevier
Covid-19 has influenced traffic patterns due to restrictions on travel. During COVID-19
restrictions, many people opted to travel by private cars for their mandatory trips instead of …

Safety evaluation for highway geometric design based on spatial path properties

L Wang - Journal of advanced transportation, 2023 - Wiley Online Library
Safety is an important aspect of road design. In highway geometric design, road engineers
use a two‐stage design method due to its convenience, but the available two‐dimensional …

[HTML][HTML] Relationship between mobility and road traffic injuries during COVID-19 pandemic—The role of attendant factors

K Paramasivan, R Subburaj, VM Sharma… - PloS one, 2022 - journals.plos.org
This study investigates the important role of attendant factors, such as road traffic victims'
access to trauma centres, the robustness of health infrastructure, and the responsiveness of …

Exploring spatial heterogeneity in factors associated with injury severity in speeding-related crashes: An integrated machine learning and spatial modeling approach

Z Zhang, N Xu, J Liu, S Jones - Accident Analysis & Prevention, 2024 - Elsevier
Speeding, a risky act of driving a vehicle at a speed exceeding the posted limit, has
consistently emerged as a leading contributor to traffic fatalities. Identifying the risk factors …

Analyzing roadway work zone effects on vehicular flow in a freeway ring

Z Huang, MN Smirnova, J Bi, NN Smirnov… - International Journal of …, 2023 - World Scientific
Roadway work zone forms as a result of traffic accidents or road maintenance. In this paper,
to analyze roadway work zone effects on vehicular flow in a freeway ring, a macroscopic …