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48 Results Found

  • Article
  • Open Access
2 Citations
3,090 Views
16 Pages

4 July 2023

With the growing demand for transportation and cargo between cities, the proportion of heavy vehicles in freeway traffic has been increasing in Iran and worldwide during the past decade. The impact of heavy vehicles on crash severity has long been a...

  • Article
  • Open Access
3 Citations
2,492 Views
20 Pages

28 December 2022

Significant research has been conducted in recent years to determine crash hotspots. This study focused on the effects of various traffic parameters, including average traffic speed and traffic volume, on the spatial distributions of freeway crashes....

  • Article
  • Open Access
3 Citations
1,473 Views
9 Pages

8 September 2023

This paper presents an empirical investigation of the factors contributing to freeway crashes on weekdays and weekends, using a Bayesian spatial logistic model. The crash data from Kaiyang Freeway, China, in 2014 are used for the empirical investigat...

  • Article
  • Open Access
7 Citations
2,468 Views
30 Pages

Accounting for the growing numbers of injuries, fatalities, and property damage, rear-end crashes are an urgent and serious topic nowadays. The vehicle number involved in one crash significantly affected the injury severity outcomes of rear-end crash...

  • Article
  • Open Access
20 Citations
3,718 Views
14 Pages

14 December 2017

Given the extreme difficulty of estimating crash likelihoods, the most important aspect of the development of congestion management strategies is the identification of the factors that affect non-recurrent congestion caused by crashes. Such factors m...

  • Article
  • Open Access
275 Views
24 Pages

10 December 2025

As the primary collision patterns on China’s freeways, in-depth exploration of the influencing factors of rear-end and sideswipe crashes has long been crucial for implementing targeted countermeasures. However, the structural and traffic flow c...

  • Article
  • Open Access
1 Citations
2,618 Views
15 Pages

With the growth of traffic demand, the number of newly built and renovated super multi-lane freeways (i.e., equal to or more than a two-way ten-lane) is increasing. Compared with traditional multi-lane freeways (i.e., a two-way six-lane or eight-lane...

  • Article
  • Open Access
1,560 Views
16 Pages

16 October 2024

This study presents a new modeling approach for rear-end crash counts on Ohio’s interstate freeways based on a dataset for 2021 that contains 2745 rear-end crashes. The analysis encompasses 20 interstate freeways, comprising 1833 homogeneous se...

  • Article
  • Open Access
28 Citations
4,585 Views
12 Pages

Investigating Spatial Autocorrelation and Spillover Effects in Freeway Crash-Frequency Data

  • Huiying Wen,
  • Xuan Zhang,
  • Qiang Zeng,
  • Jaeyoung Lee and
  • Quan Yuan

This study attempts to investigate spatial autocorrelation and spillover effects in micro traffic safety analysis. To achieve the objective, a Poisson-based count regression with consideration of these spatial effects is proposed for modeling crash f...

  • Article
  • Open Access
3 Citations
3,447 Views
20 Pages

Although there have been several studies conducted exploring the factors affecting injury severity in tunnel crashes, most studies have focused on identifying factors that directly influence injury severity. In particular, variables related to crash...

  • Article
  • Open Access
1,826 Views
22 Pages

14 June 2024

The combined contributions to mountain freeway safety of pavement performance, weather conditions, and traffic condition indicators have not been thoroughly investigated due to the complexity of their interactions and temporal instability. A cross-se...

  • Article
  • Open Access
1,577 Views
13 Pages

15 February 2025

Freeway transportation safety issues have attracted public concern in China for decades. This study aims to identify the factors influencing the injury severity of freeway crashes and to quantify their effects on the likelihood of various crash sever...

  • Article
  • Open Access
19 Citations
2,201 Views
30 Pages

Boosting Ensemble Learning for Freeway Crash Classification under Varying Traffic Conditions: A Hyperparameter Optimization Approach

  • Abdulla Almahdi,
  • Rabia Emhamed Al Mamlook,
  • Nishantha Bandara,
  • Ali Saeed Almuflih,
  • Ahmad Nasayreh,
  • Hasan Gharaibeh,
  • Fahad Alasim,
  • Abeer Aljohani and
  • Arshad Jamal

13 November 2023

Freeway crashes represent a significant and persistent threat to road safety, resulting in both loss of life and extensive property damage. Effectively addressing this critical issue requires a comprehensive understanding of the factors contributing...

  • Article
  • Open Access
10 Citations
2,675 Views
15 Pages

11 April 2023

Many studies have analyzed the road characteristics that affect the severity of truck crashes. However, most of these studies have only examined road alignment or grade separately, without considering their combined effects. The purpose of this artic...

  • Article
  • Open Access
8 Citations
2,826 Views
18 Pages

17 January 2023

The freeway’s operation safety has attracted wide attention. In order to mitigate the losses brought on by traffic accidents on freeways, discrete choice models were constructed based on the statistical analysis method to quantitatively analyze...

  • Article
  • Open Access
10 Citations
3,656 Views
16 Pages

24 July 2022

This study explored the effects of contributing factors on crash frequency, by injury severity of all, daytime, and nighttime crashes that occurred on freeways. With three injury severity outcomes classified as light injury, minor injury, and severe...

  • Article
  • Open Access
7 Citations
3,637 Views
15 Pages

Evaluating the Safety Impacts of Increased Speed Limits on Freeways in Kansas Using Before-And-After Study Approach

  • Reza S. Shirazinejad,
  • Sunanda Dissanayake,
  • Ahmed Jalil Al-Bayati and
  • David Daniel York

26 December 2018

In the summer of 2011, a change in the Kansas laws came into effect, increasing the speed limit on a selected set of freeway sections from 70 mph to 75 mph. Higher speeds were thought to have economic benefits, mostly because the travel time reductio...

  • Article
  • Open Access
13 Citations
4,831 Views
21 Pages

Generating meaningful inferences from crash data is vital to improving highway safety. Classic statistical methods are fundamental to crash data analysis and often regarded for their interpretability. However, given the complexity of crash mechanisms...

  • Article
  • Open Access
81 Citations
5,857 Views
15 Pages

This study presents an empirical investigation of the impacts of real-time weather conditions on the freeway crash severity. A Bayesian spatial generalized ordered logit model was developed for modeling the crash severity using the hourly wind speed,...

  • Article
  • Open Access
6 Citations
2,439 Views
29 Pages

This paper models and mitigates the secondary crash (SC) risk for serial tunnels on the freeway which is incurred by traffic turbulence after primary crash (PC) occurrence and location-heterogeneous lighting conditions along serial tunnels. A traffic...

  • Article
  • Open Access
24 Citations
7,070 Views
18 Pages

4 December 2020

Identification of traffic crash hot spots is of great importance for improving roadway safety and maintaining the transportation system’s sustainability. Traditionally, police crash reports (PCR) have been used as the primary source of crash da...

  • Article
  • Open Access
9 Citations
7,041 Views
28 Pages

1 October 2023

The concept of traffic shock waves was first theorized by Lighthill and Whitham in 1955. The identification of shock wave type and speed in a traffic stream provides critical information about the queue formation and its dissipation. This information...

  • Article
  • Open Access
19 Citations
4,662 Views
10 Pages

Safety Effects of Freeway Hard Shoulder Running

  • Jaisung Choi,
  • Richard Tay,
  • Sangyoup Kim,
  • Seungwon Jeong,
  • Jeongmin Kim and
  • Tae-Young Heo

2 September 2019

Hard shoulder running (HSR) has been increasingly used as a sustainable and viable way to increase road capacity. This study investigated the safety effect of HSR on freeways in South Korea using the empirical Bayes method. This study found an increa...

  • Article
  • Open Access
2 Citations
1,214 Views
21 Pages

28 April 2025

Due to complex traffic conditions, freeway curves are associated with higher crash rates, particularly for trucks, which poses significant safety risks. Predicting truck crash rates on curves is essential for enhancing freeway safety. However, geomet...

  • Article
  • Open Access
388 Views
17 Pages

25 December 2025

This study develops comprehensive Safety Performance Functions (SPFs) for various intercity road types in Saudi Arabia, including freeways, multilane highways, and two-lane two-way roads. Data spanning 2017–2019 were analyzed for five regions&m...

  • Article
  • Open Access
424 Views
17 Pages

Integrating Pavement Friction and Macrotexture into a Speed-Dependent Pavement Safety Metric for Safety Performance Modeling

  • Behrokh Bazmara,
  • Edgar de León Izeppi,
  • Samer W. Katicha,
  • Ross McCarthy and
  • Gerardo W. Flintsch

The paper proposes a pavement safety index, the estimated available friction at the expected travel speed, FRS(v), to model the composed effect of low-slip speed friction and macrotexture on roadway crashes. This index seems to capture the relative c...

  • Article
  • Open Access
18 Citations
4,724 Views
16 Pages

Influential Factors Associated with Consecutive Crash Severity: A Two-Level Logistic Modeling Approach

  • Fanyu Meng,
  • Pengpeng Xu,
  • Cancan Song,
  • Kun Gao,
  • Zichu Zhou and
  • Lili Yang

A consecutive crash series is composed by a primary crash and one or more subsequent secondary crashes that occur immediately within a certain distance. The crash mechanism of a consecutive crash series is distinctive, as it is different from common...

  • Article
  • Open Access
8 Citations
3,233 Views
15 Pages

23 September 2022

A large amount of traffic crash investigations have shown that rear-end collisions are the main type collisions on the freeway. The purpose of this study is to investigate the rear-end collision risk on the freeway. Firstly, a new framework was propo...

  • Article
  • Open Access
11 Citations
4,948 Views
24 Pages

23 February 2024

Pile-up (PU) crashes, which involve multiple collisions between more than two vehicles within a brief timeframe, carry substantial consequences, including fatalities and significant damages. This study aims to investigate the real-time traffic, envir...

  • Article
  • Open Access
1 Citations
2,340 Views
13 Pages

12 May 2023

As a result of the increasing use of artificial intelligence technology in transportation, numerous real-time crash prediction techniques have been developed. In the context of highway traffic management, machine learning models and classifiers are u...

  • Article
  • Open Access
239 Views
26 Pages

Effective communication of traffic information is critical for freeway safety. Yet, Traditional road signs and variable message displays often fail to capture drivers’ attention, as evidenced by persistent speeding-related crashes on highways....

  • Article
  • Open Access
11 Citations
3,727 Views
21 Pages

5 January 2023

A traffic crash is becoming one of the major factors that leads to unexpected death in the world. Short window traffic crash prediction in the near future is becoming more pragmatic with the advancements in the fields of artificial intelligence and t...

  • Article
  • Open Access
2,603 Views
20 Pages

3 October 2025

Traffic crashes remain a critical public safety issue and are among the leading causes of mortality worldwide. Understanding, analyzing, and forecasting crash trends are essential for implementing effective countermeasures and reducing injury severit...

  • Article
  • Open Access
1,435 Views
14 Pages

29 July 2025

This study examines the safety and cost-effectiveness of implementing shoulder rumble strips (SRS) and road lighting on Saudi Arabian freeways, providing insights into their roles in fostering sustainable transport systems. By leveraging the Highway...

  • Article
  • Open Access
8 Citations
2,821 Views
16 Pages

The Use of Macro-Level Safety Performance Functions for Province-Wide Road Safety Management

  • Paolo Intini,
  • Nicola Berloco,
  • Stefano Coropulis,
  • Roberta Gentile and
  • Vittorio Ranieri

28 July 2022

Safety Performance Functions (SPFs) play a key role in identifying hotspots. Most SPFs were built at the micro-level, such as for road intersections or segments. On the other hand, in case of regional transportation planning, it may be useful to esti...

  • Article
  • Open Access
6 Citations
3,580 Views
13 Pages

Crash- and Simulation-Based Safety Performance Evaluation of Freeway Rest Area

  • Hyeonseo Kim,
  • Kyeongjoo Kwon,
  • Nuri Park,
  • Juneyoung Park and
  • Mohamed Abdel-Aty

28 April 2021

The main objective of this study was to evaluate the safety effects caused by altering the lengths of deceleration and acceleration lanes at rest areas on expressways in Korea. Although general conclusions can be found through crash-based safety anal...

  • Article
  • Open Access
4 Citations
3,172 Views
20 Pages

26 September 2024

Traditionally, traffic characteristics such as speed, volume, and travel time are obtained from a range of sensors and systems such as inductive loop detectors (ILDs), automatic number plate recognition cameras (ANPR), and GPS-equipped floating cars....

  • Article
  • Open Access
15 Citations
3,474 Views
17 Pages

Overloaded transport can certainly improve transportation efficiency and reduce operating costs. Nevertheless, several negative consequences are associated with this illegal activity, including road subsidence, bridge collapse, and serious casualties...

  • Article
  • Open Access
1 Citations
2,395 Views
12 Pages

Does Vehicle-2-X Radio Transmission Technology Need to Be Considered within Accident Analysis in the Future?

  • Maximilian Bauder,
  • Tibor Kubjatko,
  • Thomas Helmer and
  • Hans-Georg Schweiger

14 December 2022

In this analysis, Cooperative Intelligent Transportation System relevant scenarios are created to investigate the need to differentiate Vehicle-to-X transmission technologies on behalf of accident analysis. For each scenario, the distances between th...

  • Article
  • Open Access
2,395 Views
22 Pages

14 September 2024

Road traffic accidents result in numerous fatalities and injuries annually. Advanced driving assistance systems (ADASs) have garnered significant attention to mitigate these harms. An accurate safety assessment can significantly improve the effective...

  • Article
  • Open Access
10 Citations
4,016 Views
18 Pages

3 June 2021

The decision sight distance (DSD) at freeway exits is a major factor affecting traffic safety. Based on the Hechizhai Interchange in Xi’an City (Shaanxi Province, China), this paper designs a simulation experiment. Through a simulator study and a que...

  • Article
  • Open Access
633 Views
19 Pages

Effectiveness of Variable Message Signs on Utah Roadways

  • Matthew C. Davis,
  • Adam W. Hill,
  • Grant G. Schultz and
  • Gregory L. Snow

This paper presents the findings of a dual-approach research study conducted for the Utah Department of Transportation to evaluate the effectiveness of variable message sign (VMS) treatments on Utah roadways. The study aimed to determine the impact o...

  • Article
  • Open Access
57 Citations
7,967 Views
14 Pages

This paper evaluates the traffic safety of freeway interchange merging areas based on the traffic conflict technique. The hourly composite risk indexes (HCRI) was defined. By the use of unmanned aerial vehicle (UAV) photography and video processing t...

  • Feature Paper
  • Article
  • Open Access
1,884 Views
18 Pages

1 November 2024

Urban greening is threatened by the concern that street trees increase traffic-related injury/death. Associations between all serious and fatal traffic crashes and street tree percentages were examined in Sydney, Australia. Associations were adjusted...

  • Article
  • Open Access
12 Citations
3,014 Views
18 Pages

28 October 2020

Intelligent connected vehicles (ICVs) are recognized as a new sustainable transportation mode, which could be promising for reducing crashes. However, the mixed traffic consisting of manually driven vehicles and ICVs may negatively affect road safety...

  • Article
  • Open Access
32 Citations
6,232 Views
15 Pages

Drivers’ Visual Search Patterns during Overtaking Maneuvers on Freeway

  • Wenhui Zhang,
  • Jing Dai,
  • Yulong Pei,
  • Penghui Li,
  • Ying Yan and
  • Xinqiang Chen

Drivers gather traffic information primarily by means of their vision. Especially during complicated maneuvers, such as overtaking, they need to perceive a variety of characteristics including the lateral and longitudinal distances with other vehicle...

  • Article
  • Open Access
4 Citations
2,577 Views
18 Pages

11 February 2024

The advent of autonomous vehicles (AVs) in the traffic stream is expected to innovatively prevent crashes resulting from human errors in manually driven vehicles (MVs). However, substantial safety benefits due to AVs are not achievable quickly becaus...

  • Article
  • Open Access
2 Citations
2,235 Views
22 Pages

A Machine Learning Approach to Traffic Congestion Hotspot Identification and Prediction

  • Manoj K. Jha,
  • Rishav Jaiswal,
  • D. Sai Kiran Varma,
  • Shalini Rankavat,
  • Anil K. Bachu and
  • Pranav K. Jha

Travel-time delays due to recurring congestion cause productivity loss, increase the likelihood of accidents, and lead to environmental pollution due to greenhouse gas emissions. The National Highway Traffic Safety Administration in the United States...