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895 Results Found

  • Article
  • Open Access
27 Citations
5,117 Views
22 Pages

27 December 2019

As the backbone and arteries of a comprehensive transportation network, highways play an important role in improving people’s living standards and promoting economic growth. However, globally, there is limited quantifiable data evaluating the h...

  • Article
  • Open Access
23 Citations
3,476 Views
12 Pages

5 July 2018

Vulnerability assessment is of great significance to highway traffic system. As the widespread cascading failure may cause serious damage, factor identification is necessary to improve the security level of highway system. In this paper, the Dematel...

  • Article
  • Open Access
16 Citations
3,611 Views
22 Pages

An Improved Hybrid Highway Traffic Flow Prediction Model Based on Machine Learning

  • Zhanzhong Wang,
  • Ruijuan Chu,
  • Minghang Zhang,
  • Xiaochao Wang and
  • Siliang Luan

9 October 2020

For intelligent transportation systems (ITSs), reliable and accurate real-time traffic flow prediction is an important step and a necessary prerequisite for alleviating traffic congestion and improving highway operation efficiency. In this paper, we...

  • Article
  • Open Access
880 Views
23 Pages

Modeling and Classification of Random Traffic Patterns for Fatigue Analysis of Highway Bridges

  • Xianglong Zheng,
  • Bin Chen,
  • Zhicheng Zhang,
  • He Zhang,
  • Jing Liu and
  • Jingyao Zhang

With the increasing severity of traffic congestion, the impact of random traffic patterns has emerged as an indispensable factor in the fatigue design and assessment of highway bridges. In this study, an analytical approach has been proposed for mode...

  • Article
  • Open Access
17 Citations
6,295 Views
12 Pages

10 May 2021

The COVID-19 pandemic created an enormous disruption to the everyday life of the modern society. Among the various urban systems, transportation services were among those that suffered the most significant impacts, particularly severe in the case of...

  • Article
  • Open Access
772 Views
24 Pages

2 September 2025

This study aims to guide the management and service of highways towards a more efficient and intelligent direction, and also provides intelligent and green data support for achieving sustainable development goals. The forecasting of traffic flow at h...

  • Article
  • Open Access
2 Citations
1,942 Views
21 Pages

A CNN-LSTM-GRU Hybrid Model for Spatiotemporal Highway Traffic Flow Prediction

  • Jinsong Zhang,
  • Junyi Sha,
  • Chunyu Zhang and
  • Yijin Zhang

1 September 2025

The rapid growth in the number of motor vehicles has exacerbated traffic congestion. The occurrence of congestion not only poses significant challenges for traffic management authorities but also severely impacts residents’ travel and daily rou...

  • Article
  • Open Access
1 Citations
1,520 Views
24 Pages

14 January 2025

The rapid development of highways greatly affects the flow of people, finance, goods, and information between cities, and monitoring the OD flow of travel has become a very important task for intelligent transportation systems (ITS). The temporal dyn...

  • Article
  • Open Access
8 Citations
2,316 Views
17 Pages

25 December 2023

The long-term prediction of highway traffic parameters is frequently undermined by cumulative errors from various influencing factors and unforeseen events, resulting in diminished predictive accuracy and applicability. In the pursuit of sustainable...

  • Article
  • Open Access
1,412 Views
25 Pages

Multi-Task Learning-Based Traffic Flow Prediction Through Highway Toll Stations During Holidays

  • Xiaowei Liu,
  • Yunfan Zhang,
  • Zhongyi Han,
  • Hao Qiu,
  • Shuxin Zhang and
  • Jinlei Zhang

Accurate traffic flow prediction is essential for highway operations, especially during holidays when surging traffic poses significant challenges. This study focuses on holiday traffic and introduces a spatiotemporal cross-attention network (ST-Cros...

  • Article
  • Open Access
2,209 Views
32 Pages

25 August 2025

This study develops a data-driven framework to prevent traffic isolation on snow-affected highways by analyzing vehicle detection system (VDS) data collected over the past decade in the Yeongdong region of the Republic of Korea. Specifically, we used...

  • Article
  • Open Access
466 Views
24 Pages

24 November 2025

The information and communication technology revolution has provided researchers with new opportunities to enhance traffic prediction methods. Accurate long-term traffic forecasts are essential for sustainable infrastructure planning, supporting proa...

  • Article
  • Open Access
24 Citations
6,731 Views
30 Pages

Determining an Improved Traffic Conflict Indicator for Highway Safety Estimation Based on Vehicle Trajectory Data

  • Ruoxi Jiang,
  • Shunying Zhu,
  • Hongguang Chang,
  • Jingan Wu,
  • Naikan Ding,
  • Bing Liu and
  • Ji Qiu

18 August 2021

Currently, several traffic conflict indicators are used as surrogate safety measures. Each indicator has its own advantages, limitations, and suitability. There are only a few studies focusing on fixed object conflicts of highway safety estimation us...

  • Article
  • Open Access
9 Citations
2,208 Views
22 Pages

Efficient Route Planning Using Temporal Reliance of Link Quality for Highway IoV Traffic Environment

  • Ritesh Yaduwanshi,
  • Sushil Kumar,
  • Arvind Kumar,
  • Omprakash Kaiwartya,
  • Deepti,
  • Mohammad Aljaidi and
  • Jaime Lloret

28 December 2022

Intermittently connected vehicular networks, terrain of the highway, and high mobility of the vehicles are the main critical constraints of highway IoV (Internet of Vehicles) traffic environment. These cause GPS outage problem and the existence of sh...

  • Article
  • Open Access
5 Citations
2,546 Views
19 Pages

9 January 2023

The traffic flow of non-motorized vehicles on the highway segments crossing small towns is disorderly and chaotic. In order to improve the traffic environment and regulate the order of non-motorized operations, this article studies the spatial and te...

  • Article
  • Open Access
5 Citations
2,701 Views
19 Pages

Load Models Representative of Brazilian Actual Traffic in Girder-Type Short-Span Highway Bridges

  • Carlos Eduardo Rossigali,
  • Michèle Schubert Pfeil,
  • Luis Volnei Sudati Sagrilo and
  • Hugo Medeiros de Oliveira

12 January 2023

The Brazilian code NBR 7188 for highway bridge design prescribes a live load model consisting of a 3-axle vehicle plus a uniform load, which are both affected by an impact factor when considering dynamic effects. It does not play out actual traffic s...

  • Article
  • Open Access
2 Citations
2,766 Views
19 Pages

An Adaptive Vehicle Detection Model for Traffic Surveillance of Highway Tunnels Considering Luminance Intensity

  • Yongke Wei,
  • Zimu Zeng,
  • Tingquan He,
  • Shanchuan Yu,
  • Yuchuan Du and
  • Cong Zhao

12 September 2024

Vehicle detection is essential for road traffic surveillance and active safety management. Deep learning methods have recently shown robust feature extraction capabilities and achieved improved detection results. However, vehicle detection models oft...

  • Article
  • Open Access
2,730 Views
22 Pages

Development of an Integrated BIM and Traffic Simulation-Based Highway Alignment Planning and Optimization Framework

  • Muhammad Arsalan Khan,
  • Muhammad Umer Farooq,
  • Malik Sarmad Riaz,
  • Muhammad Umer Zubair,
  • Waqas Arshad Tanoli and
  • Hisham Jahangir Qureshi

26 May 2025

Highway alignment optimization is critical for developing sustainable and resilient transportation infrastructure. Traditional alignment selection methods frequently fail to comprehensively account for all of the diverse factors, including geometric...

  • Article
  • Open Access
4 Citations
2,239 Views
21 Pages

According to recent research, the COVID-19 pandemic has impacted road traffic quality. This study aims to analyze the impacts of COVID-19 travel restriction policies on the traffic quality of the national and provincial trunk highway network (NPTHN)...

  • Article
  • Open Access
13 Citations
5,850 Views
25 Pages

Traffic Simulation Analysis of Bicycle Highways in Urban Areas

  • Georgios Grigoropoulos,
  • Seyed Abdollah Hosseini,
  • Andreas Keler,
  • Heather Kaths,
  • Matthias Spangler,
  • Fritz Busch and
  • Klaus Bogenberger

20 January 2021

The ongoing increase of bicycle traffic in urban areas forces transport authorities to reconsider the space allocation for different transport modes. Transport policies favor the introduction of high-quality bicycle infrastructure along urban corrido...

  • Article
  • Open Access
3 Citations
2,263 Views
21 Pages

Ellipse-Like Radiation Range Grading Method of Traffic Accident Influence on Mountain Highways

  • Jianjun Wang,
  • Sai Wang,
  • Xueqin Long,
  • Dongyi Li,
  • Chicheng Ma and
  • Peng Li

23 October 2022

To improve the efficiency of accident treatment on mountain highways and reduce the degree of disruption from traffic accidents, the grading method of the ellipse-like radiation range of traffic accident impact is proposed. First, according to the pr...

  • Article
  • Open Access
9 Citations
2,371 Views
29 Pages

8 August 2023

This study aimed to investigate disparities in drivers’ visual search behavior across various typical traffic conditions on prairie highways and analyze driving safety at the visual search level. The study captured eye movement data from driver...

  • Article
  • Open Access
1 Citations
4,613 Views
19 Pages

23 December 2021

Accurate regional classification of highways is a critical prerequisite to implement a tailored safety assessment. However, there has been inadequate research on objective classification considering traffic flow characteristics for highway safety ass...

  • Data Descriptor
  • Open Access
5 Citations
9,947 Views
15 Pages

Traffic Sign Detection and Classification on the Austrian Highway Traffic Sign Data Set

  • Alexander Maletzky,
  • Nikolaus Hofer,
  • Stefan Thumfart,
  • Karin Bruckmüller and
  • Johannes Kasper

9 January 2023

Advanced Driver Assistance Systems rely on automated traffic sign recognition. Today, Deep Learning methods outperform other approaches in terms of accuracy and processing time; however, they require vast and well-curated data sets for training. In t...

  • Article
  • Open Access
6 Citations
5,174 Views
23 Pages

9 June 2015

This study explores highway travellers’ willingness to pay (WTP) for external costs caused by traffic accidents. There are a number of further external costs, the paper focuses on two externalities: air pollution and time delays. Data collection was...

  • Article
  • Open Access
18 Citations
5,698 Views
17 Pages

23 April 2020

The desired speed that drivers can drive without being obstructed or influenced by other road users is characterized as free-flow speed. However, free-flow speed can be influenced by other factors such as the characteristics of the vehicle, driver, r...

  • Article
  • Open Access
15 Citations
2,894 Views
23 Pages

Study on Deformation Characteristics of Low-Highway Subgrade under Traffic Load

  • Hui Qi,
  • Xuesen Zhang,
  • Jian Liu,
  • Tiantao Zhang,
  • Gaohang Lv,
  • Lizhuang Cui and
  • Quanyi Xie

27 March 2022

Highway subgrade bears millions of traffic loads over the years, and its strength, stiffness, and long-term stability gradually decline. In this paper, dynamic triaxial tests were carried out to study the time evolution and spatial distribution of st...

  • Article
  • Open Access
3 Citations
2,078 Views
19 Pages

Modeling of Traffic Flows Sustainability on Highway Network Stretches

  • Viktor Vojtov,
  • Dmitriy Muzylyov,
  • Mykola Karnaukh,
  • Andriy Kravtcov,
  • Oleksiy Goryayinov,
  • Tetiana Gorodetska,
  • Vitalii Ivanov and
  • Ivan Pavlenko

16 August 2023

Assessing the transport flow robustness is a significant aspect of a qualitative solution to traffic management problems. Therefore, management should be based on appropriate criteria, accounting for different factors characterizing traffic flow sust...

  • Article
  • Open Access
3 Citations
3,037 Views
18 Pages

14 September 2022

The state of the road network contains both the infrastructure performance and the traffic operation state of the road network. There is a strong coupling between the decay of the infrastructure performance and the redistribution of the traffic flow...

  • Article
  • Open Access
22 Citations
5,385 Views
25 Pages

Traffic Measurement and Congestion Detection Based on Real-Time Highway Video Data

  • Erik Sonnleitner,
  • Oliver Barth,
  • Alexander Palmanshofer and
  • Marc Kurz

10 September 2020

Since global road traffic is steadily increasing, the need for intelligent traffic management and observation systems is becoming an important and critical aspect of modern traffic analysis. In this paper, we cover the development and evaluation of a...

  • Article
  • Open Access
2,290 Views
19 Pages

25 December 2022

Detailed anticipation of potential highway congestion is becoming more necessary, as increasing regional road traffic puts pressure on both highways and towns its passes through; tidal traffic during vacations and unsatisfactory town planning make th...

  • Article
  • Open Access
2 Citations
3,310 Views
25 Pages

Drivers’ Perspective on Traffic Safety and Impacts from the Surrounding Landscape: A Case Study of Serbia

  • Ivana Sentić,
  • Ivana Živojinović,
  • Jasmina Đorđević and
  • Jelena Tomićević-Dubljević

25 February 2025

Due to the high volume of traffic on European highways and the increased percentage of traffic accidents and fatalities, traffic safety is imperative in the planning and design of highways. While highway safety design construction standards have been...

  • Article
  • Open Access
14 Citations
6,664 Views
26 Pages

21 June 2016

The worldwide economic cost of road crashes and injuries is estimated to be US$518 billion per year and the annual congestion cost in France is estimated to be €5.9 billion. Vehicular Ad hoc Networks (VANETs) are one solution to improve transport fea...

  • Article
  • Open Access
2 Citations
1,829 Views
21 Pages

23 August 2023

With the continuous advancements in electrification, connectivity, and intelligence in the automotive industry, the mixed traffic of vehicles with different levels of driving automation is changing the carbon emission characteristics in the impact ar...

  • Article
  • Open Access
1,640 Views
20 Pages

10 October 2024

Vehicles conduct mandatory lane changes to merge into the open lanes in temporary highway work zones, and the merging characteristics have been widely studied over the past decades. Unlike research on other traffic facilities, the data and scenarios...

  • Article
  • Open Access
2 Citations
2,213 Views
11 Pages

12 November 2022

Transportation systems need more accurate predictions to further optimize traffic network design with the development and application of autonomous driving technology. In this article, we focus on highway traffic flow systems that are often simulated...

  • Article
  • Open Access
1 Citations
1,722 Views
18 Pages

Short-Term Highway Traffic Flow Prediction via Wavelet–Liquid Neural Network Model

  • Yongjun Wu,
  • Hongyun Kang,
  • Weipin Wang,
  • Shuli Zhao,
  • Xuening He and
  • Jingyao Chen

Accurate, efficient, and reliable traffic flow prediction is pivotal for highway operation and management. However, traffic flow series present nonlinear, heterogeneous, and stochastic characteristics, posing significant challenges to precise predict...

  • Article
  • Open Access
5,254 Views
15 Pages

With many lives lost every year in crashes, highway traffic safety is a major concern. With 93% of crashes being contributed to by roadway users’ poor behaviors, one of the most effective ways to improve highway traffic safety is to improve the...

  • Article
  • Open Access
1 Citations
3,222 Views
17 Pages

Black Carbon along a Highway and in a Residential Neighborhood during Rush-Hour Traffic in a Cold Climate

  • Hrund Ólöf Andradóttir,
  • Bergljót Hjartardóttir and
  • Throstur Thorsteinsson

1 March 2024

Short-term exposure to ultra-fine Black Carbon (BC) particles produced during incomplete fuel combustion of wood and fossil fuel has been linked to respiratory and cardiovascular diseases, hospitalizations and premature deaths. The goal of this resea...

  • Article
  • Open Access
1 Citations
3,416 Views
17 Pages

10 October 2022

In many European countries and also in Slovenia, the highway network was rapidly built in order to reduce congestion and to increase the level of traffic safety on congested sections of the road network, thus enabling a higher level of service and ac...

  • Article
  • Open Access
8 Citations
2,219 Views
27 Pages

A Stochastic Methodology for EV Fast-Charging Load Curve Estimation Considering the Highway Traffic and User Behavior

  • Leonardo Nogueira Fontoura da Silva,
  • Marcelo Bruno Capeletti,
  • Alzenira da Rosa Abaide and
  • Luciano Lopes Pfitscher

8 April 2024

The theoretical impact of the electric vehicle (EV) market share growth has been widely discussed with regards to technical and socioeconomic aspects in recent years. However, the prospection of EV scenarios is a challenge, and the difficulty increas...

  • Article
  • Open Access
1,533 Views
16 Pages

4 October 2024

In the urban environment dust particles form a major part of air pollutants and can affect the physiological functions of the plant. Plants proved to be very powerful tools in as-sessing environmental pollution because of their wide distribution. Fes...

  • Article
  • Open Access
902 Views
21 Pages

Traffic safety is a critical issue in highway operation management, where accurate identification of accident hotspots enables proactive risk prevention and facility optimization. Traditional methods relying on historical statistics often fail to cap...

  • Article
  • Open Access
2 Citations
2,103 Views
23 Pages

2 November 2024

Highway traffic officers (HTOs) are often exposed to life-threatening workplace incidents while performing their duties. However, scant research has been undertaken to address these safety concerns. This research explores case study data from highway...

  • Article
  • Open Access
2 Citations
1,325 Views
21 Pages

19 March 2025

Abnormal traffic flow prediction is crucial for reducing traffic congestion. Most recent studies utilized machine learning models in traffic flow detection systems. However, these detection systems do not support real-time analysis. Centralized machi...

  • Project Report
  • Open Access
18 Citations
4,352 Views
20 Pages

Traffic Safety Improvement via Optimizing Light Environment in Highway Tunnels

  • Baofeng Su,
  • Jiangbi Hu,
  • Juncheng Zeng and
  • Ronghua Wang

Driving in tunnel areas depends more heavily on light conditions than that on open roadways. Traditional lighting systems in highway tunnels adjust lighting parameters only caring about outside light luminance, and focus is usually on energy conserva...

  • Article
  • Open Access
10 Citations
3,592 Views
20 Pages

5 August 2022

This research investigates the effect of heavy rain on highway traffic volume and average speed, and proposes a recharging well harvesting system as an alternative freshwater source in the context of climate change. The Cairo Autostorad highway was t...

  • Article
  • Open Access
2 Citations
2,589 Views
19 Pages

1 December 2022

In this paper, in order to evaluate the traffic safety status of ordinary arterial highways, identify the sources of safety risks, and formulate safety development countermeasures for arterial highways to reduce accident risks, a combination method i...

  • Review
  • Open Access
1 Citations
1,461 Views
33 Pages

19 October 2025

Unmanned aerial vehicles (UAVs), commonly known as drones, have emerged as promising solutions to overcome the shortcomings of traditional highway-monitoring approaches. UAVs have been used extensively for highway traffic monitoring, infrastructure i...

  • Article
  • Open Access
6 Citations
3,376 Views
12 Pages

15 October 2020

Weather events are arbitrary, and this makes it difficult to incorporate weather parameters into transportation models. Recent research on traffic weather interaction analysis conducted at the University of Regina, Canada reported traffic variations...

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