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Acoustic Modeling of Meteorological Effects on Roadway Noise Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-25 Roger L. Wayson; Kenneth Kaliski
Modeling road traffic noise levels without including the effects of meteorology may lead to substantial errors. In the United States, the required model is the Traffic Noise Model which does not include meteorology effects caused by refraction. In response, the Transportation Research Board sponsored NCHRP 25-52, Meteorological Effects on Roadway Noise, to collect highway noise data under different
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Detailing an Improved Heat Transfer Model for Pavements Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-25 James Bryce; Arka Chattopadhyay; Mehdi Esmaeilpour; Zack E. Ihnat
Temperature profiles are a fundamental input into mechanistic-empirical pavement analysis and design, and the enhanced integrated climatic model (EICM) is the state-of-the-practice for calculating those profiles. The EICM has also been used in other applications, such as analysis to evaluate the effects of climate change on pavements and to estimate the effects of pavements on urban heat islands. The
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Exploring the Factors that Affect the Frequency of Use of Ridehailing and the Adoption of Shared Ridehailing in California Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-22 Jai Malik; Farzad Alemi; Giovanni Circella
This study explores the factors that affect the use of ridehailing services (Uber, Lyft) as well as the adoption of shared (pooled) ridehailing (UberPool, Lyft Share) using data collected in California in fall 2018 using a cross-sectional travel survey. A semi-ordered bivariate probit model is estimated using this dataset. Among other findings, the model results show that better-educated, younger individuals
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Understanding the Role of Online Media Platforms in Airport Capital Projects and Community Outreach Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-22 Max Z. Li; Megan S. Ryerson
Community outreach and engagement efforts are critical to an airport’s role as an ever-evolving transportation infrastructure and regional economic driver. As online social media platforms continue to grow in both popularity and influence, a new engagement channel between airports and the public is emerging. However, the motivations behind and effectiveness of these social media channels remain unclear
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Classifying Car Owners in Latent Psychographic Profiles Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-22 Sascha von Behren; Lisa Bönisch; Jan Vallée; Peter Vortisch
Policy makers in urban areas are subjected to increasing pressure to find sustainable solutions to congestion and transportation. A detailed understanding of the motivations of car owners is required to enable the development of policies that are both socially fair and take effective measures. The objective of this study is to provide a more granular differentiation of car owners using psychographic
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Design and Implementation of Zone-to-Zone Demand Responsive Transportation Systems Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-22 Shiyu Shen; Yanfeng Ouyang; Shuai Ren; Mengke Chen; Luyun Zhao
Conventional fixed-structure transit service is unable to satisfy the increasingly personalized passenger demand. Shared mobility companies enable the transformation of conventional transit with advanced technology. This paper proposes a framework to design an application-based demand responsive transit (DRT) system to serve zone-to-zone passenger requests. The proposed DRT service operates between
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Use of Resampling Method to Construct Variance Index and Repeatability Limit of Damage Characteristic Curve Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-22 Jing Ding; Kangjin Caleb Lee; Cassie Castorena; Youngsoo Richard Kim; B. Shane Underwood
The simplified viscoelastic continuum damage model has been widely accepted as a tool to predict fatigue performance of asphalt concrete. One key component in the model is the damage characteristic curve that results from a cyclic fatigue test. This curve characterizes the relationship between material integrity (stiffness) and the level of damage in the material. As with any experimental measurement
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Arterial-Friendly Local Ramp Metering Control Strategy Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-20 Yao Cheng; Gang-Len Chang
To prevent local streets being blocked by overflowing on-ramp queues, a standard practice of ramp metering control is to restrain its function when a series of preset conditions are identified by on-ramp queue detectors. Such a trade-off between potential ramp queue spillback and the restraint resulting from the operation of metering control may often fail to either effectively mitigate bottlenecks
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Long Short-Term Memory-Based Human-Driven Vehicle Longitudinal Trajectory Prediction in a Connected and Autonomous Vehicle Environment Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-19 Lei Lin; Siyuan Gong; Srinivas Peeta; Xia Wu
The advent of connected and autonomous vehicles (CAVs) will change driving behavior and travel environment, and provide opportunities for safer, smoother, and smarter road transportation. During the transition from the current human-driven vehicles (HDVs) to a fully CAV traffic environment, the road traffic will consist of a “mixed” traffic flow of HDVs and CAVs. Equipped with multiple sensors and
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Bayesian Nonparametric Approach to Average Annual Daily Traffic Estimation for Bridges Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-19 Grace Ashley; Nii Attoh-Okine
Every year, the U.S. government provides several billions of dollars in the form of federal funding for transportation services in the U.S.A. Decision making with regard to the use of these funds largely depends on performance indicators like average annual daily traffic (AADT). In this paper, Bayesian nonparametric models are developed through machine learning for the estimation of AADT on bridges
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Performance Evaluation of Basic Turbo Roundabouts as an Alternative to Conventional Double-Lane Roundabouts Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-19 Zuhair Elhassy; Hatem Abou-Senna; Essam Radwan
Since their introduction in the late 1990s, basic turbo roundabouts have made a great success in several European countries. Researchers, however, have been unable to reach a general consensus on the operational performance advantages and benefits derived from such a novel design of multi-lane roundabouts, as compared with conventional double-lane roundabouts. Those contradictory results could be mostly
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State of the Practice for High Polymer-Modified Asphalt Binders and Mixtures Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-19 Jhony Habbouche; Ilker Boz; Brian K. Diefenderfer; Bryan C. Smith; Sayed Hamidullah Adel
The objective of this paper was to provide information on the state of the practice for using high polymer-modified (HP) asphalt concrete (AC) mixtures in the United States (U.S.) and Canada. This information was collected through a survey of U.S. and Canadian provincial agencies combined with a search of HP-related specifications, special provisions, and field trials or pilot projects previously constructed
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State-of-the-Practice Review on the Use of Flocculants for Construction Stormwater Management in the United States Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-19 Billur Kazaz; Michael A. Perez; Wesley N. Donald
Construction stormwater practices have a vital role in protecting downstream water bodies from runoff that is typically characterized with large amounts of sediment and suspended solids. Most sediment control practices lack the capability to capture fine-sized soil particles that are responsible for causing elevated turbidity. Flocculation is a form of chemical treatment that uses flocculant particles
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Autonomous Vehicle Safe Operating Speeds on the Automated Skyway Express in Jacksonville, Florida Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-17 Andrew E. Loken; Joshua S. Steelman; Scott K. Rosenbaugh; Ronald K. Faller
Autonomous vehicles (AV) differ significantly from traditional passenger vehicles in both their behavior and physical characteristics. As such, the validity of the guidance provided in the Manual for Assessing Safety Hardware, Second Edition (MASH 2016) is questionable in AV applications. Impact angles, speeds, and vehicle weights specified in MASH 2016 are inextricably linked to the traditional vehicles
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Simple Methodology for the Development and Analysis of Local Driving Cycles Applied in the Study of Cars and Motorcycles in Recife, Brazil Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-17 Guilherme Medeiros Soares de Andrade; Fernando Wesley Cavalcanti de Araújo; Maurício Pereira Magalhães de Novaes Santos; Silvio Jacks dos Anjos Garnés; Fábio Santana Magnani
Standard driving cycles are usually used to compare vehicles from distinct regions, and local driving cycles reproduce more realistic conditions in specific regions. In this article, we employed a simple methodology for developing local driving cycles and subsequently performed a kinematic and energy analysis. As an application, we employed the methodology for cars and motorcycles in Recife, Brazil
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Characteristics of Non-Punitive Employee Safety Reporting Systems for Public Transportation as Abridged from TCRP Report 218 Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-17 Lisa Staes; Jodi Godfrey
The objective of this research is to produce a compilation of best practices used in non-punitive employee safety reporting (ESR) systems at transit agencies, including examples of how ESR systems benefit transit agencies and their employees. This report will support the public transportation industry’s efforts to institute non-punitive ESR as a critical element in safety management systems implementation
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Development and Validation of a Seven-County Regional Pedestrian Volume Model Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-17 Robert J. Schneider; Andrew Schmitz; Xiao Qin
This study describes the development and validation of pedestrian intersection crossing volume models for the seven-county Milwaukee metropolitan region. The set of three models, among the first developed at a multi-county scale, can be used to estimate the total number of pedestrian crossings per year at four-leg intersections along state highways and other major thoroughfares. Outputs are appropriate
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Using Real-Time Data to Detect Delays and Improve Customer Communications at New York City Transit Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-17 Adam Caspari; Daniel Wood; Angel Campbell; Darian Jefferson; Tuan Huynh; Alla Reddy
New York City Transit operates one of the world’s largest transit systems, and it can be difficult for the agency’s communications team to keep track of the numerous service disruptions that need to be communicated to customers. This paper introduces the Transit Visualization tool, which processes real-time train location data to automatically identify areas of the system where service may not be living
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Performance Evaluation of Studded Tire Ruts for Asphalt Mix Designs in a Cold Region Environment Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-17 Osama A. Abaza; Daniel Dahms
Studded tire wear is one of the most important contributing factors that govern pavement life on high traffic volume roads in south-central Alaska. It has been estimated that the annual cost to repair damage caused by studded tires in Alaska is approximately $13.7 million. Polymer modified asphalt binders and hard aggregate are commonly used in mix designs in the State of Alaska Department of Transportation
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Study on Risks and Countermeasures of Shallow Biogas during Construction of Metro Tunnels by Shield Boring Machine Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-17 Xi Jiang; Yuxin Zhang; Zhuanzhuan Zhang; Yun Bai
With the intensive development of cities, the utilization of underground space has attracted more and more attention from industry and academia. Underground rail (metro) in cities has become an imperative mode for people in their daily lives. Meanwhile, the safety of rail tunnel construction has constantly been a challenging issue because of the presence of complex strata containing shallow biogas
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Who’s on Board? Examining the Changing Characteristics of Transit Riders using Latent Profile Analysis Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-12 Andrew Schouten; Brian D. Taylor; Evelyn Blumenberg
Subsidies of public transit have more than doubled since the late 1980s, with a disproportionate share of funds going to rail services. These investments have important implications, including how they affect both the composition of transit users and their travel behavior. To investigate how transit users and use are changing, we use Latent Profile Analysis and data from the 2009 and 2017 National
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Robust Hazardous Materials Closed-Loop Supply Chain Network Design with Emergency Response Teams Location Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-12 Nasrin Mohabbati-Kalejahi; Alexander Vinel
Hazardous materials (hazmat) storage and transportation pose threats to people’s safety and the environment, which creates a need for governments and local authorities to regulate such shipments. This paper proposes a novel mathematical model for what is termed the hazmat closed-loop supply chain network design problem. The model, which can be viewed as a way to combine several directions previously
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Contrasting Perspectives on the Comfort and Safety of Pedestrians Interacting with Other Road Users Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-12 Alexander Bigazzi; Gurdiljot Gill; Meghan Winters
Assessments of interactions between road users are crucial to understanding comfort and safety. However, observers may vary in their perceptions and ratings of road user interactions. The objective of this paper is to examine how perceptions of yielding, comfort, and safety for pedestrian interactions vary among observers, ranging from members of the public to road safety experts. Video clips of pedestrian
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Assessment of Discretionary Lane-Changing Decisions using a Random Parameters Approach with Heterogeneity in Means and Variances Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-12 Qianwen Li; Xiaopeng Li; Fred Mannering
Lane-changing maneuvers on highways may cause capacity drops, create shock waves, and potentially increase collision risks. Properly managing lane-changing behavior to reduce these adverse impacts requires an understanding of their determinants. This paper investigates the determinants of lane changing in congested traffic using a next generation simulation dataset. A random parameters binary logit
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Experimental Study on the Design and Behavior of Concrete Pavement Joint Sealants Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-12 Jinho Kim; Dan Zollinger; Seunghyun Lee
Joints in concrete pavement are intended to provide freedom of movement in a concrete slab relative to the volumetric effects. Changes such as this can occur owing to drying shrinkage, temperature changes, and moisture differences that develop within the slab. A key reason to seal the rigid pavement joints is to prevent, or at least reduce, the amount of water from rainfall events infiltrating the
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Introducing a New Apparatus for Designating Two-Lane Highway Passing and No-Passing Zones Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-12 Ahmed Farid; Zephaniah Connell; James Mock; Suresh Muknahallipatna; Khaled Ksaibati
Two-lane highways constitute a large proportion of the U.S. highways. An essential component needed in the design of safe two-lane highways is the passing sight distance (PSD). Otherwise, insufficient PSDs lead to passing-related crashes and, therefore, no-passing zones ought to be marked. This research involves the development of a new apparatus of the two-vehicle method, which is used for measuring
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COVID-19 Impact on Transport: A Paper from the Railways’ Systems Research Perspective Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-10 Alessio Tardivo; Armando Carrillo Zanuy; Celestino Sánchez Martín
This paper analyzes the possible impacts of the 2019 coronavirus disease (COVID-19) on the transport sector and specifically on the railways. It aims at investigating how the sector should approach the “new normal.” The pandemic had repercussions not only on the interaction between producers and consumers but also on the environment, therefore changing the supply chain. The health crisis halted passengers’
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Gravity Model of Passenger and Mobility Fleet Origin–Destination Patterns with Partially Observed Service Data Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-10 Brian Yueshuai He; Joseph Y. J. Chow
Mobility-as-a-service systems are becoming increasingly important in the context of smart cities, with challenges arising for public agencies to obtain data from private operators. Only limited mobility data are typically provided to city agencies, which are not enough to support their decision-making. This study proposed an entropy-maximizing gravity model to predict origin–destination patterns of
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Real-Time Vehicle Trajectory Estimation Based on Lane Change Detection using Smartphone Sensors Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-09 Zubayer Islam; Mohamed Abdel-Aty
As technology is moving rapidly toward automation and connectivity, it is of paramount importance to predict vehicle trajectories ahead of time. This not only enhances safety but also ensures mobility in a connected and automated environment. Previous studies have shown that, given the previous trajectory, the future trajectory can be estimated. But this method suffers from considerable drawbacks in
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Evaluating the Interoperability of Urban Air Mobility Systems and Airports Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-09 Parker D. Vascik; R. John Hansman
This paper investigates how existing arrival and departure procedures can be directly used or adapted to enable high-volume instrument and visual urban air mobility (UAM) flight operations at major airports in the United States. Viable procedures are restricted to those that enable simultaneous and non-interfering UAM flights with conventional aircraft operations. Air traffic controller workload is
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Approach for Predicting Cracking Deterioration in Sprayed Seals from Subjective Condition Ratings Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-09 Khulood Hwayyis; Rayya Hassan; Michael T. Fahey
Cracking is the most influential distress on the performance of bituminous surfaces of granular pavements and ultimately that of underlying layers. The purpose of the study reported here is to describe the modeling approach adopted in developing cracking deterioration models of bituminous sprayed seals from historical time series subjective condition ratings. In this approach, a multilevel analysis
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Sidewalk Static Obstructions and Their Impact on Clear Width Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-09 Nicholas A. Coppola; Wesley E. Marshall
Data on sidewalks have long been deficient. But advances in remote sensing are beginning to increase data prevalence and accuracy. These sidewalk datasets rarely, if ever, account for static obstructions in the sidewalk such as signs, street furniture, or trees. This paper seeks to determine how much of a difference accounting for static obstructions will make when measuring the clear width of sidewalks
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Spatio-Temporal Crash Prediction: Effects of Negative Sampling on Understanding Network-Level Crash Occurrence Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-09 Peter Way; Jeremiah Roland; Mina Sartipi; Osama Osman
In projects centered around rare event case data, the challenge of data comprehension is greatly increased because of insufficient data for deriving insight and analysis. This is particularly the case with traffic crash occurrence, where positive events (crashes) are rare and, in most cases, no data set exists for negative events (non-crashes). One method to increase available data is negative sampling
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Assessing the Effects of Limited Curbside Pickup Capacity in Meal Delivery Operations for Increased Safety during a Pandemic Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-09 Hossein Fotouhi; Nicholas Mori; Elise Miller-Hooks; Vadim Sokolov; Sagar Sahasrabudhe
Meal delivery has become increasingly popular in past years and of great importance in past months during the COVID-19 pandemic. Sustaining such services depends on maintaining provider profitability and reduced cost to consumers while continuing to support autonomy and independence for customers, restaurants, and delivery drivers (here crowdsourced drivers). This paper investigates the possible enactment
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Do Larger Sample Sizes Increase the Reliability of Traffic Incident Duration Models? A Case Study of East Tennessee Incidents Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-09 Zihe Zhang; Jun Liu; Xiaobing Li; Asad J. Khattak
Incident duration models are often developed to assist incident management and traveler information dissemination. With recent advances in data collection and management, enormous achieved incident data are now available for incident model development. However, a large volume of data may present challenges to practitioners, such as data processing and computation. Besides, data that span multiple years
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Field Evaluation of Wattle and Silt Fence Ditch Checks Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-09 Jaime C. Schussler; Billur Kazaz; Michael A. Perez; J. Blake Whitman; Bora Cetin
Erosion and sediment control practices are implemented during construction activities to mitigate downstream effects, but limited field-performance data exists. Field assessments were conducted to evaluate ditch check installations during highway construction in Tama County, Iowa. Data collection included daily rainfall, topographical surveys of sediment deposition, pre- and post-rain event images
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Pricing of Connected and Autonomous Vehicles in Mixed-Traffic Networks Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-06 Paolo Delle Site
For networks with human-driven vehicles (HDVs) only, pricing with arc-specific tolls has been proposed to achieve minimization of travel times in a decentralized way. However, the policy is hardly feasible from a technical viewpoint without connectivity. Therefore, for networks with mixed traffic of HDVs and connected and autonomous vehicles (CAVs), this paper considers pricing in a scenario where
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Investigating the Role of Transportation Barriers in Cancer Patients’ Decision Making Regarding the Treatment Process Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-06 Roya Etminani-Ghasrodashti; Chen Kan; Ladan Mozaffarian
Transportation barriers to healthcare access may lead to rescheduled or missed appointments, thereby influencing patients’ treatment outcomes. However, the impact of transportation barriers on stopping cancer treatments remains unknown in the literature. This study aims to investigate the association between cancer patients’ travel behavior and their decisions about stopping or continuing treatments
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Estimating the Rebound Effect of the U.S. Road Freight Transport Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-04 A. Latif Patwary; T. Edward Yu; Burton C. English; David W. Hughes; Seong-Hoon Cho
The United States (U.S.) road freight sector has continued to grow over recent decades. Growth in road freight could result in more fuel consumption and hence increased greenhouse gas emissions. Policymakers have attempted to manage the growth of energy usage through improved fuel economy based on technological advances. However, such improvements may not lead to anticipated goals because of the rebound
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Exploring Preferences for Transportation Modes in the City of Munich after the Recent Incorporation of Ride-Hailing Companies Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-03 Maged Shoman; Ana Tsui Moreno
The growth of ride-hailing (RH) companies over the past few years has affected urban mobility in numerous ways. Despite widespread claims about the benefits of such services, limited research has been conducted on the topic. This paper assesses the willingness of Munich transportation users to pay for RH services. Realizing the difficulty of obtaining data directly from RH companies, a stated preference
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Neural Network Optimal Model for Classification of Unclassified Vehicles in Weigh-in-Motion Traffic Data Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-03 Cheng Peng; Yi Jiang; Shuo Li; Tommy Nantung
A weigh-in-motion (WIM) system has the capability to perform on-site vehicle classifications based on the FHWA schema. However, WIM datasets often contain a significant portion of vehicles that could not be classified into any of the 13 vehicle classes by WIM devices. Possible reasons for the WIM classifier failing to classify these vehicles are tailgating, lane changing, traffic congestion, and equipment
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Exploring the Interactions between Online Shopping, In-Store Shopping, and Weekly Travel Behavior using a 7-Day Shopping Survey in Lisbon, Portugal Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-03 Rui Colaço; João de Abreu e Silva
The steady growth of online shopping in the last decades has led to an impact on personal travel and on freight transport that is yet to be fully grasped. Previous research on the subject offers mixed findings, with several studies pointing to complementarity between online and in-store shopping, while others suggest substitution, modification, or neutrality. Using data from a 7-day shopping survey
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Middle-Up Cracking Potential in Flexible Pavements with Stabilized Foundations Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-03 Mostafa Nakhaei; David H. Timm
This investigation presents a new perspective on the structural behavior of stabilized foundation pavements through full-scale testing and simulation where the historical premise of bottom-up fatigue cracking has been challenged. Two full-scale pavement sections were constructed at the National Center for Asphalt Technology Test Track in 2018. One section featured a stabilized foundation under the
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Estimation and Mitigation of Epidemic Risk on a Public Transit Route using Automatic Passenger Count Data Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-01 Pramesh Kumar; Alireza Khani; Eric Lind; John Levin
This paper studies the potential spread of infectious disease through passenger encounters in a public transit system using automatic passenger count (APC) data. An algorithmic procedure is proposed to evaluate three different measures to quantify these encounters. The first two measures quantify the increased possibility of disease spread from passenger interaction when traveling between different
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Multiscale Modeling of Asphalt Concrete and Validation through Instrumented Pavement Section Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-02-01 Zafrul H. Khan; Rafiqul A. Tarefder; Hasan M. Faisal
In this study, macroscale responses of asphalt concrete (AC) are predicted from the responses of its corresponding microscale representative volume element (RVE) within a finite element framework using quasi-static and dynamic analyses. Nanoindentation test was performed on the mastic and aggregate phase of an AC sample to determine the viscoelastic and elastic properties of RVE elements. Aggregate-mastic
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Transit Accessibility Measurement Considering Behavioral Adaptations to Reliability Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-29 Tierra S. Bills; Andre L. Carrel
Accessibility measures are necessary for evaluating the benefits of proposed transportation improvements. However, they often do not account for travel time unreliability, but instead incorporate deterministic and time-invariant travel times. This approach risks mischaracterizing the accessibility experienced by travelers. In this paper, we review recent literature on accessibility and travel time
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Life-Extending Benefit of Chip Sealing for Pavement Preservation Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-29 Farhang Jalali; Adriana Vargas-Nordcbeck
Chip seals are effective pavement preservation treatments that are usually applied to address non-fatigue cracking, weathering, and raveling, to seal the surface, to delay oxidation, and, finally, to improve skid resistance. This study used field performance data of test sections from the Pavement Preservation Group Study being conducted by the National Center for Asphalt Technology and the Minnesota
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Risky Driving Behaviors of Drivers Who Use Alcohol and Cannabis Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-29 Tara Kelley-Baker; Leon Villavicencio; Lindsay S. Arnold; Aaron J. Benson; Victoria Anorve; Brian C. Tefft
Many drivers in the United States use alcohol or cannabis, including some who co-use both substances. Using data from a nationally representative survey, self-reported engagement in various risky driving behaviors is examined among drivers who co-use alcohol and cannabis, those who use alcohol but not cannabis, those who use cannabis but not alcohol, and those who use neither. Results were adjusted
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Measuring Benefits of Rural and Small Urban Transit in Greater Minnesota Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-29 Jeremy Mattson; Del Peterson
The objective of this research was to measure the benefits of rural and small urban transit services in Minnesota. The study accomplished this by first identifying, describing, and classifying the potential benefits of transit. Second, a method was developed to measure these benefits. Where possible, benefits were quantified in dollar values. Other benefits that could not be quantified in monetary
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Development of High Friction Surface Treatment Prescreening Protocols and an Alternative Friction Application Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-29 Thomas Bennert; Robert Blight; Vahid Ganji; Drew Tulanowski; Susan Gresavage
The use of high friction surface treatments (HFST) has become increasingly popular to help improve roadway friction properties and reduce the number of lane-departure and breaking-related accidents. Conventional HFST installation consists of applying an epoxy-resin material to an existing roadway surface and “gluing” a hard, highly angular fine aggregate to the roadway surface. When constructed correctly
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Predictive Analytics of Streetcar Bunching Occurrence Time for Real-Time Applications Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-29 Aya Aboudina; Ehab Diab; Amer Shalaby
Bunching occurs when transit vehicles are unable to maintain their scheduled headways, resulting in two or more vehicles arriving at a stop in close succession and following each other too closely thereafter. Very few studies have explored the prediction of bunching in real-time, particularly for streetcar services. Predicting the time to bunching in real-time allows transit agencies to take more preventive
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Exploring Travel Behavior of Households with Pre-School Aged Children Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-24 Muhammad Ahsanul Habib; Md Asif Hasan Anik; Caroline Robertson
Child-care centers are major trip generators for households with pre-school aged children (< 5 years). This paper presents a framework to analyze the factors affecting daily travel choices and challenges of child-care going households. Through rigorous literature review, this study first identifies important variables affecting mode choice, child-care center choice, transit use, and intention to drive
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Understanding Google Location History as a Tool for Travel Diary Data Acquisition Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-23 Dillan Cools; Scott Christian McCallum; Daniel Rainham; Nathan Taylor; Zachary Patterson
Understanding human mobility within urban settings is fundamental for urban and transport planning. Travel demand modeling and planning typically rely on data that are collected from large-scale household travel surveys (i.e., origin–destination surveys) and compiled into single- or multiple-day travel diaries. The laborious task of collecting these data has left traditional methods with numerous limitations
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Performance of Machine Learning Algorithms in Predicting the Pavement International Roughness Index Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-19 Mohammad Z. Bashar; Cristina Torres-Machi
Significant research efforts have documented the capabilities of machine learning (ML) algorithms to model pavement performance. Several challenges, however, limit the implementation of ML by practitioners and transportation agencies. One of these challenges is related to the high variability in the performance of ML models as reported by different studies and the lack of quantitative evidence supporting
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Analytical Elastic Modeling of Rail and Fastener Longitudinal Response Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-16 Matheus Trizotto; Marcus S. Dersch; J. Riley Edwards; Arthur Lima
The rail fastening system plays a critical role in maintaining proper railroad track geometry by transferring vertical, lateral, and longitudinal forces from the rails to crossties. Broken spikes in elastic fastening systems have been linked to inadequate transfer of longitudinal loads, posing a safety risk for timber crosstie ballasted track. Longitudinal track demand caused by passing trains has
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Statewide Application of Wrong-Way Driving Crash Risk Modeling and Countermeasures Optimization Algorithm to Identify Optimal Locations for Countermeasure Deployment on Florida Limited Access Facilities Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-15 Adrian Sandt; Haitham Al-Deek; Patrick Blue; John McCombs
Wrong-way driving (WWD) crashes can have significant impacts on freeway safety and operations. Deploying intelligent transportation systems (ITS) WWD countermeasures at freeway exit ramps can effectively reduce WWD crash risk (WWCR), but these countermeasures are expensive. In this paper, a WWCR segment model and WWD countermeasures optimization algorithm are developed for all Florida limited access
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Exploratory Analysis of Unmanned Aircraft Sightings using Text Mining Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-15 Subasish Das
Because of recent technological advancements, a growing number of unmanned aircraft systems (UASs) are anticipated to occupy the U.S. National Airspace System (NAS) and operate side-by-side with human pilot controlled civil aircraft. UAS technology has transitioned to broader applications, including commercial, scientific, and expanded military use. There have been significant challenges concerning
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Evaluation of Network-Level Data Collection Variability and its Influence on Pavement Evaluation Utilizing Random Forest Method Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-15 Xiaoyang Jia; Mark Woods; Hongren Gong; Di Zhu; Wei Hu; Baoshan Huang
The use of pavement condition data to support maintenance and resurfacing strategies and justify budget needs becomes more crucial as more data-driven approaches are being used by the state highway agencies (SHAs). Therefore, it is important to understand and thus evaluate the influence of data variability on pavement management activities. However, owing to a huge amount of data collected annually
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Explorative Visualization for Traffic Safety using Adaptive Study Areas Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-15 Anne S. Berres; Haowen Xu; Sarah A Tennille; Joseph Severino; Srinath Ravulaparthy; Jibonananda Sanyal
The pressing need to improve traffic safety has become a societal concern in many cities around the world. Many traffic accidents are not occurring as stand-alone events but as consequences of other road incidents and hazards. To capture the traffic safety indications from a holistic aspect, this paper presents a suite of visualization techniques to explore large traffic safety datasets collected from
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Sensitivity Analysis of the Transit Signal Priority Requesting Threshold and the Impact on Bus Performance and General Traffic Transp. Res. Rec. J. Transp. Res. Board (IF 1.029) Pub Date : 2021-01-15 Michael H. Sheffield; Grant G. Schultz; David Bassett; Dennis L. Eggett
An analysis was performed to evaluate the impact of changing the transit signal priority (TSP) requesting threshold on bus performance and general traffic, using field-generated data exclusively. Route 217, a conventional bus route that uses a dedicated short-range communication (DSRC)-based TSP system as part of its normal day-to-day operations, was analyzed over a three-month period from May 2019