urban rural setting
Built-environment type and setting: urban vs suburban vs rural context, city versus highway driving, and how the broad environmental setting shapes driving behavior and crash patterns. This is the categorical environment a trip occurs in, NOT the moment-to-moment vehicle crowding within it (traffic_density) and NOT the visual busyness of any one scene (road_complexity).
Also in Environment, Road & Weather
Related elsewhere in the corpus
Topics that co-occur with this one far more than chance predicts — these sit in other categories, so the hierarchy would not have shown them to you.
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Counts are papers in this topic that declare the facet — these facets are sparsely declared, so a small number means few papers said, not few papers did. All facets.
Method
346 of 542 declare it
Instruments & Measures
29 of 542 declare it
542 paper(s) · ranked by relevance to this topic
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Built environment, driving errors and violations, and crashes in naturalistic driving environment ↗ · 2021 · Ahmad, Numan et al. · indexed
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Risk and safety perception on urban and rural roads: Effects of environmental features, driver age and risk sensitivity ↗ · 2017 · Cox, Jolene A. et al. · indexed
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Home neighborhood, Driving Exposure and Safety among Older Adults: a Mediation Analysis from the LongROAD Study · 2024 · Shi, X M et al. · archived
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A taxonomy of driving errors and violations: Evidence from the naturalistic driving study ↗ · 2020 · Khattak, Asad J. et al. · indexed
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Volume 1: Urban Driver Mental Frameworks and Implications · 2023 · Eluru, Naveen et al. · archived
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Perceiving Accident Risks of Urban Naturalistic Driving Environments ↗ · 2024 · Wu, Na et al. · indexed
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Developing a Taxonomy of Human Errors and Violations That Lead to Crashes · 2019 · Khattak, Asad et al. · archived
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Examining Heterogeneity of Driver Behavior with Temporal and Spatial Factors ↗ · 2013 · Ellison, Adrian B. et al. · indexed
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Combined Behavioral and Engineering Approach to Preventing Highway Fatalities · 2022 · Blandford, Benjamin et al. · archived
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Characteristics of Crashes Caused by Distracted Driving on Rural and Suburban Roadways in Jordan ↗ · 2021 · Al-Rousan, Taleb et al. · indexed
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Factors associated with traffic crashes on urban freeways ↗ · 2020 · Kassu, Aschalew et al. · indexed
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Effects of Urban Street Environment on Operating Speeds · 2008 · Dixon, Karen K. et al. · archived
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The role of exposure in comparisons of crash risk among different drivers and driving environments∗ ↗ · 1993 · Chipman, Mary L. et al. · indexed
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Analysis of driver injury severity in single-vehicle crashes on rural and urban roadways ↗ · 2016 · Wu, Qiong et al. · indexed
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Safe Streets, Livable Streets · 2005 · Dumbaugh, Eric et al. · archived
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Investigation of Rural Roadway Departures · 2022 · Burbidge, Shaunna K. et al. · archived
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Influence of Risky Driving Behavior and Road Section Type on Urban Expressway Driving Safety ↗ · 2022 · Xian, Huacai et al. · indexed
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Analysis of Different Groups of Drivers and Their Related Driving Behaviour in Urban Areas ↗ · 2011 · Losa, Massimo et al. · indexed
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Driving Environments That Influence On-Road Outcomes of Persons With Multiple Sclerosis (MS) ↗ · 2020 · Krasniuk, Sarah et al. · indexed
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Connected and automated driving: consideration of the local, spatial context and spatial differentiation ↗ · 2023 · Bruck, Emilia M. et al. · indexed
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Factors Contributing to the Relationship between Driving Mileage and Crash Frequency of Older Drivers ↗ · 2019 · Lee, Dongkwan et al. · indexed
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Characterization of Motorcyclist Aggressive Driving Behavior in Urban and Suburban Environments: A Case Study of a Single Motorcyclist. ↗ · 2026 · Mendes L et al. · indexed
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Comparing Real-World Behaviors of Drivers With High versus Low Rates of Crashes and Near-Crashes ↗ · 2009 · Klauer, S. G. et al. · indexed
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Impact of Driver, Vehicle, and Environment on Rural Road Crash Rate ↗ · 2022 · Tajnik, Suzana et al. · indexed
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Identifying Mental Frameworks Underlying Driver Behavior in Urban Contexts [Summary] · 2024 · Carver, DeWayne et al. · archived
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Driver-pedestrian interaction under different road environments ↗ · 2017 · Bella, Francesco et al. · indexed
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Motivations for Speeding - Additional Data Analysis · 2016 · Richard, Christian M. et al. · archived
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Factors influencing visual search in complex driving environments. · 2016 · Hunter, Michael P. et al. · archived
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Examining the effects of texting, web surfing, and navigating apps on urban driving behavior and crash risk · 2025 · Oikonomou, Maria G. et al. · archived
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Spatial analysis of Honolulu motor vehicle crashes: I. Spatial patterns ↗ · 1995 · Levine, Ned et al. · indexed
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Crashes and near-crashes on horizontal curves along rural two-lane highways: Analysis of naturalistic driving data ↗ · 2017 · Wang, Bo et al. · indexed
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The Interrelationships between Speed Limits, Geometry, and Driver Behavior · 2018 · Savolainen, Peter T. et al. · archived
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Exploring the relationships between drivers’ familiarity and two-lane rural road accidents. A multi-level study ↗ · 2017 · Intini, Paolo et al. · indexed
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Comparison between the risks in road safety behaviour in urban and rural areas in Latvia in 2016 · 2019 · Bukova-Zideluna, Aija et al. · archived
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A machine learning approach to understanding the road and traffic environments of crashes involving driver distraction and inattention (DDI) on rural multilane highways ↗ · 2025 · Yang, Chenxuan et al. · indexed
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Comprehensive Review of Driver Behaviour Studies in Traffic Safety Research · 2026 · rapri, Priyanka · archived
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Traffic Crash Modeling and Driver Behavior Analysis on Mountainous Highways in China ↗ · 2014 · Chen, Ying · indexed
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Factors Influencing Operating Speeds and Safety on Rural and Suburban Roads · 2015 · Boodlal, Leverson et al. · archived
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Investigating Car Users’ Driving Behaviour through Speed Analysis · 2017 · Eboli, Laura et al. · archived
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The difference in quasi-induced exposure to crashes involving various hazardous driving actions · 2023 · Zhang, Guopeng et al. · archived
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Factors Associated with Human-Controlled Motor Vehicle Fatal Crashes in Urban Area Using Fatality Ratio · 2025 · Akuh, Raymond et al. · archived
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Motivations for Speeding - Additional Data Analysis [Traffic Tech] · 2016 · NHTSA · archived
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Brazilian Road Traffic Fatalities: A Spatial and Environmental Analysis · 2014 · de Andrade, Luciano et al. · archived
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Resilient road safety modeling through spatially disaggregated explainable AI. · 2026 · Ye H et al. · archived
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Analysis of the Structure of Driver Maneuvers in Different Road Conditions ↗ · 2022 · Jurecki, Rafał et al. · indexed
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Evaluation of association between observed driving speeds and the occurrence of crashes using naturalistic driving study data ↗ · 2026 · Ivan, John N. et al. · indexed
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Highway safety issues of older drivers in Kansas : final report. · 2009 · Dissanayake, Sunanda et al. · archived
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Generational Perspective on Teen and Older Drivers on Traffic Safety in Rural and Urban Communities · 2008 · Manser, Michael P. et al. · archived
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Effects of the road environment on the development of driver sleepiness in young male drivers ↗ · 2018 · Ahlström, Christer et al. · indexed
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370 An empirical analysis of driving patterns on horizontal curves using trajectory data ↗ · 2024 · Bharat Kumar Anna, VA et al. · indexed
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Traffic safety and the rural road environment: Assessing the impact of combined roadway conditions on crash incidence ↗ · 2022 · Ambunda, R et al. · indexed
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Driving behavior differences between crash-involved and crash-not-involved drivers using urban traffic surveillance data ↗ · 2016 · Hongxin, Chen et al. · indexed
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Analysis of SHRP2 Speeding Data · 2020 · Richard, Christian M. et al. · archived
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Data mining the Kansas traffic-crash database : final report. · 2009 · Najjar, Yacoub M. et al. · archived
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Evaluation of driving behavior on rural 2-lane curves using the SHRP 2 naturalistic driving study data ↗ · 2015 · Hallmark, Shauna L. et al. · indexed
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PATTERNS OF ROAD USE AND PERCEPTIONS OF DRIVING RISK BY NEW ZEALAND DRIVERS ↗ · 2003 · Charlton, Samuel G. et al. · indexed
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Highway Safety Culture Assessment through Louisiana’s Regions [Summary] · 2023 · Schneider, Helmut et al. · archived
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Finding strategies to improve pedestrian safety in rural areas · 2001 · Ivan, John N. et al. · archived
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Effects of roadway factors and demographic characteristics on drivers’ perceived complexity of simulated roadway videos ↗ · 2018 · Shaw, F. Atiyya et al. · indexed
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Naturalistic Driving Database Development and Analysis of Crash and near-Crash Traffic Events in Honolulu · 2021 · Prevedouros, Panos D et al. · archived
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Variations in Driver Behavior: An Analysis of Car-Following Behavior Heterogeneity as a Function of Road Type and Traffic Condition · 2017 · Berthaume, Andrew et al. · archived
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The Potential Impact of Driving Cessation for Rural and Urban Older Adults: AAA LongROAD Study · 2019 · AAA Foundation for Traffic Safety · archived
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Alcohol-impaired driving in rural and urban road environments: Effect on speeding behaviour and crash probabilities ↗ · 2020 · Yadav, Ankit Kumar et al. · indexed
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Multilevel analysis of urban form and road safety: An application for developing-country cities ↗ · 2026 · Barrera-Jimenez, Humberto · indexed
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An analysis of influential factors associated with rural crashes in a developing country: A case study of Iran · 2022 · Sheykhfard, Abbas et al. · archived
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Motivations for Speeding [Traffic Tech] · 2012 · NHTSA · archived
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A Methodology for Evaluating Driving Styles in Various Road Conditions ↗ · 2021 · Jurecki, Rafał S. et al. · indexed
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Incorporating systems thinking approach in a multilevel framework for human-centered crash analysis ↗ · 2019 · Adanu, Emmanuel Kofi et al. · indexed
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Comparison of contributing factors for injury severity of large truck drivers in run-off-road crashes on rural and urban roadways: Accounting for unobserved heterogeneity ↗ · 2020 · Al-Bdairi, Nabeel Saleem Saad et al. · indexed
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Variation in drivers' cognitive load. Effects of driving through village areas and rural junctions · 1991 · Harms, Lisbeth · archived
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Statistical Analysis of Vehicle Crashes in Mississippi Based on Crash Data from 2010 to 2014 · 2017 · Wang, Feng et al. · archived
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Effect of road layout and road environment on driving performance, drivers' physiology and road appreciation ↗ · 1995 · WAARD, DICK DE et al. · indexed
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A Context-sensitive Street Classification Framework for Speed Limit Setting · 2024 · Griswold, Julia B et al. · archived
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The effects of on-street parking and road environment visual complexity on travel speed and reaction time ↗ · 2012 · Edquist, Jessica et al. · indexed
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Assessment of Factors Influencing Drivers’ Speeding Behaviour in Calabar Metropolis ↗ · 2025 · Etika, Anderson A. et al. · indexed
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Characterizing Cultural Differences in Naturalistic Driving Interactions ↗ · 2024 · DiPirro, Rachel et al. · indexed
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Exploratory analysis of automated vehicle crashes in California: A text analytics & hierarchical Bayesian heterogeneity-based approach ↗ · 2019 · Boggs, A. et al. · indexed
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Exploring Factors Influencing Speeding on Rural Roads: A Multivariable Approach · 2024 · Ferko, Marija et al. · archived
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Investigating speed-safety association: Considering the unobserved heterogeneity and human factors mediation effects ↗ · 2023 · Nassiri, Habibollah et al. · indexed
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Effects of road infrastructure and traffic complexity in speed adaptation behaviour of distracted drivers ↗ · 2017 · Oviedo-Trespalacios, Oscar et al. · indexed
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Fatigue and Stress Due to Prolonged Driving and Changing Task Demands ↗ · 1977 · Riemersma, Johan B. J. et al. · indexed
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Impact of driving style, behaviour and anger on crash involvement among Iranian intercity bus drivers ↗ · 2022 · Karimi, Sajjad et al. · indexed
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Rural and urban fatal pedestrian crashes among United States American Indians and Alaskan Natives. ↗ · 2003 · LaValley, Jonathon et al. · indexed
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Impact of Travel Patterns and Driving Behavior on Crash Involvement · 1983 · Benson, Stephen D. · archived
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RETRACTED ARTICLE: Environmental factors affecting the frequency of road traffic accidents: a case study of sub-urban area of Pakistan ↗ · 2019 · Hammad, Hafiz Mohkum et al. · indexed
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Reducing energy use and emissions through innovative technologies and community designs. · 2016 · Khattak, Asad J. et al. · archived
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Longitudinal driving behaviour on different roadway categories: an instrumented‐vehicle experiment, data collection and case study in China ↗ · 2015 · Wang, Jianqiang et al. · indexed
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A Driving Simulator Evaluation of Cross-Sectional Design Elements and the Resulting Driving Behaviors · 2017 · Gongalla, Bhavana et al. · archived
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The impact of target speed on pedestrian, bike, and speeding crash frequencies ↗ · 2023 · Mahmoud, Nada et al. · indexed
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Creating Pedestrian Crash Scenarios in a Driving Simulator Environment ↗ · 2015 · Chrysler, Susan T. et al. · indexed
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Difference in rural and urban driver-injury severities in highway–rail grade crossing accidents ↗ · 2015 · Hao, Wei et al. · indexed
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Accidents on Main Rural Highways Related to Speed, Driver, and Vehicle · 1964 · Solomon, David · archived
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Application of the Induced Exposure Method to Compare Risks of Traffic Crashes among Different Types of Drivers under Different Environmental Conditions ↗ · 2001 · Redondo-Calderon, J. L. · indexed
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Community design and the incidence of crashes involving pedestrians and motorists aged 75 and older. · 2012 · Dumbaugh, Eric et al. · archived
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Driving Domain Classification Based on Kernel Density Estimation of Urban Land Use and Road Network Scaling Models ↗ · 2024 · Brandes, Gerrit et al. · indexed
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Driver behavior analysis on rural 2-lane, 2-way highways using SHRP 2 NDS data ↗ · 2018 · Wu, Jianqing et al. · indexed
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ASSESSING THE IMPACT OF ROADWAY CHARACTERISTICS ON OLDER DRIVERS USING NATURALISTIC DRIVING DATA ↗ · 2018 · Wang, S et al. · indexed
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The Association between Road Characteristics and Risky Driving Behaviors Based on Naturalistic Driving Data ↗ · 2024 · Yue, Quansheng et al. · indexed
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Traffic safety climate factors in explaining driving behaviours and traffic crash involvement: comparative study among male and female drivers · 2022 · Atombo, Charles et al. · archived
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Developing Eco-Driving Strategies considering City Characteristics · 2020 · Coloma, Juan Francisco et al. · archived
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Identifying Highly Correlated Variables Relating to the Potential Causes of Reportable Wisconsin Traffic Crashes · 2019 · Qin, Xiao et al. · archived
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Linking built environments and pre-crash pedestrian behaviors: A Safe Systems approach to crash severity ↗ · 2026 · Park, Shinah et al. · indexed
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Motivations for Speeding, Volume I: Summary Report · 2012 · Richard, Christian M. et al. · archived
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Traffic Safety Climate Factors in Explaining Driving Behaviours and Traffic Crash Involvement: Comparative Study Among Male and Female Drivers · 2022 · Atombo, Charles et al. · archived
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USRAP Pilot Program Phase III · 2010 · AAA Foundation for Traffic Safety · archived
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Street Racing: Prevalence, Participation, and Public Concern · 2026 · AAA Foundation for Traffic Safety · archived
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Human Behavioral Factors Influencing Speeding on a High-Risk Inter-Urban Corridor in Nigeria: Evidence for Policy Reform within a Safe System Framework ↗ · 2026 · Owonibi, Sunday et al. · indexed
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A context-sensitive roadway classification framework for speed limit setting in the US · 2025 · Hsu, Cheng-Kai et al. · archived
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Impact of Road Environment on Occurrence and Injury Severity in Hit-And-Run Crash · 2023 · Wei, Bai · archived
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Macrolevel Traffic Safety Longitudinal Comparison in Shanghai, China ↗ · 2021 · Yang, Minming et al. · indexed
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Examining spatial heterogeneity in built environment and climate factors affecting motorcycle crashes. ↗ · 2026 · Li, Y et al. · indexed
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Driver speed selection and crash risk: Insights from the naturalistic driving study ↗ · 2017 · Hamzeie, Raha et al. · indexed
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Motivations for Speeding, Volume II: Findings Report · 2013 · Richard, Christian M. et al. · archived
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Engineering Countermeasures to Mitigate Reckless Driving Behavior · 2025 · Guler, S. Ilgin et al. · archived
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A simulator study of driving behavior and mental workload in mixed-use arterial road environments ↗ · 2019 · O’Hern, Steve et al. · indexed
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Aggressive driving in ride-hailing: Work hours and road conditions ↗ · 2025 · Lee, Eun Hak et al. · indexed
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Task acceptability and workload of driving city streets, rural roads, and expressways : ratings from video clips. · 2007 · Schweitzer, Jason et al. · archived
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Assessing autonomous driving performance and environmental influencing factors using real-world operational trajectory data ↗ · 2026 · Yang, Han et al. · indexed
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Monotonous Driving Environment along Highway and Driver Behaviour in Malaysia: A Review · 2021 · Zainon, M. et al. · archived
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Examining the crash severity on divided rural multilane highway segments using multilevel ordinal logistic models ↗ · 2019 · Peng, Yichuan et al. · indexed
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Driving with Influence: Exploring Crash Factors of Automated Systems in Different Roadway Contexts ↗ · 2026 · Astle, W. Abram et al. · indexed
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Contextualizing Naturalistic Driving Data in a Rural State Among Drivers With and Without Obstructive Sleep Apnea ↗ · 2017 · Dawson, Jeffrey D et al. · indexed
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Characterisation of motorway driving style using naturalistic driving data ↗ · 2020 · Itkonen, Teemu H. et al. · indexed
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Modeling Vehicle Collision Injury Severity Involving Distracted Driving: Assessing the Effects of Land Use and Built Environment ↗ · 2019 · Fatmi, Mahmudur Rahman et al. · indexed
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Assessment of the Impact of Namibian Rural Road Characteristics on Crash Incidence · 2020 · Ambunda, Robert et al. · archived
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A stated-preference study of the willingness-to-pay to reduce traffic risk in urban vs. rural roads · 2013 · Antoniou, Constantinos · archived
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Exploring the Influence of Driving Context on Lateral Driving Style Preferences: A Simulator-Based Study · 2025 · Haselberger, Johann et al. · archived
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Effects of Urban Characteristics on Traffic Accidents · 2025 · Al-Masaeid, Hashem R. et al. · archived
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Method for Modeling Lane-Based Driving Discipline of Drivers on Divided Multilane Urban Roads ↗ · 2021 · Aydın, Metin Mutlu · indexed
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Driver Attention And The Built Environment Initial, Findings From A Naturalistic Driving Study ↗ · 2021 · Tice, Patricia et al. · indexed
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Urban Sprawl as a Risk Factor in Motor Vehicle Occupant and Pedestrian Fatalities · 2015 · Ewing, Reid et al. · archived
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The study design of UDRIVE: the naturalistic driving study across Europe for cars, trucks and scooters · 2016 · Barnard, Yvonne et al. · archived
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Older Driver Crash Rates in Relation to Type and Quantity of Travel ↗ · 2004 · KEALL, MICHAEL D. et al. · indexed
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Naturalistic Driving Data Baseline for Automated Driving System-Equipped Commercial Motor Vehicles · 2021 · Krum, Andrew et al. · archived
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Analysis of Single-Vehicle Roadway Departure Crashes on Rural Curved Segments Accounting for Unobserved Heterogeneity ↗ · 2020 · Islam, Mouyid et al. · indexed
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Big Data-Based Driving Pattern Clustering and Evaluation in Combination with Driving Circumstances ↗ · 2018 · Si, Lulu et al. · indexed
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Using Naturalistic Driving Data to Develop a Typology of Speeding Episodes ↗ · 2017 · Richard, Christian M. et al. · indexed
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Uncovering the association between traffic crashes and street-level built-environment features using street view images ↗ · 2023 · Hu, Sheng et al. · indexed
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A comparative injury severity analysis of motorcycle at-fault crashes on rural and urban roadways in Alabama ↗ · 2017 · Islam, Samantha et al. · indexed
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Risk Factors Associated with Crash Severity on Low-Volume Rural Roads in Denmark ↗ · 2013 · Prato, Carlo Giacomo et al. · indexed
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Demographic factors and traffic crashes. Part 1, descriptive statistics and models · 1998 · Aty, M. A. et al. · archived
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Can infrastructure improvements mitigate unsafe traffic safety culture: A driving simulator study exploring cross cultural differences · 2020 · Uzondu, Chinebuli et al. · archived
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Physical Fitness and Highway Driving Performance: Evidence from a Driving Simulator Study of Young Drivers ↗ · 2026 · Sekadakis, Marios et al. · indexed
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Investigating the Role of Roadway Environment in Driving Errors ↗ · 2011 · Salmon, Paul M. et al. · indexed
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Understanding the Factors Associated with the Temporal Variability in Crash Severity before, during, and after the COVID-19 Shelter-in-Place Order ↗ · 2022 · Adanu, Emmanuel Kofi et al. · indexed
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How Travel Purpose Interacts with Predictors of Individual Driving Behavior in Greater Montreal · 2020 · DeWeese, James et al. · archived
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The role of control in risk perception on rural roads · 2020 · Starkey, Nicola J. et al. · archived
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Probing into Driver Speeding Patterns and Their Influence on Child Occupancy in Urban Areas ↗ · 2023 · Das, Subasish · indexed
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Impact of driving context on stochastic driver-behavior model: Quantitative analysis of car following task ↗ · 2012 · Angkititrakul, Pongtep et al. · indexed
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Analysis of roadway departure crashes on two-lane rural roads in Texas. · 2011 · Lord, Dominique et al. · archived
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Differences in Near-Crash Risk by Types of Distraction: A Comparison of Trends between Freeways and Two-Lane Highways using Naturalistic Driving Data ↗ · 2022 · Bamney, Anshu et al. · indexed
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Design Factors That Affect Driver Speed on Suburban Streets ↗ · 2001 · Fitzpatrick, Kay et al. · indexed
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The comparison of regional and urban transit bus driver distraction ↗ · 2014 · D’Souza, K. A. et al. · indexed
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Characterizing phone usage while driving: Safety impact from road and operational perspectives using factor analysis ↗ · 2021 · Das, Subasish · indexed
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Exploring Driving Style Variations When Driving in Work Zone: A Driving Simulation Study ↗ · 2024 · Wang, Ze et al. · indexed
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Examining Hotspots of Traffic Collisions and their Spatial Relationships with Land Use: A GIS-Based Geographically Weighted Regression Approach for Dammam, Saudi Arabia ↗ · 2020 · Rahman, Muhammad Tauhidur et al. · indexed
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Drivers’ Response to Scenarios when Driving Connected and Automated Vehicles Compared to Vehicles with and without Driver Assist Technology · 2022 · Gouribhatla, Raghuveer et al. · archived
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Factors Affecting Accident Severity Inside and Outside Urban Areas in Greece ↗ · 2012 · Theofilatos, Athanasios et al. · indexed
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Traffic calming along rural highways crossing small urban communities: Driving simulator experiment ↗ · 2010 · Galante, Francesco et al. · indexed
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Transportation Safety Training in Rural Areas: An Exploration of Virtual Reality and Driving Simulation in Driver Response and Awareness · 2023 · Long, Suzanna K et al. · archived
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Modeling the Impact of Driving Styles on Crash Severity Level Using SHRP 2 Naturalistic Driving Data ↗ · 2022 · Chen, Kuan-Ting et al. · indexed
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Spatial analysis of harsh driving behavior events in urban networks using high-resolution smartphone and geometric data ↗ · 2021 · Ziakopoulos, Apostolos · indexed
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Comparison of Factors Associated With Run-Off-Road and Non-Run-Off-Road Crashes in Kansas · 2012 · Roy, Uttara et al. · archived
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State-of-the-art review on sustainable driving behavior: trade-offs between road safety, fuel consumption and emissions ↗ · 2026 · Petraki, Virginia et al. · indexed
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Situational Action Theory to Understand Risky Driving Behaviours in Beach Environments · 2024 · Anderson, Levi et al. · archived
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Usage Guidelines of SHRP 2 Naturalistic Driving Study Data for Nevada · 2016 · Xu, Hao et al. · archived
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Effect of daily car-following behaviors on urban roadway rear-end crashes and near-crashes: A naturalistic driving study ↗ · 2021 · Wang, Xuesong et al. · indexed
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City and rural driving performance in healthy controls, MCI, and AD patients: preliminary results from a driving simulation experiment with the use of distraction (P6.183) ↗ · 2015 · Economou, Alexandra et al. · indexed
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Development of Safety Screening Tool for High Risk Rural Roads in South Dakota · 2011 · Qin, X. et al. · archived
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Operating-Speed Model for Low-Speed Urban Tangent Streets Based on In-Vehicle Global Positioning System Data ↗ · 2006 · Wang, Jun et al. · indexed
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A spatial autocorrelation analysis of road traffic crash by severity using Moran’s I spatial statistics: A comparative study of Addis Ababa and Berlin cities ↗ · 2024 · Gedamu, Wondwossen Taddesse et al. · indexed
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Research Utilizing SHRP2 Data to Improve Highway Safety: Development of Speed—Safety Relationships · 2020 · Hutton, Jessica M. et al. · archived
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Subjective responses of mental workload during real time driving: A pilot field study ↗ · 2017 · Rahman, N I A et al. · indexed
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Spatio-temporal analysis of road traffic crashes by severity ↗ · 2025 · Gedamu, Wondwossen Taddesse et al. · indexed
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Objectively Derived and Self-Reported Measures of Driving Exposure and Patterns Among Older Adults: AAA LongROAD Study · 2019 · AAA Foundation for Traffic Safety · archived
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The Impacts of the Multiscale Built Environment on Commuting Mode Choice: Spatial Heterogeneity, Moderating Effects, and Implications for Demand Estimation ↗ · 2023 · Jian, Wenliang et al. · indexed
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Exploration of the SHRP2 naturalistic driving study data to identify factors related to the selection of freeway ramp design speed. · 2017 · Brewer, Marcus A. et al. · archived
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National Survey of Speeding and Other Unsafe Driving Actions. Volume 2, Driver Attitudes and Behavior · 1998 · Boyle, John M., 1947- et al. · archived
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Epidemiology of pedestrian–MVCs by road type in Cluj, Romania ↗ · 2015 · Hamann, Cara et al. · indexed
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Holistically Identifying Road Complexity and Relating It to Fatal Crashes · 2025 · Wang, Meng et al. · archived
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Route Familiarity in Road Safety: Speed Choice and Risk Perception Based on a On-Road Study ↗ · 2015 · Colonna, Pasquale et al. · indexed
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Identifying Optimal High-Risk Driver Segments for Safety Messaging ↗ · 2015 · Eguakun, George et al. · indexed
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Exploring rainfall impacts on the crash risk on Texas roadways: A crash-based matched-pairs analysis approach ↗ · 2018 · Omranian, Ehsan et al. · indexed
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Typical patterns in road-traffic accidents during driver training ↗ · 2004 · Berg, Hans-Yngve et al. · indexed
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An analysis on older driver's driving behavior by GPS tracking data: Road selection, left/right turn, and driving speed ↗ · 2018 · Zhao, Yanning et al. · indexed
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Crash analysis of mountainous freeways with high bridge and tunnel ratios using road scenario-based discretization. · 2020 · Sun, Zongyuan et al. · archived
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Does familiarity breed competence or contempt? Effects of driver experience, road type and familiarity on hazard perception ↗ · 2019 · Beanland, Vanessa et al. · indexed
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Macro-Level Modeling of Urban Transportation Safety: Case-Study of Mashhad (Iran) · 2017 · Mohammadi, Mehdi et al. · archived
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Behavior Analysis of Traffic Accidents with High Fidelity Driving Simulator · 2009 · Yang, Fan et al. · archived
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A Clustering Analysis of Lebanese Adaptive Driving Behaviors in Response to Road Complexity ↗ · 2024 · Kobeissy, Farah et al. · indexed
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The Relationship between Sensation Seeking and Speed Choice in Road Environments with Different Levels of Risk ↗ · 2019 · Louw, Tyron et al. · indexed
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Quantifying visual road environment to establish a speeding prediction model: An examination using naturalistic driving data ↗ · 2019 · Yu, Bo et al. · indexed
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A Study on Driving Performance Along Horizontal Curves of Rural Roads · 2014 · Calvi, Alessandro · archived
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Understanding Driving Behaviors and Traffic Crashes among University Commuter Drivers ↗ · 2025 · Alshehri, Abdulaziz H. · indexed
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Analysis of the impact of nighttime driving to drivers’ behavior in rural roads through a driving simulator experiment · 2020 · Pavlou, Dimosthenis et al. · archived
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Considering Traffic and Roadway Context in Driver Behavior Assessments ↗ · 2016 · Liang, Yulan et al. · indexed
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Macrolevel Model Development for Safety Assessment of Road Network Structures ↗ · 2012 · Wang, Xuesong et al. · indexed
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Evaluating the Relationship between Operating Speed and Collision Frequency of Rural Multilane Highways Based on Geometric and Roadside Features · 2018 · Mehrabani, Behzad Bamdad et al. · archived
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Identification of Specific Problems and Countermeasures Targets for Reducing Alcohol Related Casualties [1978] · 1978 · Perchonok, Kenneth · archived
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Early driving experience and influence on risk perception in young rural people ↗ · 2012 · Knight, Patricia J. et al. · indexed
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Pedestrian at-fault crashes on rural and urban roadways in Alabama ↗ · 2014 · Islam, Samantha et al. · indexed
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Analysis of Driver’s Socioeconomic Characteristics Relating to Speeding Behavior and Crash Involvement: A Case Study in Lahore ↗ · 2022 · Javid, Muhammad Ashraf et al. · indexed
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A simulator study on the impact of traffic calming measures in urban areas on driving behavior and workload ↗ · 2013 · Ariën, Caroline et al. · indexed
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Combined impact of road and traffic characteristic on driver behavior using smartphone sensor data ↗ · 2020 · Petraki, Virginia et al. · indexed
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Women drivers' behavior in well-known versus less familiar locations ↗ · 2007 · Rosenbloom, Tova et al. · indexed
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Nighttime Speed Negotiation on Rural Road S-Shaped Curves: Discussion of an Experimental Case-Study ↗ · 2009 · Pasetto, Marco et al. · indexed
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Traffic Fatalities on Urban Roads and Streets in Relation to Speed Limits and Speeding, United States, 2010–2019 · 2022 · AAA Foundation for Traffic Safety · archived
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Understanding the Factors That Are Associated with Motorcycle Crash Severity in Rural and Urban Areas of Ghana ↗ · 2021 · Agyemang, William et al. · indexed
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Driver behavior on road work zones: a systematic review · 2023 · Silveira, Renato Luiz et al. · archived
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Age-Related Differences in Motor-Vehicle Crash Severity in California ↗ · 2019 · Adebisi, Adekunle et al. · indexed
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Unlicensed Driving Among Urban and Rural Māori Drivers: New Zealand Drivers Study ↗ · 2009 · McDowell, Anna et al. · indexed
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HumanFIRST Driving Simulation Educational Development · 2019 · Morris, Nichole L. et al. · archived
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Correlating driving behavior with safety performance: from the heart to the pedals with a driving simulator ↗ · 2023 · Reis, Diogo et al. · indexed
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Effects of Environmental Lighting Conditions on Operating Speeds on Urban Arterials ↗ · 2012 · Bassani, Marco et al. · indexed
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Vehicle ownership and other predictors of teenagers risky driving behavior: Evidence from a naturalistic driving study ↗ · 2018 · Gershon, Pnina et al. · indexed
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Speed, speed variation and crash relationships for urban arterials ↗ · 2018 · Wang, Xuesong et al. · indexed
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Explaining two-lane highway crash rates using land use and hourly exposure ↗ · 2000 · Ivan, John N. et al. · indexed
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Mind wandering during everyday driving: An on-road study ↗ · 2019 · Burdett, Bridget R.D. et al. · indexed
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DEVELOPMENT OF TEST SCENARIOS FOR OFF-ROADWAY CRASH COUNTERMEASURES BASED ON CRASH STATISTICS ↗ · 2002 · Najm, Wassim G et al. · indexed
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Driver performance and behavior in adverse weather conditions : an investigation using the SHRP2 naturalistic driving study data—phase 1. · 2015 · Ahmed, Mohamed M. et al. · archived
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Analysis of severe and non-severe traffic crashes on wet and dry highways ↗ · 2019 · Kassu, Aschalew et al. · indexed
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Evaluating the relationship between the driver and roadway to address rural intersection safety using the SHRP 2 naturalistic driving study data. · 2016 · Oneyear, Nicole et al. · archived
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Female and male driving behaviour on Swedish urban roads and streets ↗ · 2006 · Aronsson, K F et al. · indexed
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Identifying urban features for vulnerable road user safety in Europe · 2022 · Klanjčić, Marina et al. · archived
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Similarities and Differences in the Determinants of Trips Outdoors Performed by UK Urban- and Rural-Living Older Adults · 2015 · de Koning, Jolanthe L. et al. · archived
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Evaluating the road safety effects of a fuel cost increase measure by means of zonal crash prediction modeling · 2013 · Pirdavani, Ali et al. · archived
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Spatial Variation in Road Pedestrian Casualties: The Role of Urban Scale, Density and Land-use Mix ↗ · 2003 · Graham, Daniel J. et al. · indexed
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Naturalistic driving analysis of situational, behavioral, and psychosocial determinants of speeding ↗ · 2024 · Payyanadan, Rashmi et al. · indexed
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Passing Zone Behavior and Sight Distance on Rural Highways: Evaluation of Crash Risk and Safety under Different Geometric Conditions · 2018 · Belz, Nathan et al. · archived
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Identifying urban features for vulnerable road user safety in Europe · 2021 · Klanjčić, Marina et al. · archived
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Quantitative Indicator of Driving Risk Based on Improved Driving Safety Field ↗ · 2021 · Wen, Huiying et al. · indexed
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Analyzing roadway factors influencing the severity of non-motorized road users' crashes in Charlotte, North Carolina, USA ↗ · 2026 · Abdous, Fatemeh et al. · indexed
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A Sustainable Approach to How Roadway Recognition Affects Drivers’ Speed Choice ↗ · 2024 · Ribeiro, Ruy Santos et al. · indexed
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Driver behavior indices from large-scale fleet telematics data as surrogate safety measures ↗ · 2023 · Alrassy, Patrick et al. · indexed
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Anticipatory guidance provision related to driving safety/cessation for older drivers : a rural-urban comparison. · 2014 · Huseth, Andrea · archived
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Analysis of driving behavior on sharp curves based on latent class model ↗ · 2024 · Delin, Li et al. · indexed
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Developing a Driver-Centric Roadway Classification System with Multidimensional Scaling ↗ · 2011 · Balk, Stacy et al. · indexed
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Effects of local urban characteristics and driving behaviour on injuries among pedestrians and cyclists in Malta · 2025 · Attard, Maria et al. · archived
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You look familiar: Learner driver hazard identification on familiar and unfamiliar roads ↗ · 2019 · Wynne, Rachael A. et al. · indexed
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Understanding the influence of environmental factors on driver speed: A structural equation modeling analysis ↗ · 2024 · Das, Subasish · indexed
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Exploring Naturalistic Driving Study (NDS) Data and Roadway Information Database (RID) for Emerging Applications in Traffic Safety · 2016 · Ishak, Sherif et al. · archived
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Understanding speeding behavior from naturalistic driving data: Applying classification based association rule mining · 2020 · Das, Subasish · archived
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Patterns of near-crash events in a naturalistic driving dataset: Applying rules mining · 2021 · Das, Subasish · archived
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Contributing Factors to Lane Departure Crashes: A Data-Driven Multi-Scale Identification Approach Leveraging Heterogeneous Data ↗ · 2026 · Wang, Shuyi et al. · indexed
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Local and Rural Road Safety Briefing Sheets - Behavioral Safety Strategies for Drivers on Rural Roads · 2014 · NHTSA · archived
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Safety Assessment of New England Roadways During the COVID-19 Pandemic · 2023 · Shirazi, Mohammadali et al. · archived
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Change detection in urban and rural driving scenes: Effects of target type and safety relevance on change blindness ↗ · 2017 · Beanland, Vanessa et al. · indexed
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Driver Workload Mutations Induced Road Analysis of Traffic Accidents in the Rural-Urban Continuum ↗ · 2011 · Li, Yan et al. · indexed
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County-Level Crash Risk Analysis in Florida: Bayesian Spatial Modeling ↗ · 2010 · Huang, Helai et al. · indexed
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Driving Style Analyses for Car-sharing Users Utilizing Low-frequency Trajectory Data ↗ · 2019 · Yu, Rongjie et al. · indexed
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Applying fractional split model to examine the effects of roadway geometric and traffic characteristics on speeding behavior · 2018 · Afghari, Amir Pooyan et al. · archived
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Impact assessment of professional drivers’ speed compliance and speed adaptation with posted speed limits in different driving environments and driving conditions ↗ · 2023 · Pawar, Nishant Mukund et al. · indexed
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Road user behaviour changes following a self-explaining roads intervention ↗ · 2012 · Mackie, Hamish W. et al. · indexed
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Exploring traffic safety climate with driving condition and driving behaviour: a random parameter structural equation model approach ↗ · 2021 · Xiao, Daiquan et al. · indexed
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Comparison of automated vehicle struck-from-behind crash rates with national rates using naturalistic data · 2021 · Goodall, Noah J. · archived
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Exploring Crowdsourced Hard—Acceleration and Braking Event Data for Evaluating Safety Performance of Low-Volume Rural Highways in Iowa · 2023 · Mahmud, Shoaib et al. · archived
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New models of road transport system · 2019 · Yedilbayev, Bauyrzhan et al. · archived
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Safety Performance Functions for Low-Volume Roads · 2011 · Dell’Acqua, Gianluca et al. · archived
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Road Accident Prediction Models and Influence of Traffic Flow, Road Length, Road Class, and Vehicle Class on Accidents ↗ · 2008 · Memon, Abdul Qadeer · indexed
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Road crashes in Adelaide metropolitan region, the consequences of COVID-19 ↗ · 2023 · Soltani, Ali et al. · indexed
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Investigating the Effect of Subsistence Opportunities on Motor Vehicle Crash Frequency in Alaska · 2025 · Belz, Nathan P. · archived
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Space-time analysis of accident frequency and the role of built environment in mitigation ↗ · 2024 · Soltani, Alì et al. · indexed
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Safety First: Safety Precautions on a Rural Road · 2005 · Lewis, Sherman et al. · archived
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Impact of cognitive impairment on driving behaviour and route choices of older drivers: a real-world driving study · 2024 · Derafshi, Reihaneh et al. · archived
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An Exploratory Analysis of Curve Trajectories on Two-Lane Rural Highways ↗ · 2018 · Mauriello, Filomena et al. · indexed
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Multi-source enriched driving behavior models A driving simulator case study in Germany ↗ · 2025 · Al Haddad, Christelle et al. · indexed
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Gendered Analysis of Fatal Crashes among Young Drivers in Alabama, USA ↗ · 2018 · Adanu, Emmanuel Kofi et al. · indexed
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Risk assessment of underground road accidents based on driver behavior preferences ↗ · 2024 · Ou, Jianling et al. · indexed
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GIS Mapping of Driving Behavior Based on Naturalistic Driving Data · 2019 · Balsa-Barreiro, José et al. · archived
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Factors influencing injury severity of motor vehicle–crossing pedestrian crashes in rural Connecticut ↗ · 2003 · Zajac, Sylvia S. et al. · indexed
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Assessing the risk of pedestrian crossing behavior on suburban roads using structural equation model ↗ · 2024 · Kavianpour, Shahrbanoo et al. · indexed
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Analysis and methods of improvement of safety at high-speed rural intersections. · 2012 · Tarko, Andrew P. et al. · archived
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Evaluating adverse rural crash outcomes using the NHTSA State Data System ↗ · 2015 · Peura, Christine et al. · indexed
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Investigation on the Use of Urban Road Pricing as a Road Safety Intervention: A Discrete Choice Experiment ↗ · 2026 · Barrera-Jimenez, Humberto · indexed
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Combined influence of traffic conditions, driving behavior, and type of road on fuel consumption. Real driving data from Madrid Area ↗ · 2022 · Boggio-Marzet, Alessandra et al. · indexed
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Automated Vehicle Recommendations for Texas: A Study of Highway and Urban Operational Design Domains · 2023 · Chin, Kristie et al. · archived
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An Approach for the Selection and Description of Elements Used to Define Driving Scenarios · 2021 · Rao, Sughosh J. et al. · archived
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Accidents and Accessibility: Measuring Influences of Demographic and Land Use Variables in Honolulu, Hawaii ↗ · 2010 · Kim, Karl et al. · indexed
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Risk factors in urban road traffic accidents · 2006 · Vorko-Jović, Ariana et al. · archived
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Driving performance assessment: Effects of traffic accident location and alarm content ↗ · 2008 · Chang, Shun-Hui et al. · indexed
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Use of single vehicle collisions to model fatigue-related crashes on rural two-lane highways ↗ · 2021 · Lin, Xu · indexed
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Why do drivers exceed speed limits · 2013 · Yannis, George et al. · archived
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Investigating the effects of roadway design on driver behavior : applications for Minnesota highway design · 1999 · Scallen, S. et al. · archived
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Driver Injury Severity Resulting from Single-Vehicle Crashes along Horizontal Curves on Rural Two-Lane Highways ↗ · 2009 · Schneider, William H. et al. · indexed
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A Data-Driven Approach to Implementing Wrong-Way Driving Countermeasures · 2018 · Alluri, Priyanka et al. · archived
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Factors associated with crash severity on rural roadways in Wyoming ↗ · 2016 · Shinstine, Debbie S. et al. · indexed
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Driving style characteristics and user discomfort in urban automated driving: Insights from a context-based comfort dynamics analysis ↗ · 2026 · Hentschel, M. et al. · indexed
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Assessing School Travel Safety in Scotland: An Empirical Analysis of Injury Severities for Accidents in the School Commute ↗ · 2022 · Fountas, Grigorios et al. · indexed
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Using naturalistic driving data to better understand the driving exposure and patterns of older drivers ↗ · 2018 · Molnar, Lisa J. et al. · indexed
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Safety Culture Among Car Drivers and Motorcycle Riders in Norway and Greece: Examining the Influence of Nationality, Region, and Transport Mode · 2020 · Nævestad, Tor-Olav et al. · archived
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Analysis of SHRP2 Speeding Data [Traffic Tech] · 2020 · NHTSA · archived
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Influence of Roadside Infrastructure on Driving Behavior ↗ · 2007 · van der Horst, Richard et al. · indexed
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Young Driver Survey [Traffic Tech] · 2019 · NHTSA · archived
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Missouri Highway Safety Manual Recalibration [2018-01] · 2018 · Sun, Carlos et al. · archived
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The regional differences between countries in traffic safety: A cross-cultural study and Turkish Case ↗ · 2006 · Özkan, Türker · indexed
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Towards Instrumented Fingerprinting of Urban Traffic: A Novel Methodology using Distributed Mobile Point-of-View Cameras ↗ · 2024 · Franchi, Matt et al. · indexed
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Crash prediction model for two-lane rural highways in the Ashanti region of Ghana ↗ · 2011 · Ackaah, Williams et al. · indexed
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Accident risk of foreign drivers in various road environments ↗ · 2007 · Yannis, George et al. · indexed
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Uncovering variability in human driving behavior through automatic extraction of similar traffic scenes from large naturalistic datasets · 2022 · Abbink, David A. · archived
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Association of Michigan’s older adult crashes with roadway features : final report. · 2017 · Kwigizile, Valerian et al. · archived
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Experiencing moose and landscape while driving: A simulator and questionnaire study · 2015 · Antonson, Hans et al. · archived
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Mechanisms of Driver Decision‐Making in Informal Mixed Urban Traffic: A Naturalistic Study in Kinshasa (DRC) ↗ · 2026 · Mbula, Roméo Muselefu et al. · indexed
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Impacts of speed variations on freeway crashes by severity and vehicle type ↗ · 2018 · Choudhary, Pushpa et al. · indexed
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Uncovering Variability in Human Driving Behavior Through Automatic Extraction of Similar Traffic Scenes from Large Naturalistic Datasets · 2023 · Abbink, David A. · archived
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Analysis of Naturalistic Driving Events in Honolulu (Pre-COVID) ↗ · 2022 · Carneiro Pereira, Luana et al. · indexed
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Fatal Wrong-Way Crashes on Divided Highways, United States, 2014-2023 · 2026 · AAA Foundation for Traffic Safety · archived
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Driver's Behaviour Monitoring on Urban Roads of a Tier 2 City in India ↗ · 2015 · Mishra, Apoorva et al. · indexed
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Geographical variations in mortality and morbidity from road traffic accidents in England and Wales ↗ · 2007 · Jones, Andy et al. · indexed
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Types and characteristics of ramp-related motor vehicle crashes on urban interstate roadways in Northern Virginia ↗ · 2004 · McCartt, Anne T. et al. · indexed
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A cross-cultural analysis of driving styles for future autonomous vehicles ↗ · 2023 · Sun, Xu et al. · indexed
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Freeways’ Road Safety Analysis Through Accident Database and Human Behavior ↗ · 2025 · Brasile, Claudia et al. · indexed
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Investigating the Effect of Social and Cultural Factors on Drivers in Malaysia: A Naturalistic Driving Study ↗ · 2021 · Al-Hussein, Ward Ahmed et al. · indexed
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Effect of Built Environment Factors on Pedestrian Safety in Portuguese Urban Areas · 2021 · Barón, Leidy et al. · archived
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Structural equations modelling of drivers' speed selection using environmental, driver, and risk factors ↗ · 2017 · Sadia, Reut et al. · indexed
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Classification of Level 2 Driving Events Observed on Public Roads · 2021 · Rao, Sughosh J. et al. · archived
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Investigation of pedestrian crashes on two-way two-lane rural roads in Ethiopia · 2015 · Tulu, Getu Segni et al. · archived
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Quantifying the effect of roadway, driver, vehicle, and location characteristics on the frequency of longitudinal and lateral accelerations ↗ · 2021 · Ali, Gibran et al. · indexed
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Defining Contextual Variables Related to Seat Belt Use in Fatal Crashes · 2021 · Raymond, Paula et al. · archived
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Truck-involved crashes injury severity analysis for different lighting conditions on rural and urban roadways · 2017 · Uddin, Majbah et al. · archived
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Investigation on the role of traffic volume in accidents on urban highways ↗ · 2011 · Ayati, Esmaeel et al. · indexed
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Driving with intelligent vehicles: driving behaviour with Adaptive Cruise Control and the acceptance by individual drivers ↗ · 1999 · Hoedemaeker, D.M. · indexed
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Driving Sustainability: Analyzing Eco-Driving Efficiency Across Urban and Interurban Roads with Electric and Combustion Vehicles · 2025 · Miqdady, Tasneem et al. · archived
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Influence of Intersection Density on Risk Perception of Drivers in Rural Roadways: A Driving Simulator Study ↗ · 2022 · Basu, Samyajit et al. · indexed
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The effect of road tunnel environment on car following behaviour ↗ · 2014 · Yeung, Jian Sheng et al. · indexed
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Differences in street-scale built environment preferences towards biking: a latent class analysis of stated choice data · 2021 · Liu, Yanan et al. · archived
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You Can Go Your Own Way...But You Won't: Exploring Road Utilization in the Bay Area ↗ · 2013 · Semmens, Rob · indexed
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Safety Evaluation Index of Driving Environment of Mountain Highway Based on Cluster Analysis ↗ · 2011 · Wen, Huiying et al. · indexed
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Pattern of road traffic crash hot zones versus probable hot zones in Tunisia: A geospatial analysis ↗ · 2019 · Ouni, Fedy et al. · indexed
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Exploring the Influences of Point-of-Interest on Traffic Crashes during Weekdays and Weekends via Multi-Scale Geographically Weighted Regression ↗ · 2021 · Qu, Xinyu et al. · indexed
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Real-World Data-Driven Analysis of Environment- and Context-Dependent Driving Behavior ↗ · 2025 · Zink, Christian et al. · indexed
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Vehicle collisions analysis on highways based on multi-user driving simulator and multinomial logistic regression model on US highways in Michigan ↗ · 2022 · I. M. Almadi, Abdulla et al. · indexed
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Land Use and Mobility: a Synthesis of Findings and Policy Implications ↗ · 2003 · Meurs, H et al. · indexed
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Identifying critical urban traffic risks for autonomous vehicle crash severity ↗ · 2025 · Kim, Changhun et al. · indexed
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A Data-Driven Functional Classification of Urban Roadways Based on Geometric Design, Traffic Characteristics, and Land Use Features ↗ · 2022 · Mehdian, Mostafa et al. · indexed
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Urban Arterial Accident Prediction Models with Spatial Effects ↗ · 2009 · El‐Basyouny, Karim et al. · indexed
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Environmental correlates of physical activity in driving and non-driving rural Japanese women ↗ · 2009 · Kamada, Masamitsu et al. · indexed
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Road Type Classification of Driving Data Using Neural Networks ↗ · 2025 · Tollner, Dávid et al. · indexed
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Shifting Landscapes, Escalating Risks: How Land Use Conversion Shapes Long-Term Road Crash Outcomes in Melbourne ↗ · 2025 · Soltani, Ali et al. · indexed
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Assessing the impact of urban trip attraction centers on urban street safety using drone-derived traffic data ↗ · 2026 · Aali, Mahdi et al. · indexed
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Transportation Patterns of Adults With Travel-Limiting Disabilities in Rural and Urban America · 2022 · Myers, Andrew et al. · archived
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Ungulate vehicle collisions in a peri-urban environment: consequences of transportation infrastructures planned assuming the absence of ungulates. · 2014 · Zuberogoitia, Iñigo et al. · archived
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Urban Form and Sustainable Transport: Lessons from the Ankara Case ↗ · 2013 · Babalik-Sutcliffe, Ela · indexed
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The Potential for Rail Transit as a Way to Mitigate Accident Risk ↗ · 2016 · Srinivasan, Sumeeta · indexed
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Exploring the effect of mountainous terrain on weather-related crashes ↗ · 2024 · Ogungbire, Abimbola et al. · indexed
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Investigating Travel Behavior and Air Quality in Northern Utah · 2024 · Singleton, Patrick A. et al. · archived
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Patterns of the noise level change at different speeds for mixed traffic flows ↗ · 2024 · Afonin, Maksym · indexed
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Spatial Variations of Commuting Behavior and Their Impact Factors in Shanghai Metropolitan Area · 2022 · Li, Kaiming et al. · archived
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Intra-urban location and clustering of road accidents using GIS: a Belgian example ↗ · 2004 · Steenberghen, T. et al. · indexed
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Carreteras – planeamiento. Algunas claves de la evolución histórica de una relación imperfecta · 2017 · Coronado Tordesillas, José María et al. · archived
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Changing Urban Form in Hong Kong: What Are the Challenges on Sustainable Transportation? ↗ · 2008 · Loo, Becky P. Y. et al. · indexed
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Highway Regional Classification Method Based on Traffic Flow Characteristics for Highway Safety Assessment ↗ · 2021 · Baek, Jongdae · indexed
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Ageing in Suburban Neighbourhoods: Planning, Densities and Place Assessment · 2019 · Ioannou, Byron · archived
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Rural-urban disparity in knowledge and compliance with traffic signs among young commercial motorcyclists in selected local government areas in Oyo State, Nigeria ↗ · 2016 · Olumide, Adesola et al. · indexed
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Structural and bit-by-bit modeling of the cities · 2020 · Bauyrzhan, Yedilbayev et al. · archived
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What Features of the Landscape and Highway Influence Ungulate Vehicle Collisions in the Watersheds of the Central Canadian Rocky Mountains: A Fine-Scale Perspective? ↗ · 2005 · Gunson, Kari E. et al. · indexed
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Identification of Prior Factors Influencing the Mode Choice of Short Distance Travel ↗ · 2015 · Li, Ming et al. · indexed
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Spatially contextualized analysis of energy use for commuting in India ↗ · 2019 · Ahmad, Sohail et al. · indexed
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An international comparative perspective on urban transport and urban form in Pacific Asia: The challenge of rapid motorisation in dense cities ↗ · 1999 · Barter, Paul A. · indexed
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The Effect of Access to Waterbodies and Parks on Walking and Cycling in Urban Areas ↗ · 2024 · Sitohang, Irene et al. · indexed
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Intercity travel in northeastern rural regions of the U.S. · 2015 · Neely, Sean et al. · archived
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The Impact of Parking Policies on the Long-Term Vitality of American Cities · 2015 · Garrick, Norman et al. · archived
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The concentration distribution of exposures to particulate air pollution on different road sections ↗ · 2017 · Hu, Hongfei et al. · indexed
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Spatial Analysis of Kuwait Street Networks التحليل المكاني لشبكة الشوارع في الكويت · 2024 · Alattar, Mohammad et al. · archived
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Comparison of real driving cycles and consumed braking power in suburban Slovakian driving · 2017 · Gechev, Tsvetomir et al. · archived
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High-Resolution Mobile Monitoring of Carbon Monoxide and Ultrafine Particle Concentrations in a Near-Road Environment ↗ · 2010 · Hagler, Gayle S.W. et al. · indexed
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Neighbourhood walkability, leisure-time and transport-related physical activity in a mixed urban–rural area ↗ · 2014 · de Sa, Eric et al. · indexed
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Developing a Transportation Support System for Vulnerable Road Users in Local Community ↗ · 2016 · Matsumoto, Shimpei et al. · indexed
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En Route to a Sustainable Campus–An Analysis of University Students’ Travel Patterns Via 7 day Travel Diary ↗ · 2014 · Abdul Sukor, Nur Sabahiah et al. · indexed
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Evaluating Urban Parking Policies with Agent-Based Model of Driver Parking Behavior ↗ · 2008 · Martens, Karel et al. · indexed
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Exploring the drivers of Walkability: Implications for enhancing perception and policy to livable cities ↗ · 2025 · Mengiste, Bewketu Mamaru et al. · indexed
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Integrating road network topology, remote sensing, and explainable machine learning to assess urban ecological resilience ↗ · 2026 · Alqadhi, Saeed et al. · indexed
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WHAT MAKES A BEAUTIFUL DAY IN THE NEIGHBORHOOD? PLACE AS A CONTRIBUTOR TO FUNCTION IN LATER LIFE ↗ · 2022 · Rosso, Andrea · indexed
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From Perception to Appraisal: Brain Responses to Natural and Built Features in Urban Environments ↗ · 2025 · Zähme, Carolina et al. · indexed
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Researching design and transportation systems for sustainable communities : what can we learn and how can it be applied in Rhode Island. · 2009 · Green, William A. · archived
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RETRACTED ARTICLE: PROVIDING A DECREASING CONNECTION PROBABILITY MODEL FOR URBAN STREET NETWORK · 2006 · Ziari, Hasan et al. · archived
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Urban Form Configuration and Pedestrian Accessibility in CityWalks: A Spatial Analysis of Three Cases in Dubai ↗ · 2026 · Galal Ahmed, Khaled et al. · indexed
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The Sustainability of Transport Mode Choice among B40 Groups in Urban Areas: A Case Study of Penang Island, Malaysia · 2023 · Rosli, Hafizah et al. · archived
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Characteristics of on-street parking in Al- Diwaniyah urban street ↗ · 2022 · Al-mrumudhi, Rania A. et al. · indexed
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Public transport accessibility, car use, and residential status: Discrete modal choices of university students in Lyon (France) ↗ · 2026 · BOUZOUINA, Louafi et al. · indexed
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Analyzing the Influence of Place Attachment on Citizens' Environmental Protection Behaviors: A Case Study of Rasht City ↗ · 2024 · Salaripour, Aliakbar et al. · indexed
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Berlin Pankow: a 15-min city for everyone? A case study combining accessibility, traffic noise, air pollution, and socio-structural data · 2023 · Glock, Jan-Peter et al. · archived
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Vehicle Type and Driver Age Analysis of Being Stranded on Road ↗ · 2022 · Esad Ergin, Mahmut · indexed
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SPATIAL ANALYSIS OF FIRES IN VILNIUS CITY IN 2010–2012 · 2015 · Vasiliauskas, Darius et al. · archived
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A spatial land use clustering framework for investigating the role of land use in mediating the effect of meteorology on urban air quality ↗ · 2021 · Montazeri, Amir et al. · indexed
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Patterns, drivers, and trends of urban cooling demand across global cities. · 2026 · Mondal, N et al. · archived
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Proactive sustainable university transportation: Marginal effects, intrinsic values, and university students' mode choice ↗ · 2016 · Zhou, Jiangping · indexed
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Resilience and efficiency in transportation networks ↗ · 2017 · Ganin, Alexander A. et al. · indexed
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Patterns of changes in the acoustic characteristics on public transport linear segments ↗ · 2022 · Afonin, Maksym et al. · indexed
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What Parameters Influence the Spatial Variations in CO2 Emissions from Road Traffic in Berlin? Implications for Urban Planning to Reduce Anthropogenic CO2 Emissions ↗ · 2007 · Reckien, Diana et al. · indexed
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Environmental Factors Associated With Active Living in Retirement Village Residents ↗ · 2012 · Nathan, Andrea et al. · indexed
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Human-environment nexus: evaluating the anthropo-geomorphology and urban expansion of the Weija Gbawe Municipality, Ghana ↗ · 2023 · Adu-Boahen, Kofi et al. · indexed
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Evaluating the Energy Consumption of an Electric Vehicle Under Real-World Driving Conditions ↗ · 2022 · Al-Wreikat, Yazan et al. · indexed
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Evaluation of the Resilience of District 20 of Tehran Metropolitan Region (TMR) against Environmental Hazards Using Fuzzy Functions in GIS Software ↗ · 2022 · maghami, Vafa Ghaem et al. · indexed
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Relationships between Street Centrality and Land Use Intensity in Wuhan, China ↗ · 2015 · Liu, Yaolin et al. · indexed
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Public Transport in Rural Roads: Measures to Increase Its Modal Share in Iran ↗ · 2021 · Afkham, Alireza et al. · indexed
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A three-dimensional noise mapping study for heterogeneous traffic conditions ↗ · 2011 · Alur, Ramachandraiah et al. · indexed
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Urbanization driving Ocypode quadrata burrow density, depth, and width across Caribbean beaches ↗ · 2023 · Schlender, Kaliegh et al. · indexed
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A Comparison of Concentration Trends of Road Salt in Streams of Urbanized and Rural areas in Kingston · 2025 · Fang, Angela · archived
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A Review of Strategies to Implement Sustainable Urban Transportation Options in Malaysia · 2014 · Ladin, Mohd Azizul et al. · archived
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Running Status of LRT in the Urban Center of Various Countries in the World and the Situation of Road Distribution ↗ · 2015 · Du, Guangyuan · indexed
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Rational Organization of Urban Parking Using Microsimulation ↗ · 2022 · Makarova, Irina et al. · indexed
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Freeway Development Effects upon Adjacent Transit Usage ↗ · 1973 · Richards, Curtis W. et al. · indexed
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A Nested Ensemble Approach with ANNs to Investigate the Effect of Socioeconomic Attributes on Active Commuting of University Students ↗ · 2020 · Assi, Khaled et al. · indexed
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Exploring the Relationship between Urban Vitality and Street Centrality Based on Social Network Review Data in Wuhan, China ↗ · 2019 · Yue, Han et al. · indexed
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Improving Sustainability in Urban Areas: Discussing the Potential for Transforming Conventional Car-based Travel into Electric Mobility ↗ · 2012 · van Wee, Bert et al. · indexed
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Determination of the Safest Route for Logging Trucks Based on Road Types and Conditions ↗ · 2020 · Akay, Abdullah E. · indexed
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Geosimulation: Automata-based Modeling of Urban Phenomena ↗ · 2004 · Benenson, Itzhak et al. · indexed
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AN INTERNATIONAL COMPARATIVE PERSPECTIVE ON MOTORISATION IN URBAN CHINA ↗ · 2002 · KENWORTHY, Jeff et al. · indexed
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How Does Digitalization Contribute to City of Proximity? Insights from a Mediation and Moderation Analysis ↗ · 2026 · Abdi, Mohammad Hamed et al. · indexed
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Evaluation of Indicators for the Realization of the Development of Public-Oriented Urban Transportation (Study Case: District 11 of Tehran) ↗ · 2024 · Hosseini, Sayyed Jalal Aldin et al. · indexed
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Barriers and enablers to implementing active Urbanism for health in the UK ↗ · 2026 · Boldina, A. et al. · indexed
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Community participation in urban road infrastructure redevelopment: Indian scenario ↗ · 2017 · Ahuja, Vanita et al. · indexed
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Socio-economic and Travel Characteristics of transit users at Transit-oriented Development (TOD) Stations ↗ · 2020 · Sidek, Mohd Farid Jaafar et al. · indexed
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A Joint Model of Mode/Parking Choice with Elastic Parking Demand ↗ · 2006 · Coppola, Pierluigi · indexed
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An analysis of roadway noise at residential estates in close proximity to expressways in Singapore ↗ · 2013 · Bhanap, Indraneel · indexed
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Urban Tunnel Body Landscape Driving Comprehensive Evaluation Study Based on Biomass-Sensing Automobile Field Experiment ↗ · 2023 · Li, Zhiting et al. · indexed
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The eco-city: ten key transport and planning dimensions for sustainable city development ↗ · 2006 · Kenworthy, Jeffrey R · indexed
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Factors Constraining Rural Road Transport Systems in Enugu State, Nigeria ↗ · 2023 · Ali, Alphonsus Nwachukwu et al. · indexed
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ICCTP 2010 : Integrated Transportation Systems: Green, Intelligent, Reliable ↗ · 2010 · Wei, Heng et al. · indexed
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Informal Use of “Marginal Open Space” Along Residential Streets in a Nigerian City ↗ · 2022 · Adebara, Temitope Muyiwa et al. · indexed
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Nationwide Desert Highway Assessment: A Case Study in China ↗ · 2011 · Mao, Xuesong et al. · indexed
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Land Use Changes in the Southeastern United States: Quantitative Changes, Drivers, and Expected Environmental Impacts ↗ · 2022 · Nedd, Ryan et al. · indexed
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Which route is better for hazmat transport? An optimised routing index for urban networks ↗ · 2024 · Asadamraji, Morteza et al. · indexed
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Building Characteristics and Incompatible Land Uses as Drivers of Fire Disaster Risk ↗ · 2024 · Falola, Olusegun Joseph et al. · indexed
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Alta velocidad ferroviaria e integración metropolitana en España: el caso de Ciudad Real y Puertollano ↗ · 2005 · Ureña, José M et al. · indexed
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URBAN SPRAWL AND ACCESSIBILITY IN DOWNTOWN LOMÉ: MOBILITY ISSUES AND SOCIO-SPATIAL INEQUALITIES ↗ · 2025 · PASSOLI, Abelim et al. · indexed
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Practices and challenges of mobility in greater Lomé: An analysis of urban dynamics ↗ · 2026 · PASSOLI, Abelim et al. · indexed
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Comparing FAHP and FANP Methods in Locating Multi-storey Parking Sites Shiraz’s CBD · 2024 · Dehghani, Alireza et al. · archived
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PERFORMANCE OF FHWA MODEL FOR PREDICTING TRAFFIC NOISE: A CASE STUDY OF METROPOLITAN CITY, LUCKNOW (INDIA) ↗ · 2009 · Shukla, Arvind Kumar et al. · indexed
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A Framework for Integrating Freight Transport, Urban Land Planning, and Infrastructure Management under Economic Geography Principles ↗ · 2024 · Barrera-Jiménez, Humberto et al. · indexed
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Residential satisfaction of vertical urban settlements in Hong Kong ↗ · 2022 · Sanni-Anibire, Muizz Oladapo et al. · indexed
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NATURE OF GULLY EROSION ON LIVELIHOOD IN NASARAWA SOUTH, NASARAWA STATE, NIGERIA ↗ · 2025 · ABDULLAHI YUSUF AGWAI et al. · indexed
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The Impact of Scale on Extracting Individual Mobility Patterns from Location-Based Social Media ↗ · 2024 · Asad, Khan Mortuza Bin et al. · indexed
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Superblock: The modern urban traffic concept of sustainable city development · 2024 · Damnjanović, Nevena et al. · archived
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An Interpretable Machine Learning Framework for Urban Traffic Noise Prediction in Kuwait: A Data-Driven Approach to Environmental Management ↗ · 2025 · Almatawah, Jamal et al. · indexed
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Urban heritage as climate intelligence: translating traditional urban morphology in AlUla into contemporary resilience frameworks ↗ · 2026 · Alnaim, Mohammed Mashary et al. · indexed
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Historical Insights into CO2 Emission Dynamics in Urban Daily Mobility: A Case Study of Lyon’s Agglomeration ↗ · 2024 · Jarboui, Sami et al. · indexed
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Human-geographical features of transport accessibility research of pre-school and secondary education institutions in the cities of Kharkiv and Warsaw ↗ · 2024 · Kravchenko, Kateryna et al. · indexed
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Ecosystem Service Trade-Offs in Peri-Urban Landscapes: Drivers, Governance Obstacles and Improvements ↗ · 2024 · Spyra, Marcin et al. · indexed
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Urban evolution: streamlining development for convenience and affordability ↗ · 2024 · Arsha Sheikhi · indexed
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Tempo-Spatial Landslide Susceptibility Assessment from the Perspective of Human Engineering Activity ↗ · 2023 · Zeng, Taorui et al. · indexed
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Island Megalopolises: Tunnel Systems as a Critical Alternative in Solving Transport Problems ↗ · 2018 · Makarov, Vladimir V. · indexed
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The impact of flood risks on urban expension areas in cities (Case study of M’sila, Algeria) ↗ · 2022 · Chouki, Ramadane Chikouche et al. · indexed
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Urban regeneration in Qatar: A comprehensive planning strategy for the transport oriented development of Al-Waab ↗ · 2017 · Alattar, Deema Anwar et al. · indexed
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Roots to roofs: Farmers' perceived socio-ecological impacts of converting mango orchards to urban areas in Multan, Pakistan ↗ · 2024 · Hassan, Zamam et al. · indexed
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Dynamic land use change simulation using cellular automata with spatially nonstationary transition rules ↗ · 2018 · Feng, Yongjiu et al. · indexed
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Emotional security in an urban environment: The role of Design and Landscape ↗ · 2026 · Bouayed Abdelmoula, N. et al. · indexed
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Variability of sense of place in Nigerian coastal communities ↗ · 2021 · Dada, Olanrewaju Timothy et al. · indexed
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Road erosion in dry and wet tropical settings of the Northeastern Caribbean ↗ · 2022 · Ramos-Scharron, Carlos · indexed
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Annual Variation in Energy Consumption of an Electric Vehicle Used for Commuting ↗ · 2020 · Desreveaux, Anatole et al. · indexed
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Can trait matching inform the design of pollinator‐friendly urban green spaces? A review and synthesis of the literature ↗ · 2024 · Adedoja, Opeyemi A. et al. · indexed
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Urban evolution: streamlining development for convenience and affordability ↗ · 2025 · Sheikhi, Arsha · indexed
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Evaluation of the Economic Feasibility and Development Decision for Al-Haji Al-Baree Route within the Bahr Al-Najaf Region ↗ · 2024 · Al-Helaly, Mustafa Hasan et al. · indexed
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Does Urbanization Still Drive Economic Growth in the Era of Smart Cities and Climate Challenges? ↗ · 2026 · Asiamah, R. · indexed
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Escolas do campo que não estão no campo no Núcleo Regional de Educação de Foz do Iguaçu-PR Rural schools that are not in the countryside in the Regional Education Center of Foz do Iguaçu-PR Escuelas del campo que no están en el campo en el Nucleo Regional de Educación de Foz do Iguaçu-PR ↗ · 2024 · Marcus Pereira Andrade et al. · indexed
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Assessing the impacts of land use–land cover changes on direct surface runoff: a remote sensing approach in Khulna City ↗ · 2022 · Das, Palash Chandra et al. · indexed
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‘Give Me a Laboratory and <scp>I</scp> Will Lower Your Carbon Footprint!’ — Urban Laboratories and the Governance of Low‐Carbon Futures ↗ · 2013 · Evans, James et al. · indexed
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Terrestrial isopods in urban environments: an overview ↗ · 2018 · Szlavecz, Katalin et al. · indexed
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Landscape patterns and their spatial associations with ecosystem service balance: Insights from a rapidly urbanizing coastal region of southeastern China ↗ · 2022 · Chen, Weilian et al. · indexed
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Future land‐use scenarios and the loss of wildlife habitats in the southeastern United States ↗ · 2015 · Martinuzzi, Sebastián et al. · indexed
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Ecological monitoring and assessment of habitat suitability for brown bear species in the Oshtorankooh protected area, Iran ↗ · 2021 · Ahmadipari, Masumeh et al. · indexed
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Spatio-Temporal Coupling Coordination and Driving Mechanism of Urban Pseudo and Reality Human Settlements in the Coastal Cities of China ↗ · 2025 · Li, Xueming et al. · indexed
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Comparative Analysis of Centrality Measures in Explaining Activity Locations Through Land Value Variability: A Case Study of Porto Alegre, Brazil ↗ · 2025 · de Aguilar, Ramon Lucato et al. · indexed
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Spatio-Temporal Changes in Vegetation in the Last Two Decades (2001–2020) in the Beijing–Tianjin–Hebei Region ↗ · 2022 · Zou, Yuan et al. · indexed
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Navigating the interface: exploring public-private building and street dynamics of Chinatown in Pasar Besar street, Malang City ↗ · 2025 · Hasibah, Syaffin Humaira et al. · indexed
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Urbanization, Economic Activity, and Electricity Consumption in Jordan: Evidence from the ARDL Approach ↗ · 2025 · Alawneh, Ateyah Mohammad Ateyah · indexed
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Spatial Distribution of Lichens in Metrosideros excelsa in Northern New Zealand Urban Forests ↗ · 2021 · Benitez, Gladys N. et al. · indexed
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Modeling the abundance of two Rhagoletis fly (Diptera: Tephritidae) pests in Washington State, U.S.A. ↗ · 2019 · Wakie, Tewodros T et al. · indexed
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Green Management in Rural Areas: A Case Study of Deyhook District, South Khorasan ↗ · 2025 · Hajipour, Mohammad et al. · indexed
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The practices of an integrated infrastructure planning in Ethiopian metropolitan cities, the case of Addis Ababa and Sheger cities ↗ · 2024 · Worku, Geremew et al. · indexed
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Sustainable Cities Under Pressure: Climate Risk, Oil Price Uncertainty, and Technological Innovation in <scp>GCC</scp> Countries ↗ · 2026 · Ben Ali, Mohamed Sami et al. · indexed
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Host ecotype and rearing environment are the main drivers of threespine stickleback gut microbiota diversity in a naturalistic experiment ↗ · 2024 · Härer, Andreas et al. · indexed
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LEAD LEVELS IN MILK AND ITS PRODUCTS FROM VARIOUS ENVIRONMENTS IN EGYPT ↗ · 2024 · ABOU-ARAB, Assem et al. · indexed
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The Practices of an Integrated Infrastructure Planning in Ethiopian Metropolitan Cities, the Case of Addis Ababa and Sheger Cities ↗ · 2024 · Alemneh, Geremew Worku et al. · indexed
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Global effects of land-use intensity on local pollinator biodiversity ↗ · 2021 · Millard, Joseph et al. · indexed
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Microclimate Performance Analysis of Urban Vegetation: Evidence from Hot Humid Middle Eastern Cities ↗ · 2025 · Al-Hajri, Sarah et al. · indexed
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A Critical Assessment of the Impact of the Domestic Environment on Foreign Policy ↗ · 2024 · Al-Fahad, Fahad A.F.S · indexed
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CHANGES IN PHYSICAL ENVIRONMENT OF THE SOUTHWESTERN COASTAL BANGLADESH: A RIVER BASIN APPROACH ↗ · 2022 · Saifuzzaman, Md. et al. · indexed
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Green Riyadh, Ambitious Urban Environmental Forestation Project ↗ · 2024 · AlHumidan, Saad · indexed
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Influence of salinity on bacterioplankton communities from the Brazilian rain forest to the coastal Atlantic Ocean. ↗ · 2011 · Silveira, Cynthia B et al. · indexed
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From Openness to Division: How Urban Planning and Policy Reshaped Kuwaiti Society ↗ · 2025 · Alrefaei, Fahad · indexed
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The Image of Mafraq in the Geographers' and Travelers' Books and the Books of the Stations of Pilgrimage. (Since the Umayyad Era till the End of the Ottoman Era) ↗ · 2024 · Al-Rawadieh, Al-Mahdi · indexed
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