4.7 Article

Data-driven analysis of weather impacts on urban traffic conditions at the city level

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Environmental Sciences

Heatwave impacts on traffic accidents by time-of-day and age of casualties in five urban areas in South Korea

Jongchul Park et al.

Summary: The study revealed that for every 1 degree Celsius increase in temperature, there was a 0.59% increase in traffic accidents in five cities in South Korea. The increase in accidents varied between cities, with morning and evening hours showing greater increases.

URBAN CLIMATE (2021)

Article Transportation

Modeling drivers' scrambling behavior in China: An application of theory of planned behavior

Weiwei Qi et al.

Summary: A study in China investigated characteristics and influencing factors of drivers' scrambling behavior, revealing that attitude had the strongest influence on this behavior. It was suggested that traffic regulators should focus on improving drivers' attitudes and implement auxiliary measures to regulate subjective norms and perceived behavior control. Strategies and policies to reduce scrambling behavior are discussed.

TRAVEL BEHAVIOUR AND SOCIETY (2021)

Article Economics

Impact of weather on freeway origin-destination volume in China

Xiaobao Yang et al.

Summary: Research shows that intercity travel demand is sensitive to adverse weather conditions, especially fog, heavy rain, and snow. Differences in rainfall and snowfall between OD points, as well as adverse weather on weekends and in the afternoon, have significant impacts on intercity travel demand. Travelers with less experience are more sensitive to adverse weather.

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE (2021)

Article Environmental Sciences

Adaptation of trips by metro rail users at two stations in extreme weather conditions: Delhi

Deepty Jain et al.

Summary: This study investigates the impact of extreme weather conditions on travel choices of metro rail users, noting that users are more likely to change their travel patterns during rain or high temperatures. Additionally, passengers traveling long distances are less likely to alter their current travel habits. Access travel time also plays a significant role in influencing travel choices during extreme weather conditions.

URBAN CLIMATE (2021)

Article Computer Science, Interdisciplinary Applications

Inferencing hourly traffic volume using data-driven machine learning and graph theory

Zhiyan Yi et al.

Summary: This paper introduces an innovative spatial prediction method for hourly traffic volume on a network scale, utilizing the XGBoost tree ensemble model to handle large-scale features and hourly traffic volume samples. In addition, spatial dependency among road segments is considered using graph theory and a graph-based approach in the proposed model. The results from testing on Utah's road network show high computational efficiency and significant improvement in prediction accuracy compared to benchmarked models.

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2021)

Article Economics

A new perspective on the role of attitudes in explaining travel behavior: A psychological network model

Maarten Kroesen et al.

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE (2020)

Article Construction & Building Technology

Incorporating weather conditions and travel history in estimating the alighting bus stops from smart card data

Tianli Tang et al.

SUSTAINABLE CITIES AND SOCIETY (2020)

Article Economics

Weather, travel mode choice, and impacts on subway ridership in Beijing

Jingwen Wu et al.

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE (2020)

Article Engineering, Multidisciplinary

Traffic congestion monitoring using an improved kNN strategy

Fouzi Harrou et al.

MEASUREMENT (2020)

Article Psychology, Applied

Revealing psychological inertia in mode shift behavior and its quantitative influences on commuting trips

Kun Gao et al.

TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR (2020)

Article Psychology, Applied

Influence of values, attitudes towards transport modes and companions on travel behavior

Rosa Arroyo et al.

TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR (2020)

Article Economics

Analysis on spatiotemporal urban mobility based on online car-hailing data

Bin Zhang et al.

JOURNAL OF TRANSPORT GEOGRAPHY (2020)

Article Physics, Multidisciplinary

Impact of risk illusions on traffic flow in fog weather

Jin-hua Tan

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2019)

Article Environmental Studies

Urban bus ridership, income, and extreme weather events

Nicole S. Ngo

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2019)

Review Green & Sustainable Science & Technology

Shared mobility as a driver for sustainable consumptions: The intention to re-use free-floating car sharing

Giovanni Mattia et al.

JOURNAL OF CLEANER PRODUCTION (2019)

Article Economics

The influence of weather conditions on adult transit ridership in the sub-tropics

Ming Wei et al.

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE (2019)

Article Engineering, Civil

Deep and Embedded Learning Approach for Traffic Flow Prediction in Urban Informatics

Zibin Zheng et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2019)

Article Economics

Extreme weather, public transport ridership and moderating effect of bus stop shelters

Qing Miao et al.

JOURNAL OF TRANSPORT GEOGRAPHY (2019)

Article Transportation

What factors influence bike share ridership? An investigation of Hamilton, Ontario's bike share hubs

Darren M. Scott et al.

TRAVEL BEHAVIOUR AND SOCIETY (2019)

Article Engineering, Civil

Effects of winter weather on traffic operations and optimization of signalized intersections

Zhengyang Lu et al.

JOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION (2019)

Article Transportation Science & Technology

Influence of adverse weather on drivers' perceived risk during car following based on driving simulations

Chen Chen et al.

JOURNAL OF MODERN TRANSPORTATION (2019)

Article Engineering, Electrical & Electronic

Combining weather condition data to predict traffic flow: a GRU-based deep learning approach

Da Zhang et al.

IET INTELLIGENT TRANSPORT SYSTEMS (2018)

Article Transportation Science & Technology

Individual mobility prediction using transit smart card data

Zhan Zhao et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2018)

Article Environmental Studies

Analyzing spatiotemporal traffic line source emissions based on massive didi online car-hailing service data

Daniel (Jian) Sun et al.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2018)

Article Physics, Multidisciplinary

Is city traffic damaged by torrential rain?

Shengmin Guo et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2018)

Article Transportation

Riders on the storm: Exploring weather and seasonality effects on commute mode choice in Chicago

Michael Hyland et al.

TRAVEL BEHAVIOUR AND SOCIETY (2018)

Article Economics

An empirical analysis of taxi, Lyft and Uber rides: Evidence from weather shocks in NYC

Abel Brodeur et al.

JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION (2018)

Article Computer Science, Interdisciplinary Applications

Data-driven analysis on the effects of extreme weather elements on traffic volume in Atlanta, GA, USA

David Sathiaraj et al.

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS (2018)

Article Operations Research & Management Science

Exploring Bikesharing Travel Patterns and Trip Purposes Using Smart Card Data and Online Point of Interests

Jie Bao et al.

NETWORKS & SPATIAL ECONOMICS (2017)

Article Economics

Why do drivers continue driving while fatigued? An application of the theory of planned behaviour

Kang Jiang et al.

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE (2017)

Article Transportation Science & Technology

Impacts of weather on public transport ridership: Results from mining data from different sources

Meng Zhou et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2017)

Article Engineering, Civil

Effects of Rain on Freeway Traffic in Southern California

Sawanpreet Singh Dhaliwal et al.

TRANSPORTATION RESEARCH RECORD (2017)

Article Engineering, Civil

Diagnosis and Prediction of Traffic Congestion on Urban Road Networks Using Bayesian Networks

Jiwon Kim et al.

TRANSPORTATION RESEARCH RECORD (2016)

Article Ergonomics

Chosen risk level during car-following in adverse weather conditions

Odd Andre Hjelkrem et al.

ACCIDENT ANALYSIS AND PREVENTION (2016)

Article Economics

The influence of weather on local geographical patterns of bus usage

Sui Tao et al.

JOURNAL OF TRANSPORT GEOGRAPHY (2016)

Article Physics, Multidisciplinary

Simulation of three lanes one-way freeway in low visibility weather by possible traffic accidents

Pang Ming-bao et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2015)

Article Ergonomics

Driving risk assessment using near-crash database through data mining of tree-based model

Jianqiang Wang et al.

ACCIDENT ANALYSIS AND PREVENTION (2015)

Article Economics

Understanding the effects of complex seasonality on suburban daily transit ridership

Syeed Anta Kashfi et al.

JOURNAL OF TRANSPORT GEOGRAPHY (2015)

Article Economics

Impact of weather on urban transit ridership

Abhishek Singhal et al.

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE (2014)

Article Economics

Influence of weather conditions on transit ridership: A statistical study using data from Smartcards

P. Arana et al.

TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE (2014)

Review Ergonomics

A review of the effect of traffic and weather characteristics on road safety

Athanasios Theofilatos et al.

ACCIDENT ANALYSIS AND PREVENTION (2014)

Article Ergonomics

Explaining the road accident risk: Weather effects

Ruth Bergel-Hayat et al.

ACCIDENT ANALYSIS AND PREVENTION (2013)

Article Economics

Optimal route decision with a geometric ground-airborne hybrid model under weather uncertainty

Yoonjin Yoon et al.

TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW (2012)

Article Engineering, Civil

Changes in Travel Behavior in Response to Weather Conditions Do Type of Weather and Trip Purpose Matter?

Mario Cools et al.

TRANSPORTATION RESEARCH RECORD (2010)

Article Engineering, Civil

Variation of Impact of Cold Temperature and Snowfall and Their Interaction on Traffic Volume

Sandeep Datla et al.

TRANSPORTATION RESEARCH RECORD (2010)

Review Transportation

Commuting by Bicycle: An Overview of the Literature

Eva Heinen et al.

TRANSPORT REVIEWS (2010)