Exploring spatial autocorrelation of traffic crashes based on severity

A Soltani, S Askari - Injury, 2017 - Elsevier
As a develo** country, Iran has one of the highest crash-related deaths, with a typical rate
of 15.6 cases in every 100 thousand people. This paper is aimed to find the potential …

Exploring key spatio-temporal features of crash risk hot spots on urban road network: A machine learning approach

P Wu, T Chen, YD Wong, X Meng, X Wang… - … research part A: policy …, 2023 - Elsevier
Traffic safety is a critical factor that has always been considered in policy making for urban
transportation planning and management. Accurately predicting crash risk hot spots allows …

[HTML][HTML] A comprehensive analysis of the relationships between the built environment and traffic safety in the Dutch urban areas

M Asadi, MB Ulak, KT Geurs, W Weijermars… - Accident analysis & …, 2022 - Elsevier
Built-environment factors potentially alleviate or aggravate traffic safety problems in urban
areas. This paper aims to investigate the relationships of these factors with vehicle-bicycle …

Macroscopic modeling of pedestrian and bicycle crashes: A cross-comparison of estimation methods

R Amoh-Gyimah, M Saberi, M Sarvi - Accident Analysis & Prevention, 2016 - Elsevier
The paper presents a cross-comparison of different estimation methods to model pedestrian
and bicycle crashes. The study contributes to macro level safety studies by providing further …

An empirical tool to evaluate the safety of cyclists: Community based, macro-level collision prediction models using negative binomial regression

F Wei, G Lovegrove - Accident Analysis & Prevention, 2013 - Elsevier
Abstract Today, North American governments are more willing to consider compact
neighborhoods with increased use of sustainable transportation modes. Bicycling, one of the …

[HTML][HTML] Space-time analysis of accident frequency and the role of built environment in mitigation

A Soltani, MR Qadikolaei - Transport policy, 2024 - Elsevier
The focus of this paper is to analyze the trends and locations of accidents in the Greater
Melbourne Area (GMA) during a 15-year period (2006–2020). The places where accidents …

Comparison of moped, scooter and motorcycle crash risk and crash severity

RA Blackman, NL Haworth - Accident Analysis & Prevention, 2013 - Elsevier
The increased popularity of mopeds and motor scooters in Australia and elsewhere in the
last decade has contributed substantially to the greater use of powered two-wheelers …

[HTML][HTML] A novel framework for crash frequency prediction: Geographic support vector regression based on agent-based activity models in Greater Melbourne

Q Duong, H Gilbert, H Nguyen - Accident Analysis & Prevention, 2024 - Elsevier
The field of spatial analysis in traffic crash studies can often enhance predictive performance
by addressing the inherent spatial dependence and heterogeneity in crash data. This …

[HTML][HTML] Exploring the spatial effects of built environment on quality of life related transportation by integrating GIS and deep learning approaches

P Iamtrakul, S Chayphong, P Kantavat, Y Hayashi… - Sustainability, 2023 - mdpi.com
Understanding the quality of life related to transportation plays a crucial role in enhancing
commuters' quality of life, particularly in daily trips. This study explores the spatial effects of …

Decoding the impacts of contributory factors and addressing social disparities in crash frequency analysis

J Liu, S Das, MN Khan - Accident Analysis & Prevention, 2024 - Elsevier
Understanding the relationship between social disparities and traffic crash frequency is
essential for long-term transportation planning and policymaking. Few studies have …