The application of XGBoost and SHAP to examining the factors in freight truck-related crashes: An exploratory analysis

C Yang, M Chen, Q Yuan - Accident Analysis & Prevention, 2021 - Elsevier
Due to the burgeoning demand for freight movement, freight related road safety threats have
been growing substantially. In spite of some research on the factors influencing freight truck …

Exploring location factors of logistics facilities from a spatiotemporal perspective: A case study from Shanghai

Z Yang, X Chen, R Pan, Q Yuan - Journal of Transport Geography, 2022 - Elsevier
In the era of economic globalization and the e-commerce boom, the demand for urban
logistics has been rapidly growing in terms of both scale and intensity. The spatial clustering …

Exploring the spatial effects on the level of congestion caused by traffic accidents in urban road networks: A case study of Beijing

Z Zheng, Z Wang, S Liu, W Ma - Travel behaviour and society, 2024 - Elsevier
When traffic accidents occur on the urban link, the induced congestion propagates upstream
and affects adjacent links. Since the congestion on an urban link is affected by its adjacent …

From sky to road: incorporating the satellite imagery into analysis of freight truck-related crash factors

C Yu, W Hua, C Yang, S Fang, Y Li, Q Yuan - Accident Analysis & …, 2024 - Elsevier
Freight truck-related crashes in urban contexts have caused significant economic losses and
casualties, making it increasingly essential to understand the spatial patterns of such …

Goods movement, road safety, and spatial inequity: Evaluating freight-related crashes in low-income or minority neighborhoods

Q Yuan, J Wang - Journal of Transport Geography, 2021 - Elsevier
The significant growth in freight traffic and relevant crashes has aroused increasing
concerns about road safety threats in local communities. We use data from the Minneapolis …

Footprints of goods movements: Spatial heterogeneity of heavy-duty truck activities and its influencing factors in the urban context

Z Yang, X Chen, J Deng, T Li, Q Yuan - Journal of Transport Geography, 2023 - Elsevier
Heavy-duty trucks have caused growing concern due to their negative environmental
externalities. Existing studies have not adequately examined the heterogeneity in the spatial …

Decomposing neighborhood disparities in bicycle crashes: A Gelbach decomposition analysis

EJ Shin - Transport policy, 2023 - Elsevier
Despite growing evidence showing significant spatial disparities in bicycle crash rates within
a city, little research has explored their contributing factors. Focusing on Seoul, South Korea …

The Role of the Top 50 US cargo airports and 25 air cargo airlines in the logistics of e-commerce companies

L Florido-Benítez - Logistics, 2023 - mdpi.com
Background: The purpose of this study is to analyse the role of the main 50 US cargo
airports and 25 air cargo airlines in the logistics of e-commerce companies from 2000 to …

Comparison of the driving mechanism between logistics land use and facilities: A case study from Wuhan metropolitan area

L Zhao, C Zhou, K Liu, L Huang, Z Li - Journal of Transport Geography, 2024 - Elsevier
Investigating the spatial growth patterns and underlying mechanisms driving urban logistics
space and activities with scientific quantitative methodologies holds substantial importance …

Factors associated with different types of freight crashes: a macro-level analysis

EJ Shin - Journal of safety research, 2024 - Elsevier
Introduction: Despite evidence showing higher fatality rates in freight-related crashes, there
has been limited exploration of their spatial distribution and factors associated with such …