Impact of the COVID-19 pandemic on urban human mobility-A multiscale geospatial network analysis using New York bike-sharing data

R Xin, T Ai, L Ding, R Zhu, L Meng - Cities, 2022 - Elsevier
The COVID-19 pandemic breaking out at the end of 2019 has seriously impacted urban
human mobility and poses great challenges for traffic management and urban planning. An …

The evolution of aviation network: Global airport connectivity index 2006–2016

TKY Cheung, CWH Wong, A Zhang - Transportation Research Part E …, 2020 - Elsevier
This paper studies the evolution of global air transport network over the period 2006–2016.
A Global Airport Connectivity Index (GACI) is proposed, combining degree, closeness and …

Spatiotemporal variation of the worldwide air transportation network induced by COVID-19 pandemic in 2020

S Li, Y Zhou, T Kundu, JB Sheu - Transport Policy, 2021 - Elsevier
This paper studies the spatiotemporal variation of the worldwide air transportation network
(WATN) induced by the COVID-19 pandemic in 2020. The variations are captured from four …

Evaluating the value of new metro lines using route diversity measures: The case of Hong Kong's Mass Transit Railway system

HY Chan, A Chen, G Li, X Xu, W Lam - Journal of Transport Geography, 2021 - Elsevier
Abstract The Mass Transit Railway (MTR) serves as the backbone of the Hong Kong public
transportation network and continues to be expanded in phases. Nevertheless, occasional …

[HTML][HTML] Uncertainty-aware probabilistic graph neural networks for road-level traffic crash prediction

X Gao, X Jiang, J Haworth, D Zhuang, S Wang… - Accident Analysis & …, 2024 - Elsevier
Traffic crashes present substantial challenges to human safety and socio-economic
development in urban areas. Developing a reliable and responsible traffic crash prediction …

Long distance accessibility by air transportation: a literature review

S Yoo, B van Wee, E Molin - Transport Reviews, 2024 - Taylor & Francis
Air transportation is a mode of transport developed specifically to provide access to long-
distance destinations that may otherwise be infeasible or at least more difficult to reach …

Analysis of the Chinese railway system as a complex network

W Wang, K Cai, W Du, X Wu, LC Tong, X Zhu… - Chaos, Solitons & …, 2020 - Elsevier
This paper conducts a series of complex network analyses on the Chinese railway network
(CRN), where nodes represent cities with rail stations and edges denote connections …

[PDF][PDF] 长三角地区城市协同创新网络的演化特征及其驱动力

戴靓, 丁子军, 曹湛, 吴康, 王瑞霖 - Resources Science, 2023 - resci.cn
[目的] 新经济时代, 积极融入区域创新网络成为城市获取外部创新资源, 提升自主创新能力的
重要途径. 本文采用网络视角揭示长三角地区协同创新的时空格局与演化机制 …

Spatiotemporal graph neural networks with uncertainty quantification for traffic incident risk prediction

X Gao, X Jiang, D Zhuang, H Chen, S Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Predicting traffic incident risks at granular spatiotemporal levels is challenging. The datasets
predominantly feature zero values, indicating no incidents, with sporadic high-risk values for …

How air transport networks respond to long-lasting disruptive events like COVID-19: The first step toward long-term resilience

S Li, G Xu, Y Zhou - Transportation Research Part A: Policy and Practice, 2023 - Elsevier
Resilience is critical for the air transport network (ATN) to cope with disruptive events like the
COVID-19 pandemic, while the first step in understanding resilience is to reveal how the …