A systematic review of big data-based urban sustainability research: State-of-the-science and future directions

L Kong, Z Liu, J Wu - Journal of Cleaner Production, 2020 - Elsevier
The future of humanity depends increasingly on the performance of cities. Big data provide
new and powerful ways of studying and improving coupled urban environmental, social, and …

Big data in public transportation: a review of sources and methods

TF Welch, A Widita - Transport reviews, 2019 - Taylor & Francis
The collection of big data, as an alternative to traditional resource-intensive manual data
collection approaches, has become significantly more feasible over the past decade. The …

An ethical framework for big data and smart cities

V Chang - Technological Forecasting and Social Change, 2021 - Elsevier
This paper presents an ethical framework for Big Data and Smart cities, focusing on
contemporary ethical and non-ethical issues in big data analytics applications in smart cities …

[HTML][HTML] The socio-spatial determinants of COVID-19 diffusion: the impact of globalisation, settlement characteristics and population

T Sigler, S Mahmuda, A Kimpton, J Loginova… - Globalization and …, 2021 - Springer
Background COVID-19 is an emergent infectious disease that has spread geographically to
become a global pandemic. While much research focuses on the epidemiological and …

Stochastic bus schedule coordination considering demand assignment and rerouting of passengers

W Wu, R Liu, W Jin, C Ma - Transportation Research Part B …, 2019 - Elsevier
Schedule coordination is a proven strategy to improve the connectivity and service quality
for bus networks, whereas current research mostly optimizes schedule design using the a …

[HTML][HTML] Emerging big data sources for public transport planning: A systematic review on current state of art and future research directions

KE Zannat, CF Choudhury - Journal of the Indian Institute of Science, 2019 - Springer
The rapid advancement of information and communication technology has brought a
revolution in the domain of public transport (PT) planning alongside other areas of transport …

Understanding the travel behaviors and activity patterns of the vulnerable population using smart card data: An activity space-based approach

S Zhang, Y Yang, F Zhen, T Lobsang, Z Li - Journal of Transport Geography, 2021 - Elsevier
Understanding the travel behaviors and activity patterns of vulnerable people is important for
addressing social equity in urban and transportation planning. With the increasing …

Mining urban sustainable performance: Spatio-temporal emission potential changes of urban transit buses in post-COVID-19 future

Y Sui, H Zhang, W Shang, R Sun, C Wang, J Ji, X Song… - Applied Energy, 2020 - Elsevier
Emission benefits of transit buses depend on ridership. Declines in ridership caused by
COVID-19 leads uncertainty about the emission reduction capacity of buses. This paper …

[HTML][HTML] Review of transit data sources: potentials, challenges and complementarity

L Ge, M Sarhani, S Voß, L Xie - Sustainability, 2021 - mdpi.com
Public transport has become one of the major transport options, especially when it comes to
reducing motorized individual transport and achieving sustainability while reducing …

Inferring temporal motifs for travel pattern analysis using large scale smart card data

D Lei, X Chen, L Cheng, L Zhang, SV Ukkusuri… - … Research Part C …, 2020 - Elsevier
In this paper, we proposed a new method to extract travel patterns for transit riders from
different public transportation systems based on temporal motif, which is an emerging notion …