A novel perspective on travel demand prediction considering natural environmental and socioeconomic factors
Predicting urban travel demand is important in perceiving the future state of a city, deploying
public transportation resources, and building intelligent cities. Influenced by multifarious …
public transportation resources, and building intelligent cities. Influenced by multifarious …
Multiscale spatial analysis of metro usage and its determinants for sustainable urban development in Shenzhen, China
Metro systems play a critical role in contemporary urban development. With proper planning
and deployment, metro systems can often lead to enormous socioeconomic and …
and deployment, metro systems can often lead to enormous socioeconomic and …
Land use impacts on traffic congestion patterns: A tale of a Northwestern Chinese City
Traffic congestion is a contemporary urban issue plaguing transportation planners, land
developers, policy-makers, and citizens. While many studies have investigated the impact of …
developers, policy-makers, and citizens. While many studies have investigated the impact of …
[HTML][HTML] Using multi-source data to assess livability in Hong Kong at the community-based level: A combined subjective-objective approach
L Jianxiao, BI Han, M Wang - Geography and sustainability, 2020 - Elsevier
With the emergence of new types of data (eg social media data) and cutting-edge computer
technology (eg Natural Language Processing), the shortcomings of traditional methods …
technology (eg Natural Language Processing), the shortcomings of traditional methods …
Calendar events' influence on the relationship between metro ridership and the built environment: A heterogeneous effect analysis in Shenzhen, China
This study examines the associations between the built environment (BE) and metro
ridership (MR) during different calendar events (workdays, weekends, Spring Festival, and …
ridership (MR) during different calendar events (workdays, weekends, Spring Festival, and …
Nighttime vitality and its relationship to urban diversity: an exploratory analysis in Shenzhen, China
Relationship between urban diversity and urban vitality is imperative for guiding better
design in urban development, although existing frameworks are not able to efficiently …
design in urban development, although existing frameworks are not able to efficiently …
A cross-boundary travel tale: Unraveling Hong Kong residents' mobility pattern in Shenzhen by using metro smart card data
J Liu, W Shi - Applied Geography, 2021 - Elsevier
The development of transportation networks has constantly increased the cross-boundary
flow of people, logistics, and capital. However, when the cross-boundary flows span two …
flow of people, logistics, and capital. However, when the cross-boundary flows span two …
[HTML][HTML] Data-driven spatial-temporal analysis of highway traffic volume considering weather and festival impacts
P Lin, Y He, M Pei, R Yang - Travel behaviour and society, 2022 - Elsevier
This paper aims to discover the relationships among the weather, holidays, and the traffic
volume using multisource data from the Guangdong-Hong Kong-Macao Greater Bay Area …
volume using multisource data from the Guangdong-Hong Kong-Macao Greater Bay Area …
Evaluation and determinants of metro users' regularity: Insights from transit one-card data
Regularity is typically defined based on the repetitive travel behavior of individuals, referring
to how often travelers would utilize a specific service within a given spatio-temporal context …
to how often travelers would utilize a specific service within a given spatio-temporal context …
[HTML][HTML] Riding towards a sustainable future: an evaluation of bike sharing's environmental benefits in Xiamen Island, China
In the pursuit of sustainable urbanization, Bike-Sharing Services (BSS) emerge as a pivotal
instrument for promoting green, low-carbon transit. While BSS is often commended for its …
instrument for promoting green, low-carbon transit. While BSS is often commended for its …