Environmental factors for outdoor jogging in Bei**g: Insights from using explainable spatial machine learning and massive trajectory data
Outdoor jogging, as a physical exercise beneficial for health, has proliferated worldwide.
However, understanding the nonlinear and heterogeneous associations between …
However, understanding the nonlinear and heterogeneous associations between …
Networking and sustainable development of urban spatial planning: Influence of rail transit
X Liu, H **a - Sustainable Cities and Society, 2023 - Elsevier
Urban rail transit supports the development of megacities, while changes in urban spatial
structure affect the structure of urban rail transit networks and the carbon emissions of …
structure affect the structure of urban rail transit networks and the carbon emissions of …
Social equity analysis of public transit accessibility to healthcare might be erroneous when travel time uncertainty impacts are overlooked
Previous studies evaluating the social equity of transit-based accessibility to healthcare
have failed to consider travel time uncertainty by assuming that transit always operates …
have failed to consider travel time uncertainty by assuming that transit always operates …
The cost of climate change: A generalized cost function approach for incorporating extreme weather exposure into public transit accessibility
Public transit offers urban populations physical accessibility to resources and opportunities.
However, at the same time, transit trips often expose users to extreme environmental …
However, at the same time, transit trips often expose users to extreme environmental …
[HTML][HTML] Towards an equity-centred model of sustainable mobility: Integrating inequality and segregation challenges in the green mobility transition
Urban planners and transportation policy makers around the world are proposing initiatives
for greener mobility, particularly by promoting higher urban development densities, active …
for greener mobility, particularly by promoting higher urban development densities, active …
Examining the socio-spatial patterns of bus shelters with deep learning analysis of street-view images: A case study of 20 cities in the US
Previous studies on public transit in cities found the positive role of bus shelters in promoting
bus ridership. However, a large-scale and comparative investigation of bus shelter status …
bus ridership. However, a large-scale and comparative investigation of bus shelter status …
Impacts of public transit delays and disruptions on equity seeking groups in Toronto–A time-expanded graph approach
RZ Liu, A Shalaby - Journal of Transport Geography, 2024 - Elsevier
This study employed graph theory techniques to evaluate the global efficiency of Toronto's
transit network. Using global efficiency, which measures the ease with which riders could …
transit network. Using global efficiency, which measures the ease with which riders could …
Interpretable and actionable vehicular greenhouse gas emission prediction at road link-level
SR Zhang, B Farooq - Sustainable Cities and Society, 2023 - Elsevier
To help systematically lower anthropogenic Greenhouse gas (GHG) emissions, accurate
and precise GHG emission prediction models have become a key focus of climate research …
and precise GHG emission prediction models have become a key focus of climate research …
Capturing the spatial arrangement of POIs in crime modeling
Many scholars have established that facilities represented by Points-of-Interests (POIs) may
function as crime generators and attractors, influencing criminal activities. While existing …
function as crime generators and attractors, influencing criminal activities. While existing …
Exploring the complex relationship between metro and shared bikes in the built environment: Competition, connection, and complementation
Y Yu, P Zang, B Ye, X Liao, Z Zhao - Sustainable Cities and Society, 2024 - Elsevier
Merging the flexibility of bike-sharing systems with the high capacity of metro transit
significantly enhances both connectivity and efficiency in urban transportation, promoting …
significantly enhances both connectivity and efficiency in urban transportation, promoting …