Ineffective built environment interventions: How to reduce driving in American suburbs?
Designing effective built environment policies to reduce auto use is key to promoting
sustainable transportation in suburban areas. However, most studies on the association …
sustainable transportation in suburban areas. However, most studies on the association …
Built environment's nonlinear effects on mode shares around BRT and rail stations
This study investigates nonlinear associations between built environment (BE) attributes and
commuting mode share within rail and bus rapid transit (BRT) catchment areas. Data from …
commuting mode share within rail and bus rapid transit (BRT) catchment areas. Data from …
Analysis of the relationship between metro ridership and built environment: A machine learning method considering combinational features
Limited studies have examined the relationship between combinational features of the built
environment and metro ridership. In this study, we applied the gradient boosting regression …
environment and metro ridership. In this study, we applied the gradient boosting regression …
The built environment and induced transport CO2 emissions: a double machine learning approach to account for residential self-selection
Understanding why travel behavior differs between residents of urban centers and suburbs
is key to sustainable urban planning. Especially in light of rapid urban growth, identifying …
is key to sustainable urban planning. Especially in light of rapid urban growth, identifying …
Exploring the contributions of Ebike ownership, transit access, and the built environment to car ownership in a developing city
S Sun, L Guo, S Yang, J Cao - Journal of Transport Geography, 2024 - Elsevier
While many studies examine the correlates of car ownership, only a few have quantified the
relative contributions of individuals' socio-economic characteristics, alternative …
relative contributions of individuals' socio-economic characteristics, alternative …
Creating most needed customized bus services: A collaborative analysis of user-route dynamics
Customized buses (CB) are emerging mobility services as a complement to conventional
transit. However, knowledge remains limited regarding the interplay between supply and …
transit. However, knowledge remains limited regarding the interplay between supply and …
Individual and synergistic associations among transit allowance, land use, and transit commuting
S Sun, S Yang, L Guo, XJ Cao - Transportation Research Part D: Transport …, 2024 - Elsevier
Few studies have examined the effects of transit allowance, both individually and in
conjunction with the built environment, on people's choice of transit for commuting in …
conjunction with the built environment, on people's choice of transit for commuting in …
Unveiling built environment impacts on traffic CO2 emissions using Geo-CNN weighted regression
Understanding the associations between the built environment and road traffic CO 2
emissions is crucial for developing strategies to mitigate carbon emissions. However …
emissions is crucial for developing strategies to mitigate carbon emissions. However …
[HTML][HTML] Non-linear impact of the built environment on metro commuter flows before and after the COVID-19 outbreak: A case study in Guangzhou
P Zang, H Qiu, Y Yu, K Chen, H Zhang, B Ye, H Guo - Applied Geography, 2024 - Elsevier
The built environment is a crucial factor influencing subway commuting. However, the extent
to which the built environment affects metro travel during the COVID-19 pandemic remains …
to which the built environment affects metro travel during the COVID-19 pandemic remains …
Unveiling nonlinear effects of built environment attributes on urban heat resilience using interpretable machine learning
Q Liu, J Wang, B Bai - Urban Climate, 2024 - Elsevier
Built environment attributes (BEAs) play a significant role in influencing urban heat
resilience (UHR). Previous research has examined the correlations and nonlinear …
resilience (UHR). Previous research has examined the correlations and nonlinear …