Exploring non-linear built environment effects on the integration of free-floating bike-share and urban rail transport: A quantile regression approach

L Cheng, K Wang, J De Vos, J Huang… - … Research Part A: Policy …, 2022 - Elsevier
Bike-sharing offers a convenient feeder mode for connecting to public transport, which helps
to address the last-mile problem. However, few studies have examined the nuanced …

The nonlinear effects of multi-scale built environments on CO2 emissions from commuting

W Yang - Transportation Research Part D: Transport and …, 2023 - Elsevier
With survey data from 18 neighborhoods in Guangzhou, China, this study employs a
gradient boosting decision tree (GBDT) method to measure the contributions of the built …

[HTML][HTML] Exploring nonlinear and collective influences of regional and local built environment characteristics on travel distances by mode

T Tao, J Cao - Journal of Transport Geography, 2023 - Elsevier
We examined the nonlinear associations of the built environment with travel distances by
driving, transit, and active travel and compared the relative contributions of local and …

Post-pandemic shared mobility and active travel in Alabama: A machine learning analysis of COVID-19 survey data

N Xu, Q Nie, J Liu, S Jones - Travel behaviour and society, 2023 - Elsevier
The COVID-19 pandemic has had unprecedented impacts on the way we get around, which
has increased the need for physical and social distancing while traveling. Shared mobility …

[HTML][HTML] Socioeconomics of Urban Travel in the US: Evidence from the 2017 NHTS

X Wang, JL Renne - Transportation research part D: Transport and …, 2023 - Elsevier
Abstract Using the 2017 National Household Travel Survey (NHTS), this study analyzes
America's urban travel trends compared with earlier nationwide travel surveys, and …

Investigation of critical factors for future-proofed transportation infrastructure planning using topic modeling and association rule mining

S Chowdhury, J Zhu - Journal of Computing in Civil Engineering, 2023 - ascelibrary.org
Most existing studies on transportation infrastructure planning focus on only one or a few
critical factors. In addition, the interrelationships among different planning factors were …

The relationship between green space accessibility by multiple travel modes and housing prices: A case study of Beijing

D Tian, J Wang, C Xia, J Zhang, J Zhou, Z Tian, J Zhao… - Cities, 2024 - Elsevier
Green space accessibility affects housing prices, which is an issue that has been
underappreciated. This paper takes Beijing's central urban area as an example. First, the …

[HTML][HTML] The roads one must walk down: Commute and depression for Beijing's residents

X Wang, T Liu - Transportation research part D: transport and …, 2022 - Elsevier
As a vital aspect of individual's quality of life, mental health has been included as an
important component of the UN Sustainable Development Goals. This study focuses on a …

[HTML][HTML] Land use regulations, transit investment, and commuting preferences

P Zhu, X Tan, S Zhao, S Shi, M Wang - Land Use Policy, 2022 - Elsevier
In the US, various anti-sprawl land use regulations have been implemented for over two
decades. Previous studies primarily investigate the impacts of local land use regulations or …

Research on Nonlinear Associations and Interactions for Short‐Distance Travel Mode Choice of Car Users

M He, L Pu, Y Liu, Z Shi, C He… - Journal of Advanced …, 2022 - Wiley Online Library
Encouraging car users who travel short distances to shift from car mode to active travel
modes can effectively alleviate urban traffic congestion and reduce carbon emissions …