Using machine-learning models to understand nonlinear relationships between land use and travel
The number of machine learning applications to explore the complex relationship between
land use and travel behavior has proliferated during the past several years. This discussion …
land use and travel behavior has proliferated during the past several years. This discussion …
Mobility resilience: Transit-oriented development, ride-hailing, and car ownership
Transit-oriented development (TOD) is often seen as a way to reduce car dependence and
promote public transit ridership. However, the decrease in car dependence may lead to two …
promote public transit ridership. However, the decrease in car dependence may lead to two …
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 …
Nonlinear Hierarchical Effects of Housing Prices and Built Environment Based on Multiscale Life Circle—A Case Study of Chengdu
Y Song, S Zhang, W Deng - ISPRS International Journal of Geo …, 2023 - mdpi.com
Determining the optimal planning scale for urban life circles and analyzing the associated
built environment factors are crucial for comprehending and regulating residential …
built environment factors are crucial for comprehending and regulating residential …
Efficiency and equality of the multimodal travel between public transit and bike-sharing accounting for multiscale
As a supplement to the existing public transit system, bike-sharing is considered an effective
solution to the “first mile” and “last mile” of travel. While many stakeholders believe that …
solution to the “first mile” and “last mile” of travel. While many stakeholders believe that …
Non-linear effects of children's daily travel distance on their travel mode choice considering different destinations
The scientific layout of child-friendly facilities in the community is of great significance to
children's daily activities and healthy growth, which is also a vital concern of the United …
children's daily activities and healthy growth, which is also a vital concern of the United …
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 …
How does the built environment affect the usage efficiency of dockless-shared bicycle? An exploration of time-varying nonlinear relationships
Y Zhang, X Hu, H Wang, S An - Journal of Transport Geography, 2024 - Elsevier
Abstract The imbalance in Dockless Bike Sharing (DBS) systems is a major concern for
planners, causing a significant drop in utilization efficiency. However, limited research …
planners, causing a significant drop in utilization efficiency. However, limited research …
Multiple reference points of commute time in commute satisfaction
F Wang, Y Zheng, C Cai, S Hao, W Wu - Transportation research part D …, 2024 - Elsevier
Commute time is an important determinant of commute satisfaction. However, commuters
may perceive the same length of commute differently and adopt different standards …
may perceive the same length of commute differently and adopt different standards …
Why choose active travel over driving? Investigating the impact of the streetscape and land use on active travel in short journeys
H He, L Zhou, S Yang, L Guo - Journal of Transport Geography, 2024 - Elsevier
The increase in the share of motorization in short-distance trips is a significant contributor to
the decline in the share of active travel (AT) and will further pose a challenge to sustainable …
the decline in the share of active travel (AT) and will further pose a challenge to sustainable …