[HTML][HTML] Gender differences in active travel among older adults: Non-linear built environment insights

Y Yang, K Sasaki, L Cheng, X Liu - Transportation research part D: transport …, 2022 - Elsevier
Although many studies have revealed the relationship between the built environment and
active travel among older adults, limited studies offer insights into gender differences. Using …

[HTML][HTML] Data-driven interpretation on interactive and nonlinear effects of the correlated built environment on shared mobility

K Gao, Y Yang, J Gil, X Qu - Journal of Transport Geography, 2023 - Elsevier
Understanding the usage demand of shared mobility systems in different areas of a city and
its determinants is crucial for planning, operation and management of the systems. This …

Illustrating nonlinear effects of built environment attributes on housing renters' transit commuting

C Ding, T Liu, X Cao, L Tian - … Research Part D: Transport and Environment, 2022 - Elsevier
The empirical relationships between the built environment and transit use can support policy
interventions for transit promotion. Limited studies have emphasized housing renters who …

Nonlinear effects of factors on dockless bike-sharing usage considering grid-based spatiotemporal heterogeneity

Y Wang, Z Zhan, Y Mi, A Sobhani, H Zhou - Transportation Research Part D …, 2022 - Elsevier
To better understand dockless bike-sharing (DBS) usage and advance the knowledge on
shared bicycle service, this study empirically investigated the riding behavior in the time and …

Machine learning techniques for evaluating the nonlinear link between built-environment characteristics and travel behaviors: a systematic review

M Aghaabbasi, S Chalermpong - Travel behaviour and society, 2023 - safetylit.org
For years, linearity assumptions have been used to assess the relationship between the built
environment and travel behavior. However, recent investigations have revealed that these …

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 …

Associations between the streetscape built environment and walking to school among primary schoolchildren in Beijing, China

X Wang, Y Liu, C Zhu, Y Yao, M Helbich - Journal of transport geography, 2022 - Elsevier
Active travel to school is considered one of the channels for improving schoolchildren's daily
physical activity level. The built environment is increasingly recognized as a factor likely to …

The nonlinear relationship between the active travel behavior of older adults and built environments: A comparison between an inner-city area and a suburban area

C Guo, Y Jiang, R Qiao, J Zhao, J Weng… - Sustainable Cities and …, 2023 - Elsevier
The nonlinear relationship between the built environment and active travel among older
adults within the inner-city context has been widely researched. However, limited attempts …

Exploring nonlinear effects of built environment on jogging behavior using random forest

Y Liu, Y Li, W Yang, J Hu - Applied geography, 2023 - Elsevier
Outdoor jogging is a beneficial and replicable physical activity (PA). The nonlinear effects of
the built environment (BE) on jogging fitness received little attention, compared with the …

[HTML][HTML] Transit-Oriented Development and Sustainable Cities: A Visual Analysis of the Literature Based on CiteSpace and VOSviewer

Q Fang, T Inoue, D Li, Q Liu, J Ma - Sustainability, 2023 - mdpi.com
In the last three decades, relevant research has rapidly increased in tandem with the global
popularity of TOD (transit-oriented development) initiatives. It is vital to thoroughly …