Bike share usage and the built environment: a review

Y Guo, L Yang, Y Chen - Frontiers in public health, 2022 - frontiersin.org
Bike share engages riders in physical activity, beneficial to health. In addition, it promotes
green mobility and contributes to carbon neutrality. An understanding of the association …

Machine learning for geographically differentiated climate change mitigation in urban areas

N Milojevic-Dupont, F Creutzig - Sustainable Cities and Society, 2021 - Elsevier
Artificial intelligence and machine learning are transforming scientific disciplines, but their
full potential for climate change mitigation remains elusive. Here, we conduct a systematic …

To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults

L Yang, Y Ao, J Ke, Y Lu, Y Liang - Journal of transport geography, 2021 - Elsevier
Population aging is a conspicuous demographic trend shaping the world profoundly.
Walking is a critical travel mode and physical activity for older adults. As such, there is a …

Examining non-linear built environment effects on elderly's walking: A random forest approach

L Cheng, J De Vos, P Zhao, M Yang, F Witlox - Transportation research part …, 2020 - Elsevier
Previous studies often assume a pre-specified relationship between walking and the built
environment. Using data from 702 older adults in Nanjing (China), this study employs a …

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 …

Non-linear associations between built environment and active travel for working and shopping: An extreme gradient boosting approach

J Liu, B Wang, L Xiao - Journal of Transport Geography, 2021 - Elsevier
Active travel has environmental, social, and public health-related benefits. Researchers from
diverse domains have extensively studied built-environment associations with active travel …

Identifying key factors associated with ridesplitting adoption rate and modeling their nonlinear relationships

Y Xu, X Yan, X Liu, X Zhao - Transportation Research Part A: Policy and …, 2021 - Elsevier
Ridesharing is critical for promoting transportation sustainability. As a new form of
ridesharing services, ridesplitting has rarely been studied. Based on the Chicago …

Exploring nonlinear effects of the built environment on ridesplitting: Evidence from Chengdu

M Tu, W Li, O Orfila, Y Li, D Gruyer - Transportation Research Part D …, 2021 - Elsevier
Ridesplitting, a form of ridesourcing services that matches riders with similar routes to the
same driver, is a high occupancy travel mode that can bring considerable benefits. However …

Dockless bike-sharing as a feeder mode of metro commute? The role of the feeder-related built environment: Analytical framework and empirical evidence

Y Guo, L Yang, Y Lu, R Zhao - Sustainable Cities and Society, 2021 - Elsevier
The newly prevailing dockless bike-sharing system offers a decent solution to the first-and
last-mile problem and connects trip origins/destinations and transit (mostly metro) stations …

[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 …