Time-varying and non-linear associations between metro ridership and the built environment
The metro is the backbone of the transport system in many cities. Analyzing the built-
environment correlates of metro ridership is crucial for transit-oriented development (TOD) …
environment correlates of metro ridership is crucial for transit-oriented development (TOD) …
The application of XGBoost and SHAP to examining the factors in freight truck-related crashes: An exploratory analysis
Due to the burgeoning demand for freight movement, freight related road safety threats have
been growing substantially. In spite of some research on the factors influencing freight truck …
been growing substantially. In spite of some research on the factors influencing freight truck …
Examining non-linear built environment effects on elderly's walking: A random forest approach
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 …
environment. Using data from 702 older adults in Nanjing (China), this study employs a …
Threshold and moderating effects of land use on metro ridership in Shenzhen: Implications for TOD planning
Although many studies investigate the association between land use and station ridership,
few examine their nonlinear and moderating relationships. Using metro smartcard data in …
few examine their nonlinear and moderating relationships. Using metro smartcard data in …
Spatial analysis of shared e-scooter trips
Shared e-scooters have become a common mode of transportation in many cities around
the world. E-sooters provide convenient and quick rides for short distances and can act as a …
the world. E-sooters provide convenient and quick rides for short distances and can act as a …
[HTML][HTML] Built environment and early infection of COVID-19 in urban districts: A case study of Huangzhou
Since COVID-19 spread rapidly worldwide, many countries have experienced significant
growth in the number of confirmed cases and deaths. Earlier studies have examined various …
growth in the number of confirmed cases and deaths. Earlier studies have examined various …
Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree
Urban vibrancy can facilitate human activities and social interactions, attract capital and
talent, enhance competitiveness and creativity, maintain resilience, and finally achieve a …
talent, enhance competitiveness and creativity, maintain resilience, and finally achieve a …
Elaborating non-linear associations and synergies of subway access and land uses with urban vitality in Shenzhen
J Yang, J Cao, Y Zhou - Transportation Research Part A: Policy and …, 2021 - Elsevier
Previous studies on the built environment and urban vitality often assume that they follow a
pre-defined (mostly linear in parameters) relationship, and few studies substantiate whether …
pre-defined (mostly linear in parameters) relationship, and few studies substantiate whether …
Neighborhood, built environment and resilience in transportation during the COVID-19 pandemic
COVID-19 has swept the world, and the unprecedented decline in transit ridership has been
noticed. However, little attention has been paid to the resilience of the transportation system …
noticed. However, little attention has been paid to the resilience of the transportation system …
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 …
same driver, is a high occupancy travel mode that can bring considerable benefits. However …