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 …
environment and travel behavior. However, recent investigations have revealed that these …
Spatiotemporal analysis of built environment restrained traffic carbon emissions and policy implications
Urban environmental policies need to be rectified considering the spatioemporal variations
of traffic emissions. However, knowledge to support such a decision-making process is …
of traffic emissions. However, knowledge to support such a decision-making process is …
[HTML][HTML] Comparing urban form influences on travel distance, car ownership, and mode choice
Steady growth in global greenhouse gas emissions from transport is driven by growing
demand for car travel. A sizable body of research investigates influences of urban form on …
demand for car travel. A sizable body of research investigates influences of urban form on …
Nonlinear, threshold and synergistic effects of first/last-mile facilities on metro ridership
B Peng, Y Zhang, C Li, T Wang, S Yuan - Transportation Research Part D …, 2023 - Elsevier
Understanding the effects of intermodal connectivity on metro ridership is essential for
policymakers and urban planners to facilitate metro usage. Although many studies have …
policymakers and urban planners to facilitate metro usage. Although many studies have …
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 …
Personal mobility choices and disparities in carbon emissions
The promotion of sustainable mobility choices is a crucial element of transport
decarbonization. It requires a fundamental understanding of the choices available to urban …
decarbonization. It requires a fundamental understanding of the choices available to urban …
[HTML][HTML] Post-/pandemic mobility adaptations and wellbeing in Oslo, Norway: A longitudinal mixed-methods approach
SC Hoff, L Böcker, UB Wethal - Transportation Research Part D: Transport …, 2024 - Elsevier
This study investigates the understudied relationship between post-/pandemic mobility
adaptations and wellbeing outcomes, drawing on a longitudinal mixed-method approach …
adaptations and wellbeing outcomes, drawing on a longitudinal mixed-method approach …
Revisiting residential self-selection and travel behavior connection using a double machine learning
Residential self-selection (RSS) confounds the connection between the built environment
and travel behavior. Existing studies have used endogenous switching regression models to …
and travel behavior. Existing studies have used endogenous switching regression models to …
Examining the relationship between car ownership, car use, and exercise: Role of the built environment
Although owning a car allows people to access distant fitness centers and may promote
exercise, car use may encourage sedentary behavior and reduce exercise. There is no …
exercise, car use may encourage sedentary behavior and reduce exercise. There is no …
Meteorological-Data-Driven Rubber Tree Powdery Mildew Model and Its Application on Spatiotemporal Patterns: A Case Study of Hainan Island
J Kong, Y An, X Shi, Z Sun, L Wu, W Cui - Sustainability, 2023 - mdpi.com
Given that rubber is an important strategic material and the prevalence of rubber tree
powdery mildew (RTPM) is a serious issue, the study of RTPM is becoming increasingly …
powdery mildew (RTPM) is a serious issue, the study of RTPM is becoming increasingly …