Examining the Nonlinear and Synergistic Effects of Multidimensional Elements on Commuting Carbon Emissions: A Case Study in Wuhan, China
Liang Guo,
Shuo Yang,
Qinghao Zhang,
Leyu Zhou and
Hui He (hehui66@hust.edu.cn)
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Liang Guo: School of Architecture & Urban Planning, Huazhong University of Science and Technology, Wuhan 430000, China
Shuo Yang: School of Architecture & Urban Planning, Huazhong University of Science and Technology, Wuhan 430000, China
Qinghao Zhang: School of Architecture & Urban Planning, Huazhong University of Science and Technology, Wuhan 430000, China
Leyu Zhou: School of Architecture & Urban Planning, Huazhong University of Science and Technology, Wuhan 430000, China
Hui He: School of Architecture & Urban Planning, Huazhong University of Science and Technology, Wuhan 430000, China
IJERPH, 2023, vol. 20, issue 2, 1-28
Abstract:
Understanding the specific effects of multidimensional elements of a built environment, transportation management policies, and the socio-demographics of travelers associated with commuting carbon emissions is significant for planners in promoting low-carbon and healthy urban development through transportation and land use and urban management policies. Most of the existing studies focus on the complex mechanisms affecting commuting behavior, but the relevant elements and specific mechanisms affecting commuting carbon emissions have not received sufficient attention. This study uses a random forest approach to analyze residential travel data from Wuhan, China. The results show that built environment and transportation demand management policies are critical to commuting carbon emissions, and that there is a non-linear association between multidimensional factors and commuting carbon emissions in Chinese cities. In addition, the study examines the synergistic effects of built environment and transportation management policies on commuting carbon emissions among different built environment elements. The results of the study provide valuable insights for planners in formulating low-carbon city and transportation development policies.
Keywords: nonlinear and synergistic effects; multidimensional elements; commuting carbon emissions (search for similar items in EconPapers)
JEL-codes: I I1 I3 Q Q5 (search for similar items in EconPapers)
Date: 2023
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