{"title":"Commuting CO2 emissions and built environment around residences and workplaces: Income disparities","authors":"Zehang Yu , Chenchen Kang , Xiaoyan Huang","doi":"10.1016/j.trd.2025.105007","DOIUrl":null,"url":null,"abstract":"<div><div>Understanding the effects of the built environment (BE) on commuting CO<sub>2</sub> emissions is critical for developing low-carbon cities and advancing sustainable urban development. However, few studies have jointly assessed the effects of BE around residences and workplaces, especially with respect to income-based disparities in high-density urban contexts. In this study, cross-classified multilevel modeling is applied to household travel survey data from Xi’an, a high-density Chinese city. The results show that commuters with higher income generate disproportionately higher commuting CO<sub>2</sub> emissions and exhibit greater sensitivity to the BE attributes. Distance to the city center from residences and transit stations, parking lot density, and job accessibility around workplaces are key BE predictors of commuting CO<sub>2</sub> emissions. Unlike in low-density cities, high density and mixed land use are unimportant for carbon reduction in dense urban environments.</div></div>","PeriodicalId":23277,"journal":{"name":"Transportation Research Part D-transport and Environment","volume":"148 ","pages":"Article 105007"},"PeriodicalIF":7.7000,"publicationDate":"2025-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transportation Research Part D-transport and Environment","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1361920925004171","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL STUDIES","Score":null,"Total":0}
引用次数: 0
Abstract
Understanding the effects of the built environment (BE) on commuting CO2 emissions is critical for developing low-carbon cities and advancing sustainable urban development. However, few studies have jointly assessed the effects of BE around residences and workplaces, especially with respect to income-based disparities in high-density urban contexts. In this study, cross-classified multilevel modeling is applied to household travel survey data from Xi’an, a high-density Chinese city. The results show that commuters with higher income generate disproportionately higher commuting CO2 emissions and exhibit greater sensitivity to the BE attributes. Distance to the city center from residences and transit stations, parking lot density, and job accessibility around workplaces are key BE predictors of commuting CO2 emissions. Unlike in low-density cities, high density and mixed land use are unimportant for carbon reduction in dense urban environments.
期刊介绍:
Transportation Research Part D: Transport and Environment focuses on original research exploring the environmental impacts of transportation, policy responses to these impacts, and their implications for transportation system design, planning, and management. The journal comprehensively covers the interaction between transportation and the environment, ranging from local effects on specific geographical areas to global implications such as natural resource depletion and atmospheric pollution.
We welcome research papers across all transportation modes, including maritime, air, and land transportation, assessing their environmental impacts broadly. Papers addressing both mobile aspects and transportation infrastructure are considered. The journal prioritizes empirical findings and policy responses of regulatory, planning, technical, or fiscal nature. Articles are policy-driven, accessible, and applicable to readers from diverse disciplines, emphasizing relevance and practicality. We encourage interdisciplinary submissions and welcome contributions from economically developing and advanced countries alike, reflecting our international orientation.