Urban expedition: Unveiling long-distance commuting and its nonlinear ties to the built environment
文献类型：期刊论文
| 作者 | Zhang, Mengmeng3; Jiang, Qianliang3; Jiang, Huaxiong3; Ma, Liang2; Wang, Jiao'e1 |
| 刊名 | TRAVEL BEHAVIOUR AND SOCIETY
 |
| 出版日期 | 2026-04-01 |
| 卷号 | 43页码:101195 |
| 关键词 | Long-distance commuting Built environment Jobs-housing balance Job accessibility Gradient boosting decision trees Beijing |
| ISSN号 | 2214-367X |
| DOI | 10.1016/j.tbs.2025.101195 |
| 产权排序 | 3 |
| 文献子类 | Article |
| 英文摘要 | The rapid growth of global long-distance commuting (LDC) presents increasing challenges for both environmental sustainability and individual well-being. Despite growing attention to this issue, the literature often lacks an explicit urban planning perspective on how the built environment influences LDC. In this study, a gradient boosting decision tree model is employed to examine these relationships using multiple data sources from Beijing. The results reveal that the characteristics of Beijing's residential built environment significantly shape LDC patterns among transit users. Key built environment factors-including the jobs-housing ratio, distance to job centers, job accessibility, land-use diversity, and bus station density-exhibit nonlinear associations with LDC. These relationships are characterized by distinct threshold effects and U-shaped patterns. Moreover, spatial heterogeneity is evident, with varying influences across the inner city, inner suburbs, and outer suburbs. This study highlights the need to promote a more balanced jobs-housing relationship, increase land-use diversity, and expand employment opportunities in the inner suburbs to mitigate the pressures associated with extreme commuting. |
| URL标识 | 查看原文 |
| WOS关键词 | JOBS-HOUSING BALANCE ; ACCESSIBILITY ; DETERMINANTS ; BEHAVIOR |
| WOS研究方向 | Transportation |
| 语种 | 英语 |
| WOS记录号 | WOS:001621751600001 |
| 出版者 | ELSEVIER |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/219681]  |
| 专题 | 区域可持续发展分析与模拟院重点实验室_外文论文 |
| 通讯作者 | Jiang, Huaxiong |
| 作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China 2.Peking Univ, Coll Urban & Environm Sci, Beijing, Peoples R China; 3.Beijing Normal Univ, Fac Geog Sci, Beijing 100875, Peoples R China; |
| 推荐引用方式 GB/T 7714 | Zhang, Mengmeng,Jiang, Qianliang,Jiang, Huaxiong,et al. Urban expedition: Unveiling long-distance commuting and its nonlinear ties to the built environment[J]. TRAVEL BEHAVIOUR AND SOCIETY,2026,43:101195. |
| APA | Zhang, Mengmeng,Jiang, Qianliang,Jiang, Huaxiong,Ma, Liang,&Wang, Jiao'e.(2026).Urban expedition: Unveiling long-distance commuting and its nonlinear ties to the built environment.TRAVEL BEHAVIOUR AND SOCIETY,43,101195. |
| MLA | Zhang, Mengmeng,et al."Urban expedition: Unveiling long-distance commuting and its nonlinear ties to the built environment".TRAVEL BEHAVIOUR AND SOCIETY 43(2026):101195. |
入库方式： OAI收割
来源：地理科学与资源研究所
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