Spatiotemporal heterogeneity of the shared e-scooter-public transport relationships in Stockholm and Helsinki
文献类型：期刊论文
| 作者 | Guo, Zijian; Liu, Jian; Zhao, Pengxiang3,5; Li, Aoyong4,6; Liu, Xintao1 |
| 刊名 | TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT
 |
| 出版日期 | 2023-09-01 |
| 卷号 | 122页码:103880 |
| 关键词 | Shared e-scooters Public transport Competitive and complementary trips Spatiotemporal heterogeneity Random forest |
| DOI | 10.1016/j.trd.2023.103880 |
| 文献子类 | Article |
| 英文摘要 | Although shared e-scooters have displayed both complementary and competitive relationships with public transport, less attention has been paid to investigating the spatiotemporal variations of such relationships, and how the relationships are associated with the urban built environment. To bridge the gaps, we first explore the spatiotemporal heterogeneity of such relationships by conducting a comparative study of Stockholm and Helsinki based on the empirical data. Then, an explainable AI method is applied to examine the associations between the relationships and built environment. We found that Helsinki presents higher ratios of the competitive dominant areas (DPET) compared with Stockholm showing higher ratios of the complementary dominant areas (DPLE). The correlation analysis results indicate that the distance-to-public-transport is associated with DPET in two cities. Some factors present a non-linear effect, e.g., the density-of-the population, etc. This study is beneficial for the better integration of shared e-scooters and public transport towards sustainable urban mobility systems. |
| WOS关键词 | USAGE PATTERNS |
| WOS研究方向 | Environmental Sciences & Ecology ; Transportation |
| WOS记录号 | WOS:001069493300001 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/200894]  |
| 专题 | 资源与环境信息系统国家重点实验室_外文论文 |
| 作者单位 | 1.State Key Lab Resources & Environm Informat Syst, Beijing, Peoples R China 2.Hong Kong Polytech Univ, Smart Cities Res Inst, Hong Kong, Peoples R China 3.Lund Univ, GIS Ctr, Dept Phys Geog & Ecosyst Sci, Lund, Sweden 4.K2 Swedish Knowledge Ctr Publ Transport, Bruksgatan 8, SE-22236 Lund, Sweden 5.Hong Kong Polytech Univ, Dept Land Surveying & Geoinformat, Hong Kong, Peoples R China 6.Tsinghua Univ, Sch Vehicle & Mobil, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Guo, Zijian,Liu, Jian,Zhao, Pengxiang,et al. Spatiotemporal heterogeneity of the shared e-scooter-public transport relationships in Stockholm and Helsinki[J]. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT,2023,122:103880. |
| APA | Guo, Zijian,Liu, Jian,Zhao, Pengxiang,Li, Aoyong,&Liu, Xintao.(2023).Spatiotemporal heterogeneity of the shared e-scooter-public transport relationships in Stockholm and Helsinki.TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT,122,103880. |
| MLA | Guo, Zijian,et al."Spatiotemporal heterogeneity of the shared e-scooter-public transport relationships in Stockholm and Helsinki".TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT 122(2023):103880. |
入库方式： OAI收割
来源：地理科学与资源研究所
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