uam友好社区的通勤选择

IF 6.3 1区 工程技术 Q1 ECONOMICS Transportation Research Part A-Policy and Practice Pub Date : 2024-11-29 DOI:10.1016/j.tra.2024.104338
Ying Zhao, Tao Feng
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引用次数: 0

摘要

城市空中交通(UAM)提供快速的城市内和城际交通服务,有可能导致个人通勤和居住决策的转变。预期在住宅区,UAM的服务将会改善居民的交通。UAM友好型社区代表了一种全新的、综合的社区概念,它提供了便利UAM服务所需的基础设施和出行环境,从而促进了社区的可持续发展,并改善了可达性。为了更深入地了解uam友好社区中通勤者的选择行为,我们设计了一个陈述选择实验。利用北京市的数据,我们估计了一个具有交互效应的混合logit模型,以识别不同人的选择偏好,同时捕捉未观察到的偏好异质性。我们发现,个人普遍倾向于居住在距离UAM垂直机场1公里以内,停车费低(5元/天)或免费,UAT通勤时间为15分钟,并且有无人机窗口对接配送服务的社区。高收入家庭(40万元/年)和有车家庭可能会接受这些新颖的社区。不同年龄组的个体在居住位置和到UAM垂直机场的距离方面存在不同程度的异质性。弹性分析结果表明,大学通勤成本对大学友好社区居住可能性的影响最大。
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Commuter choice of UAM-friendly neighborhoods
Urban Air Mobility (UAM) which provides swift intra- and intercity transportation services has the potential to induce shifts in individuals’ commuting and residential decisions. It is anticipated that, in residential areas, UAM services would enhance accessibility for residents. An UAM-friendly neighborhood represents a novel, integrated neighborhood concept that provides the infrastructure and travel environment required to facilitate UAM services, thereby promoting sustainable neighborhood development and improving accessibility. To gain a deeper understanding of commuters’ choice behavior in UAM-friendly neighborhoods, we designed a stated choice experiment. Using data collected in Beijing city, we estimated a mixed logit model with interaction effects to identify the choice preferences of different people while capturing the unobserved preference heterogeneity. We found that individuals generally prefer to reside in such neighborhoods where the access distance to UAM vertiports is within one kilometer, the parking fee is either low (5 yuan/day) or free, the commuting time by UAT is 15 min, and drone window-docking delivery services are available. Households with high incomes (>400,000 yuan/year) and those owning a car are likely to adopt these novel neighborhoods. There is a varying degree of heterogeneity observed regarding residential location and distance to UAM vertiports among individuals in different age groups. Results of the elasticity analysis indicate that UAT commuting cost has the greatest impact on the likelihood of residing in UAM-friendly neighborhoods.
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来源期刊
CiteScore
13.20
自引率
7.80%
发文量
257
审稿时长
9.8 months
期刊介绍: Transportation Research: Part A contains papers of general interest in all passenger and freight transportation modes: policy analysis, formulation and evaluation; planning; interaction with the political, socioeconomic and physical environment; design, management and evaluation of transportation systems. Topics are approached from any discipline or perspective: economics, engineering, sociology, psychology, etc. Case studies, survey and expository papers are included, as are articles which contribute to unification of the field, or to an understanding of the comparative aspects of different systems. Papers which assess the scope for technological innovation within a social or political framework are also published. The journal is international, and places equal emphasis on the problems of industrialized and non-industrialized regions. Part A''s aims and scope are complementary to Transportation Research Part B: Methodological, Part C: Emerging Technologies and Part D: Transport and Environment. Part E: Logistics and Transportation Review. Part F: Traffic Psychology and Behaviour. The complete set forms the most cohesive and comprehensive reference of current research in transportation science.
期刊最新文献
Social norms at crosswalks: Impact on pedestrian-yielding behavior and nudge intervention effectiveness Investigating relationships between ridesourcing and public transit using big data analysis and nonlinear machine learning: A case study of Shanghai, China Commuter choice of UAM-friendly neighborhoods Revealing accessibility disparities: A latent class analysis linking objective and subjective accessibility measures The effect of electric vehicle use on trip frequency and vehicle kilometers traveled (VKT) in the Netherlands
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