利用智能卡数据了解新冠肺炎期间新加坡捷运乘客的出行模式

IF 2.2 3区 社会学 Q2 GEOGRAPHY Singapore Journal of Tropical Geography Pub Date : 2023-08-30 DOI:10.1111/sjtg.12509
Mingjia Chen, Yingwei Yan, C. Feng, Shuting Chen, Jing Wang, Mengbi Ye
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引用次数: 1

摘要

捷运是新加坡主要的公共交通方式之一。了解地铁乘客的出行模式对提高运输效率具有重要意义。作为一个人口密度高的城市国家,新加坡提供了平衡城市动态的代表,为智能城市规划提供了信息。在本文中,我们使用MRT智能卡数据,调查并可视化(使用静态地图和动态网络地图应用程序)了2019冠状病毒病大流行(2020年1月)之前、第一次疫情爆发(2020年5月)和奥密克戎疫情浪潮(2022年2月)期间新加坡MRT通勤模式的时空特征。我们还调查了个别地铁站的客流量与附近土地利用类型之间的关系。研究结果表明,新加坡地铁通勤者的空间格局与多中心城市结构相匹配。除了中心地区外,几个区域中心也被确定为多个时间段的乘客热点。此外,在疫情爆发期间,特别是在“熔断”期间,地铁客流大幅下降,周末/假日高峰时段的平均地铁通勤距离也有所减少。最后,确定了地铁车站的客流量与附近土地利用类型比例之间的相关性。
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Understanding the mobility patterns of Mass Rapid Transit (MRT) passengers amid COVID‐19 in Singapore using smart card data
The Mass Rapid Transit (MRT) is one of the major modes of public transportation in Singapore. Understanding the mobility patterns of MRT passengers has implications for improving transportation efficiency. As a city‐state with a high population density, Singapore provides a representation of balanced urban dynamics that informs smart urban planning. In this paper, we investigated and visualized (using both static maps and dynamic web map applications) the spatiotemporal characteristics of Singapore's MRT commuting patterns before the COVID‐19 pandemic (January 2020) and during the first outbreak (May 2020) and the Omicron wave of the pandemic (February 2022), using MRT smart card data. We also investigated the relationship between the passenger flows of individual MRT stations and the nearby land use types. Our results showed that the spatial patterns of Singapore's MRT commuters match the polycentric urban structure. In addition to central areas, several regional centres were identified as passenger hotspots in multiple time periods. Furthermore, during the outbreak of the pandemic, especially in the period of the ‘circuit breaker’, there was a major decline in MRT passenger flows and a decrease in average MRT commuting distances during weekend/holiday peak hours. Lastly, correlations between passenger flows of MRT stations and the proportion of nearby land use types have been identified.
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来源期刊
CiteScore
4.30
自引率
9.10%
发文量
54
期刊介绍: The Singapore Journal of Tropical Geography is an international, multidisciplinary journal jointly published three times a year by the Department of Geography, National University of Singapore, and Wiley-Blackwell. The SJTG provides a forum for discussion of problems and issues in the tropical world; it includes theoretical and empirical articles that deal with the physical and human environments and developmental issues from geographical and interrelated disciplinary viewpoints. We welcome contributions from geographers as well as other scholars from the humanities, social sciences and environmental sciences with an interest in tropical research.
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