探索不断扩张的城市大都市的客流时空模式:深圳案例研究

IF 2.8 3区 地球科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Sirui Lv, Hu Yang, Xin Lu, Fan Zhang, Pu Wang
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引用次数: 0

摘要

尽管对城市地铁客流进行了广泛的研究,但人们对其随着城市地铁网络的延伸而不断演变的时空模式还不甚了解。本研究以深圳为案例城市,通过分析深圳地铁不断演变的网络拓扑结构,开始了对这一问题的研究。随后,我们利用长期的智能卡数据分析了客流的时空演变模式,并开发了一种分析方法来确定城市地铁拥堵的主要客源。虽然随着城市地铁网络的延伸,乘客出行需求和客流量不断增加,但主要客流来源在空间上却非常稳定,这凸显了城市地铁系统演变的内在不变性。最后,我们分析了人口和土地利用因素对客源客流贡献的影响,为预测未来客流状况提供了有用的线索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the Spatiotemporal Patterns of Passenger Flows in Expanding Urban Metros: A Case Study of Shenzhen
Despite extensive investigations on urban metro passenger flows, their evolving spatiotemporal patterns with the extensions of urban metro networks have not been well understood. Using Shenzhen as a case study city, our study initiates an investigation into this matter by analyzing the evolving network topology of Shenzhen Metro. Subsequently, leveraging long-term smart card data, we analyze the evolving spatiotemporal patterns of passenger flows and develop an analytical approach to pinpoint the major passenger sources of urban metro congestion. While the passenger travel demand and the passenger flow volumes kept increasing with the extension of the urban metro network, the major passenger sources were very stable in space, highlighting the inherent invariance in the evolution of the urban metro system. Finally, we analyze the impact of population and land use factors on passenger flow contributions of passenger sources, obtaining useful clues to foresee future passenger flow conditions.
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来源期刊
ISPRS International Journal of Geo-Information
ISPRS International Journal of Geo-Information GEOGRAPHY, PHYSICALREMOTE SENSING&nb-REMOTE SENSING
CiteScore
6.90
自引率
11.80%
发文量
520
审稿时长
19.87 days
期刊介绍: ISPRS International Journal of Geo-Information (ISSN 2220-9964) provides an advanced forum for the science and technology of geographic information. ISPRS International Journal of Geo-Information publishes regular research papers, reviews and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. The 2018 IJGI Outstanding Reviewer Award has been launched! This award acknowledge those who have generously dedicated their time to review manuscripts submitted to IJGI. See full details at http://www.mdpi.com/journal/ijgi/awards.
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