Spatial Structure of Places in Singapore from a Complexity Perspective of the Public Transport Network

H. Huynh
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Abstract

As cities become increasingly developed, inclusive and equal provision of public services and affordable housing is essential in achieving sustainable growth and development. In Singapore, with much of the population living in public housing and taking public transport, there is a great need to understand their landscape across the country. In this study, using tools from Complexity Science, we elucidated the spatial organization of places in Singapore through public bus transport connectivity, and investigated the association between such pattern to the distribution of the population age groups and property price. From the spatial network of the public transport services, we probed the places’ scale using the continuum percolation approach to uncover their spatial pattern. After that, we employed an information-theoretic measure of complexity to quantify the spatial organization of the system. The results show that there is a critical distance embedded within the public transport system at which the structure of the places in Singapore emerges. In many areas, the connectivity between places map well, and are greatest within the official planning boundary, demonstrating the influence of upstream spatial planning in determining bus networks. Yet in mature towns (particularly those in the central region), bus connectivity spans beyond planning boundaries, suggesting a more organic pattern on the ground in places with a longer history of development. The complexity of the bus network maps remarkably well to residential areas, and was associated with the distribution of resident age groups, and to property prices. In particular, the well-connected areas in and around the central region of Singapore are associated with higher property price and an older population. In contrast, the peripheral less-connected areas tend to see a lower property price and a younger population. The findings can contribute to understanding the existing pattern of physical and social form within an urban system, highlighting the role of complexity science methods in uncovering ‘emergent’ patterns in bus transport networks, beyond initial spatial plans, as areas mature over time. It can also guide future planning by highlighting the areas where more attention is needed to enhance island wide public bus connectivity, and by doing so, enable the public transport system to contribute to reducing potential socio-economic polarization within the system.
公共交通网络复杂性视角下的新加坡场所空间结构
随着城市日益发达,包容和平等地提供公共服务和经济适用房对实现可持续增长和发展至关重要。在新加坡,由于大部分人口居住在公共住房和乘坐公共交通工具,因此非常需要了解全国各地的景观。在本研究中,我们运用复杂性科学的工具,通过公共汽车交通连通性来阐明新加坡地方的空间组织,并研究这种模式与人口年龄组分布和房地产价格之间的关系。从公共交通服务的空间网络出发,利用连续体渗透方法探讨了场所的尺度,揭示了其空间格局。之后,我们采用了一种复杂性的信息论度量来量化系统的空间组织。研究结果表明,在公共交通系统中存在一个关键距离,在这个距离上,新加坡的地方结构出现了。在许多地区,地方之间的连通性很好,并且在官方规划边界内最大,这表明上游空间规划在确定公交网络方面的影响。然而,在成熟的城镇(尤其是中部地区的城镇),公共汽车的连接跨越了规划的边界,这表明在发展历史较长的地方,地面上有一种更有机的模式。公交网络的复杂性很好地映射到居民区,并与居民年龄组的分布和房地产价格有关。特别是,新加坡中部及周边地区的联系紧密的地区与较高的房地产价格和人口老龄化有关。相比之下,周边不太连通的地区往往房价更低,人口更年轻。这些发现有助于理解城市系统中现有的物理和社会形态模式,突出了复杂性科学方法在揭示公共交通网络中“新兴”模式方面的作用,超越了最初的空间规划,随着时间的推移,区域逐渐成熟。它还可以通过突出需要更多关注的领域来指导未来的规划,以加强全岛公共巴士的连通性,并通过这样做,使公共交通系统有助于减少系统内潜在的社会经济两极分化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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