空间分辨率对公共交通可达性测量误差的影响

IF 6.3 2区 工程技术 Q1 ECONOMICS
Yanda Qu , Graham Currie , Geoffrey I. Webb
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引用次数: 0

摘要

基于地点的可达性措施对交通规划至关重要。然而,它们的精度可能会因计算中使用的代表性点的空间分辨率而有很大差异。本研究将该精度问题称为测量分辨率误差,其在公共交通可达性分析中的影响尚未得到全面探讨。本研究以澳大利亚墨尔本为研究区域,考察了不同空间分辨率、公共交通服务水平、机会密度、可达性措施类型和时间阈值的测量分辨率误差。结果表明,虽然误差通常很小,但它们的大小高度依赖于上下文。较小的时间阈值、较低的服务水平、导致较低可访问性值的机会密度以及更复杂的可访问性度量都增加了对该错误的敏感性。人口稀少的郊区混合土地使用,公共交通服务有限,最容易受到测量分辨率误差的影响,造成重大的交通公平影响。该研究建议在一般公共交通可达性分析中使用能够反映土地使用信息的分辨率数据,而如果分析目标需要这种粒度,则应选择性地应用建筑物级别的分辨率数据。这些发现强调了意识到测量分辨率误差的重要性,并为在交通规划中平衡分析精度和计算效率提供了循证指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial resolution impact on public transport accessibility measurement error
Place-based accessibility measures are critical to transport planning. However, their accuracy can vary greatly depending on the spatial resolution of representative points used in calculations. This study refers to this precision issue as measurement resolution error, and its impacts have not yet been comprehensively explored in public transport accessibility analysis. Using Melbourne, Australia, as the study area, this study examined measurement resolution error across various spatial resolutions, public transport service levels, opportunity densities, types of accessibility measures and time thresholds. Results reveal that while the errors are generally small, their magnitude is highly context dependent. Smaller time thresholds, lower service levels, opportunity density that leads to lower accessibility values, and more complex accessibility measures all increase sensitivity to this error. Suburban areas with sparsely populated mixed land use that are served with modest public transport services are the most vulnerable to measurement resolution error, creating significant transport equity implications. The study recommends the use of data at resolutions that can reflect land use information for general public transport accessibility analysis, while building-level resolution data should be selectively applied if analysis objectives warrant such granularity. These findings highlight the importance of being aware of measurement resolution errors and provide evidence-based guidance for balancing analytical precision with computational efficiency in transport planning.
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来源期刊
CiteScore
11.50
自引率
11.50%
发文量
197
期刊介绍: A major resurgence has occurred in transport geography in the wake of political and policy changes, huge transport infrastructure projects and responses to urban traffic congestion. The Journal of Transport Geography provides a central focus for developments in this rapidly expanding sub-discipline.
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