Evaluation of public land transport accessibility in St. Petersburg, Russia, using a geospatial approach

IF 4.7 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-02-20 DOI:10.22389/0016-7126-2024-1003-1-43-51
Aleksey Romanchikov, T. Baltyzhakova, V.V. Belyaev
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Abstract

The authors propose a method for evaluating the public transport accessibility of a city, based on the spatial distribution of real estate and commercial property in its territory, it enables making a rating table of routes and stops. The relevance of the study is related to the high social importance of mass transit, since its accessibility creates a more comfortable urban environment and offers new opportunities to the residents. The significant growth of research on this topic is a result of the social need to improve the use of urban space. The rapid development in the field of big data processing makes it much more relevant to the real situation than any previous models. However, researchers often lack up-to-date information on the distribution of the population in a given territory, because the concept of state open spatial data in Russia is currently in its early stages, and city authorities may decide to make it confidential. The proposed quantitative approach to assessing the provision of urban areas with land transportation means is based on using spatial data available in open sources, as well as methods of geospatial analysis and modelling. It is used to study the public transport in St. Petersburg, RF; the technique has enabled identifying the main municipal routes as well as the parts of the city requiring network expansion
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利用地理空间方法评估俄罗斯圣彼得堡陆路公共交通的可达性
作者提出了一种评估城市公共交通可达性的方法,该方法以城市领土上房地产和商业地产的空间分布为基础,能够制作线路和站点的评级表。这项研究的相关性与公共交通的高度社会重要性有关,因为公共交通的可达性创造了更舒适的城市环境,并为居民提供了新的机会。有关这一主题的研究之所以大幅增长,是因为社会需要改善城市空间的利用。大数据处理领域的快速发展使其比以往任何模式都更贴近实际情况。然而,研究人员往往缺乏特定地域人口分布的最新信息,因为俄罗斯国家开放空间数据的概念目前还处于早期阶段,城市当局可能会决定对其保密。所提出的评估城市地区陆路交通工具供应情况的定量方法是基于使用公开来源的空间数据以及地理空间分析和建模方法。该方法被用于研究俄罗斯联邦圣彼得堡的公共交通情况;通过该技术,可以确定主要的市政路线以及需要扩建网络的城市部分。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊介绍: ACS Applied Bio Materials is an interdisciplinary journal publishing original research covering all aspects of biomaterials and biointerfaces including and beyond the traditional biosensing, biomedical and therapeutic applications. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important bio applications. The journal is specifically interested in work that addresses the relationship between structure and function and assesses the stability and degradation of materials under relevant environmental and biological conditions.
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