Quantifying Bus Accessibility and Mobility for Urban Branches: A Reliability Modeling Approach

IF 3.3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Sustainability Pub Date : 2023-11-09 DOI:10.3390/su152215770
Pei Tong, Wenjing Du, Yadan Yan, Junsheng Li
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引用次数: 0

Abstract

In order to quantitatively assess the realization degree of urban branch road function, an evaluation method based on reliability theory was established. Firstly, the main characteristics of urban branch road functions, that is, emphasizing accessibility while maintaining mobility, were analyzed. Based on common road network patterns, the branch road network between adjacent higher-level roads was selected as the research object. Public transportation, which is more representative of accessibility, was considered in the evaluation method. Then, a reliability model for branch road function evaluation was proposed, in which walking distance and travel time by bus were taken as the main indicators. Combining Dijkstra algorithm and Monte Carlo simulation, the model was solved. The feasibility of the method was verified through a case study of two branch road units. Then, influences of road network density, connectivity, and bus route layout on the reliability of branch road unit functions were clarified by sensitivity analysis. Results showed that the reliability of the branch unit exhibited a trend of initially increasing and then decreasing with the growth of road network density and connectivity, which indicated that excessively high road network density may hinder the performance of the branch road unit. Adjusting the layout of bus routes within branch road units and expanding the service area of bus routes can enhance reliability. Finally, some suggestions for optimizing branch road unit reliability were provided.
量化城市公交可达性和机动性:一种可靠性建模方法
为了定量评价城市分支道路功能实现程度,建立了一种基于可靠性理论的评价方法。首先,分析了城市分支道路功能的主要特征,即强调可达性,同时保持流动性;在常见路网模式的基础上,选取相邻高等级道路之间的分支路网作为研究对象。在评价方法中考虑了更具可达性代表性的公共交通。然后,以步行距离和公交行驶时间为主要指标,建立了分支道路功能评价的可靠性模型。结合Dijkstra算法和蒙特卡罗仿真,对模型进行了求解。通过对两个支路单元的实例分析,验证了该方法的可行性。然后,通过敏感性分析,阐明路网密度、连通性和公交线路布局对支路单元功能可靠性的影响。结果表明:随着路网密度和连通性的增加,支路单元的可靠性呈现先增加后降低的趋势,表明过高的路网密度可能会阻碍支路单元的性能;调整分支道路单位内的公交线路布局,扩大公交线路的服务范围,可以提高可靠性。最后提出了优化支路单元可靠性的建议。
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来源期刊
Sustainability
Sustainability ENVIRONMENTAL SCIENCES-ENVIRONMENTAL SCIENCES
CiteScore
6.80
自引率
20.50%
发文量
14120
审稿时长
17.72 days
期刊介绍: Sustainability (ISSN 2071-1050) is an international and cross-disciplinary scholarly, open access journal of environmental, cultural, economic and social sustainability of human beings, which provides an advanced forum for studies related to sustainability and sustainable development. It publishes reviews, regular research papers, communications and short notes, and there is no restriction on the length of the papers. Our aim is to encourage scientists to publish their experimental and theoretical research relating to natural sciences, social sciences and humanities in as much detail as possible in order to promote scientific predictions and impact assessments of global change and development. Full experimental and methodical details must be provided so that the results can be reproduced.
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