Comparative GIS Analysis of Public Transport Accessibility in Metropolitan Areas

IF 2.6 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers Pub Date : 2023-12-15 DOI:10.3390/computers12120260
Arnab Biswas, Kiki Adhinugraha, David Taniar
{"title":"Comparative GIS Analysis of Public Transport Accessibility in Metropolitan Areas","authors":"Arnab Biswas, Kiki Adhinugraha, David Taniar","doi":"10.3390/computers12120260","DOIUrl":null,"url":null,"abstract":"With urban areas facing rapid population growth, public transport plays a key role to provide efficient and economic accessibility to the residents. It reduces the use of personal vehicles leading to reduced traffic congestion on roads and reduced pollution. To assess the performance of these transport systems, prior studies have taken into consideration the blank spot areas, population density, and stop access density; however, very little research has been performed to compare the accessibility between cities using a GIS-based approach. This paper compares the access and performance of public transport across Melbourne and Sydney, two cities with a similar size, population, and economy. The methodology uses spatial PostGIS queries to focus on accessibility-based approach for each residential mesh block and aggregates the blank spots, and the number of services offered by time of day and the frequency of services at the local government area (LGA) level. The results of the study reveal an interesting trend: that with increase in distance of LGA from city centre, the blank spot percentage increases while the frequency of services and stops offering weekend/night services declines. The results conclude that while Sydney exhibits a lower percentage of blank spots and has better coverage, performance in terms of accessibility by service time and frequency is better for Melbourne’s LGAs, even as the distance increases from the city centre.","PeriodicalId":46292,"journal":{"name":"Computers","volume":"121 14","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2023-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/computers12120260","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

With urban areas facing rapid population growth, public transport plays a key role to provide efficient and economic accessibility to the residents. It reduces the use of personal vehicles leading to reduced traffic congestion on roads and reduced pollution. To assess the performance of these transport systems, prior studies have taken into consideration the blank spot areas, population density, and stop access density; however, very little research has been performed to compare the accessibility between cities using a GIS-based approach. This paper compares the access and performance of public transport across Melbourne and Sydney, two cities with a similar size, population, and economy. The methodology uses spatial PostGIS queries to focus on accessibility-based approach for each residential mesh block and aggregates the blank spots, and the number of services offered by time of day and the frequency of services at the local government area (LGA) level. The results of the study reveal an interesting trend: that with increase in distance of LGA from city centre, the blank spot percentage increases while the frequency of services and stops offering weekend/night services declines. The results conclude that while Sydney exhibits a lower percentage of blank spots and has better coverage, performance in terms of accessibility by service time and frequency is better for Melbourne’s LGAs, even as the distance increases from the city centre.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
大都市地区公共交通可达性的地理信息系统比较分析
随着城市地区人口的快速增长,公共交通在为居民提供高效、经济的出行方式方面发挥着关键作用。它减少了个人车辆的使用,从而减少了道路交通拥堵,降低了污染。为了评估这些交通系统的性能,之前的研究已经考虑了空白点区域、人口密度和站点访问密度;然而,很少有研究使用基于地理信息系统的方法来比较城市之间的可达性。本文比较了墨尔本和悉尼这两个面积、人口和经济状况相似的城市的公共交通可达性和性能。该方法使用空间 PostGIS 查询,以每个住宅网状街区为重点,采用基于可达性的方法,在地方政府区域 (LGA) 层面汇总空白点、按时间段提供的服务数量和服务频率。研究结果揭示了一个有趣的趋势:随着地方政府区域与市中心距离的增加,空白点百分比增加,而服务频率和提供周末/夜间服务的站点则减少。研究结果得出的结论是,虽然悉尼的空白点比例较低,覆盖范围较广,但墨尔本 LGA 在服务时间和班次的可达性方面表现更好,即使与市中心的距离增加也是如此。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Computers
Computers COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
5.40
自引率
3.60%
发文量
153
审稿时长
11 weeks
期刊最新文献
Advanced Road Safety: Collective Perception for Probability of Collision Estimation of Connected Vehicles Forecasting of Bitcoin Illiquidity Using High-Dimensional and Textual Features Mining Negative Associations from Medical Databases Considering Frequent, Regular, Closed and Maximal Patterns Faraway, so Close: Perceptions of the Metaverse on the Edge of Madness Blockchain-Powered Gaming: Bridging Entertainment with Serious Game Objectives
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1