GIS Analysis of Adequate Accessibility to Public Transportation in Metropolitan Areas

S. Alamri, Kiki Adhinugraha, Nasser Allheeib, D. Taniar
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Abstract

The public transport system plays an important role in a city as it moves people from one place to another efficiently and economically. The public transport network must be organized in a way that will cover as many places and as much of the population as possible, and support the city’s growth. As one of Australia’s largest capital cities, Melbourne is growing and expanding its metropolitan area to reflect the growth in population and an increased number of activities. To date, little research has been conducted to determine the accessibility and adequacy of public transport taking into consideration the blank spot areas, the number of public transport options for each area, the population density within specific geographical areas, and other issues. In this study, a new measurement model is developed that examines public transport in residential areas and the extent to which it is adequate for the various local government areas (LGAs). An accessibility approach is adopted to evaluate the accessibility of different types of public transportation in residential areas in metropolitan Melbourne, Victoria, Australia. The results show that in most LGAs, the number of blank spots will decrease as the population density increases. This indicates that residents in lower-density areas will have less accessibility to public transportation. However, there is no indication that there is a greater level of services (such as more night-time and weekend public transportation services) in the high-density areas. This research is significant as it will point to and help to improve the areas with inadequate public transportation and other issues, taking into consideration their geographical locations and population density.
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都市地区公共交通可达性的GIS分析
公共交通系统在城市中扮演着重要的角色,因为它将人们从一个地方高效而经济地运送到另一个地方。公共交通网络的组织方式必须能够覆盖尽可能多的地方和尽可能多的人口,并支持城市的发展。作为澳大利亚最大的首府城市之一,墨尔本正在不断扩大其大都市区,以反映人口的增长和活动的增加。迄今为止,几乎没有研究考虑到空白点地区、每个地区的公共交通选择数量、特定地理区域内的人口密度等问题,以确定公共交通的可达性和充分性。在本研究中,开发了一种新的测量模型,用于检查住宅区的公共交通以及它在多大程度上适合各个地方政府区域(lga)。采用可达性方法对澳大利亚维多利亚州墨尔本市区不同类型公共交通的可达性进行了评价。结果表明,在大多数lga中,随着种群密度的增加,空白点的数量会减少。这表明低密度地区的居民乘坐公共交通工具的可能性更小。然而,没有迹象表明高密度地区的服务水平更高(例如夜间和周末的公共交通服务更多)。这项研究具有重要意义,因为它将指出并帮助改善公共交通不足等问题的地区,考虑到他们的地理位置和人口密度。
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