论文标题
COVID-19对公共交通可及性和乘客的影响
Impact of COVID-19 on Public Transit Accessibility and Ridership
论文作者
论文摘要
公共交通是培养公平社区的核心。同时,新型的冠状病毒疾病Covid-19和相关的社会限制从根本上改变了城市地区的乘客行为。相互企业19日大流行的最令人关注的方面也许是低收入和历史边缘化的群体不仅是最容易受到经济转变的影响,而且最依赖公共交通。随着收入的减少,运输机构的任务是在日益敌对的经济环境中提供足够的公共交通服务。因此,过境机构有两个主要问题。首先,Covid-19如何影响乘客量,新的后旋转后正常是什么?其次,乘客量如何变化,社会经济群体之间以及社会经济群体之间的变化?在这项工作中,我们对Covid-19对公共交通运营的影响进行数据驱动分析,并确定乘客变更的时间变化。然后,我们将乘客下降的空间分布与当地经济数据结合在一起,以确定社会经济群体之间的差异。我们发现,在田纳西州纳什维尔和查塔努加,固定线乘车率从2019年的基线下降了66.9%和65.1%,然后稳定在48.4%和42.8%的稳定下下降。最大的下降是在早晨和晚上通勤时间。此外,纳什维尔最高收入地区和收入最低的地区(77%vs 58%)之间的乘车人数下降存在显着差异。
Public transit is central to cultivating equitable communities. Meanwhile, the novel coronavirus disease COVID-19 and associated social restrictions has radically transformed ridership behavior in urban areas. Perhaps the most concerning aspect of the COVID-19 pandemic is that low-income and historically marginalized groups are not only the most susceptible to economic shifts but are also most reliant on public transportation. As revenue decreases, transit agencies are tasked with providing adequate public transportation services in an increasingly hostile economic environment. Transit agencies therefore have two primary concerns. First, how has COVID-19 impacted ridership and what is the new post-COVID normal? Second, how has ridership varied spatio-temporally and between socio-economic groups? In this work we provide a data-driven analysis of COVID-19's affect on public transit operations and identify temporal variation in ridership change. We then combine spatial distributions of ridership decline with local economic data to identify variation between socio-economic groups. We find that in Nashville and Chattanooga, TN, fixed-line bus ridership dropped by 66.9% and 65.1% from 2019 baselines before stabilizing at 48.4% and 42.8% declines respectively. The largest declines were during morning and evening commute time. Additionally, there was a significant difference in ridership decline between the highest-income areas and lowest-income areas (77% vs 58%) in Nashville.