The tool developed as a result of this paper analyzes the ease and equity of access to major POI categories (e.g. vaccination centers, grocery stores, hospitals) using public transit in major U.S. cities. We built an interactive website that enables easy exploration of current access equity and allows performing scenario analysis by introducing/removing POIs. Accessibility indices were calculated using a 2SFCA (2-step floating catchment area) approach, and ML methods were utilized for exploratory statistical analysis of the results.
翻译:本文后开发的工具分析了在美国主要城市使用公共交通工具获得主要POI类别(例如疫苗接种中心、杂货店、医院)的便利和公平性,我们建立了一个互动网站,方便地探索当前接入公平情况,通过引入/移动POI来进行情景分析,使用2SFCA (2步浮动集水区)方法计算了无障碍指数,并利用ML方法对结果进行探索性统计分析。