“…The past years have seen several studies on characterizing the quantity, quality, and composition of urban infrastructure stocks such as roads (Nguyen et al, 2019), highways (Guo et al, 2017), railways (Wang et al, 2016), and water pipes (Pauliuk et al, 2014). However, only a few of these studies have specifically addressed subway system for a handful case cities, e.g., Vienna (Lederer et al, 2016b;Gassner et al, 2020), Toronto (Saxe et al, 2017), Beijing (Mao et al, 2020), and Shanghai (Han et al, 2018). Furthermore, a few knowledge gaps remain unaddressed in these case studies on subway stocks:…”