“…To identify an economy's system-wide dependence on natural gas, the notion of embodied energy can be employed, which is defined as the total energy (direct plus indirect energy use) required to produce and sustain a certain good or service (Chapman, 1974;Costanza, 1980). The concept has been widely applied to investigate embodied energy use at urban scale (Chen et al, 2017b;Li et al, 2014), sub-national scale (Chen et al, 2017c;Gao et al, 2018;Zhang et al, 2015), national scale (Lenzen, 1998;Zhang et al, 2017) and global scale (Gasim, 2015;Kan et al, 2019a;Wu and Chen, 2017). It has been also extended to evaluate individual energy source, such as embodied oil use (Tang et al, 2012;, embodied coal use Xia et al, 2017) and embodied nuclear energy use (Cortés-Borda et al, 2015), as well as many other elements like carbon emissions (Su and Ang, 2015;, methane emissions (Wang et al, 2019;Zhang et al, 2016) and PM emissions (Meng et al, 2016).…”