“…Higher income translates to higher consumption capacity and greater demands for environmental resource inputs. The Ghosh supply-push input-output model can capture the linkages of value-added with primary inputs, which has been used to estimate the enabled emissions of CO and air pollutants driven by the value added using the income-based accounting method (e.g., Liu et al, 2010;Zhang, 2010;Marques et al, 2013;Liang et al, 2016a,b;Liu and Fan, 2017). Furthermore, the method of structural decomposition analysis (SDA) enables researchers to examine the driving forces of resources, emissions and other physical quantities (e.g., Hoekstra and Van Den Bergh, 2002;Ang, 2012, 2017;Arto and Dietzenbacher, 2014;Malik et al, 2016;Deng and Xu, 2017;Wang et al, 2017a).…”