“…Much research has been carried out to identify the factors that influence these changes, including the effects of terrain shielding, altitude, sky conditions, vege-L. Liu et al: Improved parameterization of snow albedo in Noah coupled with WRF tation, and snow properties such as grain size, liquid water content, depth, and impurities (Warren and Wiscombe, 1980;Wiscombe and Warren, 1980;Aoki et al, 2003;Jonsell et al, 2003;Hansen and Nazarenko, 2004;Liang et al, 2005;Wang et al, 2015;He et al, 2018a). This body of research has led to the development of many parameterization schemes for surface albedo (Oerlemans and Knap, 1998;Wang et al, 2007;Bao et al, 2008;Li and Hu, 2009;Gardner and Sharp, 2010;Kuipers Munneke et al, 2011;Malik et al, 2014;Dang et al, 2015;He et al, 2017He et al, , 2018bMeng and Li, 2019;Saito et al, 2019;Wang et al, 2020). Most snow albedo parameterization schemes depend on statistical empirical formulas and constant parameters rather than on representing physical snow albedo feedback processes.…”