“…For example, the aggregated direct impacts of subseasonal atmospheric, oceanic, and sea ice processes on subseasonal MLD variability are not well known on a global scale nor are the indirect rectified impacts of subseasonal atmospheric, oceanic, and sea ice variability on the annual mean and seasonal cycle of the MLD. In addition to building understanding of the mean and seasonal cycle of the MLD, it is necessary to understand subseasonal variability of the MLD because this variability may have important implications for biogeochemistry (Carranza et al, 2018;Carranza and Gille, 2015;Castro de la Guardia et al, 2019;Chacko, 2017;Duteil, 2019;Follows & Dutkiewicz, 2001;Fauchereau et al, 2011;Girishkumar et al, 2019;Jin et al, 2013;Lévy et al, 2009;Monteiro et al, 2015;Nicholson et al, 2016;Resplandy et al, 2009;Rodgers et al, 2014;Rumyantseva et al, 2015;Thomalla et al, 2011;Waniek, 2003;Waliser et al, 2005;Ye et al, 2013) as well as coupled atmosphere-ocean subseasonal Observations provide an important but incomplete picture of subseasonal MLD variability and its potential drivers. For example, in the atmosphere (der Van, 1957;Foltz and McPhaden, 2004;Gulev et al, 2002;Goubanova et al, 2013;Illig et al, 2014), ocean (Ferrari and Wunsch, 2009;Wunsch, 2002), and sea ice (Heil & Hibler, 2002;Kwok et al, 2003;Martini et al, 2014), subseasonal variability represents a substantial fraction of the kinetic energy near the sea surface.…”