“…These records have most widely been used to estimate past temperature changes, but can also be used as estimates of past energy fluxes at the land surface. These latter reconstructions are possibly less vulnerable to processes that could potentially interfere with the coupling of surface air temperatures (SATs) and ground surface temperatures (GSTs), which have been discussed extensively in the literature (e.g., Beltrami, 1996;Schmidt et al, 2001;Beltrami and Kellman, 2003;Stieglitz et al, 2003;Bartlett et al, 2004Bartlett et al, , 2005Smerdon et al, 2003Smerdon et al, , 2004Smerdon et al, , 2006Smerdon et al, , 2009Demetrescu et al, 2007). In other words, subsurface heat storage Q s is independent of any surface temperature association.…”