“…For example, temperature time-series have been used to explore the control that climate and subsurface properties have over permafrost dynamics (Brewer, 1958;Jorgenson et al, 2010), biogeochemical fluxes (Reichstein and Beer, 2008), plant function and root growth (Iversen et al, 2015), species and community distribution (Myers-Smith et al, 2011), and heat and water fluxes (Cable et al, 2014). Further, many studies have used temperature data to determine the vertical velocity of groundwater flow, surface-water-groundwater exchange, and groundwater recharge (Bredehoeft and Papaopulos, 1965;Briggs et al, 2014;Constantz, 2008;Hatch et al, 2006;Irvine et al, 2020;Racz et al, 2012). Time-series of temperature data have also been used in a parameter-estimation framework to quantify the soil thermal parameters and, in some cases, the fraction of soil constituents including organic matter content (Beardsmore et al, 2020;Nicolsky et al, 2009;Tabbagh et al, 2017;Tran et al, 2017;Zhu et al, 2019).…”