“…Qualitative temperature records from Eurasia (Baker et al, 2017) and quantitative temperature reconstructions from Eastern Russia (Meyer et al, 2017) support the warming trend through the Holocene evidenced by Marsicek et al (2018). Several discrepancies between proxyinferred climate reconstructions and model outputs persist and suggest: i) large regional heterogeneities (Davis et al, 2003;Kaufman et al, 2004;Jansen et al, 2007Jansen et al, , 2008Renssen et al, 2012;Peyron et al, 2017;Marsicek et al, 2018); ii) different trends depending on the season considered (Mauri et al, 2014(Mauri et al, , 2015Rehfeld et al, 2016;Marsicek et al, 2018); iii) seasonal biases in proxies (Marcott et al, 2013;Liu et al, 2014;Rehfeld et al, 2016;Samartin et al, 2017;Marsicek et al, 2018;Hou et al, 2019); iv) under-estimation of some forcing factors by models (mineral dust, Liu et al, 2018, or deglaciation, Renssen et al, 2009, and v) biases in the climate sensitivity of current climate models (Liu et al, 2014;Mauri et al, 2014;Zhang et al, 2018). Therefore, climate changes during the Holocene at local, regional and global scales remain an area of active research and debate.…”