... Since systematic observations of climate only extend back to the nineteenth century, knowledge of past climate changes largely relies on various types of proxy records, e.g., treering data Yang et al., 2014Yang et al., , 2019, ice cores (Yao et al., 2006(Yao et al., , 2018, historical documents (Ge et al., 2003;Luterbacher et al., 2004;Zheng et al., 2006;Hao et al., 2015Hao et al., , 2017, speleothems (Cheng et al., 2019), lake sediments (Chen et al., 2009;Zhang et al., 2017), and corals (Han et al., 2019). Over the past two decades, substantial efforts have been made to reconstruct past temperature changes in regional (Yang et al., 2002;Ge et al., 2010;Shi et al., 2012;PAGES-2k-Consortium, 2013;Wang et al., 2014Wang et al., , 2015Büntgen et al., 2016;Luterbacher et al., 2016;Zhang et al., 2018;Ljungqvist et al., 2019a), hemispheric (Esper et al., 2002;Mann et al., 2009;Shi et al., 2013;Neukom et al., 2014), and even global scales (Neukom et al., 2019a(Neukom et al., , 2019b. ...