“…Extensive assessment studies have reported that most reanalyses display a certain level of performance in terms of their absolute values (Betts et al, 1996(Betts et al, , 1998Zhou and Wang, 2016b), interannual variability (Lin et al, 2014;Lindsay et al, 2014;Wang, 2016a, 2017a;Wang and Zeng, 2012), distributions (Gervais et al, 2014;Heng et al, 2014;Mao et al, 2010) and relationships among variables (Niznik and Lintner, 2013;Cash III et al, 2015;Zhou et al, 2017;Zhou and Wang, 2016b;Betts, 2004) over regions worldwide. However, these aspects of reanalyses still contain certain errors that restrict the general use of reanalyses, especially in climate applications.…”