“…Indeed, precise knowledge of the climatic heterogeneity of the planet is necessary, for example, for global vegetation studies (Kelly and Goulden, 2008; Zhang et al ., 2017a; Song et al ., 2018), potential species distribution (Sunday et al ., 2012; Garcia et al ., 2014; Lenoir et al ., 2020; Calatayud et al ., 2021), water management (Caracciolo et al ., 2018; Knoben et al ., 2018; Papagiannopoulou et al ., 2018), and landscape analysis (Box, 2016; Ergüner et al ., 2019; Guan et al ., 2020). Climate classification systems are also used to visualize the present climate (Kottek et al ., 2006; Peel et al ., 2007; Chen and Chen, 2013; Belda et al ., 2014; Rohli et al ., 2015a) and quantify future changes in climate types as predicted by climate models (Rubel and Kottek, 2010; Elguindi et al ., 2014; Feng et al ., 2014; Beck et al ., 2018; Bindhu et al ., 2021).…”