“…The grey band shows the globally averaged estimate of temperature change since the last glacial maximum of −4.0 ± 0.8 • C. (b) Gridded surface air temperature anomaly from the last glacial maximum to the preindustrial era (data from Annan and Hargreaves, 2013). al., 2004;Liu et al, 2007;Pausata et al, 2011a), local seawater δ 18 O (Wood et al, 2003;Feng et al, 2014), precipitation seasonality (e.g., Fawcett et al, 1997;Werner et al, 2000;Cruz et al, 2005), moisture provenance (e.g., Sjostrom and Welker, 2009;Lewis et al, 2010), storm tracks, climate oscillation modes (e.g., North Atlantic oscillation), moisture recycling (e.g., Winnick et al, 2013Winnick et al, , 2014Liu et al, 2014a, b) and groundwater flow path architecture (Purdy et al, 1996;Stewart et al, 2004;Morrissey et al, 2010;Hagedorn, 2015). While unravelling these mechanisms and delineating the primary and secondary processes can be rather challenging, the use of climate models in combination with robust and extensive precipitation isotope data can resolve many of these complexities with meaningful interpretations and insight.…”