“…The cooling effect is greater in reducing maximum temperature (Bonfils & Lobell, ) and becomes more pronounced during hot days, where irrigation decreases annual maximum temperature by −0.78 K, a four times larger effect than on mean temperature owing to increased irrigation application (Thiery et al, ). Since crop yield is highly sensitive to high temperature and vapor pressure deficit (Lobell et al, ), this cooling effect benefits crops through reducing heat stress (Siebert, Ewert, Rezaei, Kage, & Graß, ; Siebert et al, ) and evaporative demand (Nocco, Smail, & Kucharik, ), and therefore mitigates the impacts of extreme heat (Vogel et al, ). In particular, irrigation cooling can shift the high temperature thresholds of crops beyond which yield declines so that crops become less susceptible to extreme weather (Carter, Melkonian, Riha, & Shaw, ; Lobell et al, ; Schlenker & Roberts, ; Troy et al, ).…”