“…Historical and future changes in the frequency, intensity, and duration of climate extremes have been increasingly studied in the last few decades using daily weather observation networks, global climate model (GCM) simulations [Frich et al, 2002;Alexander et al, 2006;Donat et al, 2013;Sillmann et al, 2013aSillmann et al, , 2013b, and regional climate model simulations [Iizumi et al, , 2012. At the global scale, GCM-projected climate extremes are translated into water scarcity, human health burden, food production loss, and degradation of ecosystem services using GCM output as the input of impact models (e.g., hydrologic and crop models).…”