“…With growing populations, changing social preferences, increasing economic activity, and changing land use and climate, the inefficiency of this traditional approach has become increasingly apparent, as impacts increase and are not effectively managed. Further, as (Bonnafous, Lall, & Siegel, 2017a, 2017b show, a consequence of globalization is that supply chains or even a single company may experience significant flood and drought risk across their portfolio of global assets in the same year, due to the space-time clustering of climate extremes. This clustering emerges from the nature of the underlying climate variability -a combination of nearly cyclical climate patterns at global scales with preferred time scales of recurrence every 3-7 years (El Nino), 8-12 years (North Atlantic Oscillation), 16-20 years (Pacific Decadal Oscillations), 40-80 years (Atlantic Meridional Oscillation) in addition to the trends imposed by anthropogenic climate change.…”