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A critical challenge for modern climate science is to characterize extreme weather events. From heat waves to hurricanes to cold snaps, extreme events share the common feature of being uncommon, occupying some tail of the climatic probability distribution and thus presenting only scant historical data for analysis. Such sporadically occurring events catch societies and ecosystems...
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