Capturing Unseen Spatial Heat Extremes Through Dependence-Aware Generative Modeling

Xinyue Liu, Xiao Peng, Shuyue Yan +5

Observed records of climate extremes provide an incomplete view of risk, missing "unseen" events beyond historical experience. Ignoring spatial dependence further underestimates ha…