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Updated: Dec 8, 2025

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Hurricane-induced power outage risk under climate change is primarily driven by the uncertainty in projections of
Negin Alemazkoor1,2,3, Benjamin Rachunok1, Daniel R Chavas4
1School of Industrial Engineering, Purdue University, West Lafayette, IN, USA.
Abstract:
Nine in ten major outages in the US have been caused by hurricanes. Long-term outage risk is a function of climate change-triggered shifts in hurricane frequency and intensity; yet projections of both remain highly uncertain. However, outage risk models do not account for the epistemic uncertainties in physics-based hurricane projections under climate change, largely due to the extreme computational complexity. Instead they use simple probabilistic assumptions to model such uncertainties. Here, we propose a transparent and efficient framework to, for the first time, bridge the physics-based hurricane projections and intricate outage risk models. We find that uncertainty in projections of the frequency of weaker storms explains over 95% of the uncertainty in outage projections; thus, reducing this uncertainty will greatly improve outage risk management. We also show that the expected annual fraction of affected customers exhibits large variances, warranting the adoption of robust resilience investment strategies and climate-informed regulatory frameworks.
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