Localized Extreme Event Forecasting

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This page is part of the Climate Change AI Wiki, which aims provide resources at the intersection of climate change and machine learning.

Storms, droughts, fires, floods, and other extreme events are expected to become stronger and more frequent as climate change progresses. Machine learning can be used to refine what are otherwise coarse-grained forecasts (e.g., generated from climate or weather prediction models) of these extreme weather events. These high-resolution forecasts can guide improvements in system robustness and resilience.