GeoDES generates realistic synthetic cyclone evolutions via 2D-pretrained, temporally-inflated diffusion with correlated noise, beating weather foundation models on storm-kinetics and energy-spectrum metrics.
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Geospatial Diffusion-based Evolution Synthesis (GeoDES) for Storm-Centered Weather Augmentation
GeoDES generates realistic synthetic cyclone evolutions via 2D-pretrained, temporally-inflated diffusion with correlated noise, beating weather foundation models on storm-kinetics and energy-spectrum metrics.