A satellite-conditioned diffusion model with station-guided sampling is claimed to downscale ERA5 weather fields to 6.25 km more accurately than existing methods, but the evaluation is circular.
Swinrdm: integrate swinrnn with diffusion model towards high-resolution and high-quality weather forecasting
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Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution
A satellite-conditioned diffusion model with station-guided sampling is claimed to downscale ERA5 weather fields to 6.25 km more accurately than existing methods, but the evaluation is circular.