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Four-Hour Thunderstorm Nowcasting Using A Deep Diffusion Model For Satellite Data by cknaidu189 is a document available to read on EtoBox.

What is Four-Hour Thunderstorm Nowcasting Using A Deep Diffusion Model For Satellite Data about?

The document presents a deep diffusion model for satellite data (DDMS) aimed at improving convection nowcasting, achieving effective predictions up to 4 hours with broad coverage and high accuracy. The system utilizes geostationary satellite brightness temperature data and incorporates expert meteorological knowledge, outperforming traditional and existing AI-based models in terms of lead time and resolution. The results highlight the potential of diffusion models in accurately forecasting convective cloud

Author

cknaidu189

Language

EN