Study on Nowcasting Method of Severe Convective Weather Based on SA-PredRNN++
Qiongying Xue,
Fei Fang
Abstract:Severe convective weather, characterized by short-term intense precipitation, thunderstorms, and strong winds, poses significant threats to human life and property. Therefore, accurate and efficient prediction of severe convective weather is crucial for disaster prevention. Currently, utilizing deep learning for radar echo extrapolation stands as the primary method for forecasting severe convective weather. We propose a predictive recurrent neural network model that integrates a self-attention mechanism, speci… Show more
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