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RainPredRNN: A New Approach for Precipitation Nowcasting with Weather Radar Echo Images Based on Deep Learning

Precipitation nowcasting is one of the main tasks of weather forecasting that aims to predict rainfall events accurately, even in low-rainfall regions. It has been observed that few studies have been devoted to predicting future radar echo images in a reasonable time using the deep learning approach...

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Principais autores: Do Ngoc Tuyen, Tran Manh Tuan, Xuan-Hien Le, Nguyen Thanh Tung, Tran Kim Chau, Pham Van Hai, Vassilis C. Gerogiannis, Le Hoang Son
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-02-01
coleção:Axioms
Assuntos:
radar image prediction
rain radar
deep learning
precipitation nowcasting
UNet
PredRNN_v2
Acesso em linha:https://www.mdpi.com/2075-1680/11/3/107
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