Gated Attention Recurrent Neural Network: A Deeping Learning Approach for Radar-Based Precipitation Nowcasting

Gated Attention Recurrent Neural Network: A Deeping Learning Approach for Radar-Based Precipitation Nowcasting

Precipitation nowcasting predicts the future rainfall intensity in local areas in a brief time that impacts directly on human life. In this paper, we express the precipitation nowcasting as a spatiotemporal sequence prediction problem. Predictive learning for a spatiotemporal sequence aims to constr...

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Bibliographic Details
Main Authors: Guanchen Wu, Wenhui Chen, Hoekyung Jung
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Water
Subjects:
deep learning
recurrent neural network
spatiotemporal prediction
precipitation nowcasting
Online Access:https://www.mdpi.com/2073-4441/14/16/2570

Internet

https://www.mdpi.com/2073-4441/14/16/2570

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