Prediction of Radar Echo Space-Time Sequence Based on Improving TrajGRU Deep-Learning Model

Prediction of Radar Echo Space-Time Sequence Based on Improving TrajGRU Deep-Learning Model

Nowcasting of severe convective precipitation is of great importance in meteorological disaster prevention. Radar echo extrapolation is an effective method for short-term precipitation nowcasting. The traditional radar echo extrapolation methods lack the utilization of radar historical data as well...

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Bibliographic Details
Main Authors: Qiangyu Zeng, Haoran Li, Tao Zhang, Jianxin He, Fugui Zhang, Hao Wang, Zhipeng Qing, Qiu Yu, Bangyue Shen
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Remote Sensing
Subjects:
precipitation nowcasting
deep learing
Gate Recurrent Unit (GRU)
radar echo extrapolation
Online Access:https://www.mdpi.com/2072-4292/14/19/5042

Internet

https://www.mdpi.com/2072-4292/14/19/5042

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