Examination and evaluation of deep learning models for radar echo nowcasting in Wuhan area

Examination and evaluation of deep learning models for radar echo nowcasting in Wuhan area

Based on four deep learning models(PredRNN++、MIM、CrevNet and PhyDNet), used the radar and precipitation data in Wuhan area from 2012 to 2019 and defined the radar echo area index, we examined and evaluated the forecasting performance of the four deep learning algorithms in nowcasting of radar echo w...

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Bibliographic Details
Main Authors: Kai YUAN, Jing PANG, Wujie LI, Ming LI
Format: Article
Language:zho
Published: Editorial Office of Torrential Rain and Disasters 2022-08-01
Series:暴雨灾害
Subjects:
deep learning model
echo area index
nowcasting
examination and evaluation
Online Access:http://www.byzh.org.cn/cn/article/doi/10.3969/j.issn.1004-9045.2022.04.010

Internet

http://www.byzh.org.cn/cn/article/doi/10.3969/j.issn.1004-9045.2022.04.010

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