ConvLSTM Network-Based Rainfall Nowcasting Method with Combined Reflectance and Radar-Retrieved Wind Field as Inputs

ConvLSTM Network-Based Rainfall Nowcasting Method with Combined Reflectance and Radar-Retrieved Wind Field as Inputs

Strong convection nowcasting has been gaining importance in regional security, economic development, and water resource management. Rainfall nowcasting with strong timeliness needs to effectively forecast the intensity of rainfall in a local region in the short term. The forecast performance of trad...

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Bibliographic Details
Main Authors: Wan Liu, Yongqiang Wang, Deyu Zhong, Shuai Xie, Jijun Xu
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Atmosphere
Subjects:
rainfall nowcasting
deep learning
ConvLSTM
water vapor transport
radar-retrieved wind field
Online Access:https://www.mdpi.com/2073-4433/13/3/411

Internet

https://www.mdpi.com/2073-4433/13/3/411

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