Radar-SR3: A Weather Radar Image Super-Resolution Generation Model Based on SR3

Radar-SR3: A Weather Radar Image Super-Resolution Generation Model Based on SR3

To solve the problems of the current deep learning radar extrapolation model consuming many resources and the final prediction result lacking details, a weather radar image super-resolution weather model based on SR3 (super-resolution via image restoration and recognition) for radar images is propos...

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Bibliographic Details
Main Authors: Zhanpeng Shi, Huantong Geng, Fangli Wu, Liangchao Geng, Xiaoran Zhuang
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Atmosphere
Subjects:
weather radar image
super-resolution
diffusion model
attention mechanism
residual connection
S-band radar
Online Access:https://www.mdpi.com/2073-4433/15/1/40

Internet

https://www.mdpi.com/2073-4433/15/1/40

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