A Novel Reference-Based and Gradient-Guided Deep Learning Model for Daily Precipitation Downscaling

A Novel Reference-Based and Gradient-Guided Deep Learning Model for Daily Precipitation Downscaling

The spatial resolution of precipitation predicted by general circulation models is too coarse to meet current research and operational needs. Downscaling is one way to provide finer resolution data at local scales. The single-image super-resolution method in the computer vision field has made great...

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Bibliographic Details
Main Authors: Li Xiang, Jie Xiang, Jiping Guan, Fuhan Zhang, Yanling Zhao, Lifeng Zhang
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Atmosphere
Subjects:
precipitation downscaling
deep learning
super-resolution
Online Access:https://www.mdpi.com/2073-4433/13/4/511

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