Enhanced cloud removal via temporal U-Net and cloud cover evolution simulation

Abstract Remote sensing images are indispensable for continuous environmental monitoring and Earth observations. However, cloud occlusion can severely degrade image quality, posing a significant challenge for the accurate extraction of ground information. Existing cloud removal techniques often suff...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Qingwei Tong, Leiguang Wang, Qinling Dai, Chen Zheng, Fangrong Zhou
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-02-01
Subjects:	Remote sensing image Cloud removal Cloud cover evolution (CCE) module Temporal U-Net Residual learning
Online Access:	https://doi.org/10.1038/s41598-025-87296-x