STA-GAN: A Spatio-Temporal Attention Generative Adversarial Network for Missing Value Imputation in Satellite Data

STA-GAN: A Spatio-Temporal Attention Generative Adversarial Network for Missing Value Imputation in Satellite Data

Satellite data is of high importance for ocean environment monitoring and protection. However, due to the missing values in satellite data, caused by various force majeure factors such as cloud cover, bad weather and sensor failure, the quality of satellite data is reduced greatly, which hinders the...

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Bibliographic Details
Main Authors: Shuyu Wang, Wengen Li, Siyun Hou, Jihong Guan, Jiamin Yao
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Remote Sensing
Subjects:
satellite data
data imputation
spatio-temporal analytics
generative adversarial network
Online Access:https://www.mdpi.com/2072-4292/15/1/88

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https://www.mdpi.com/2072-4292/15/1/88

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