Super Resolution Mapping of Scatterometer Ocean Surface Wind Speed Using Generative Adversarial Network: Experiments in the Southern China Sea

Super Resolution Mapping of Scatterometer Ocean Surface Wind Speed Using Generative Adversarial Network: Experiments in the Southern China Sea

This paper designed a Generative Adversarial Network (GAN)-based super-resolution framework for scatterometer ocean surface wind speed (OSWS) mapping. An improved GAN, WSGAN, was well-trained to generate high-resolution OSWS (~1/64 km) from low-resolution OSWS (~12.5 km) retrieved from scatterometer...

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Bibliographic Details
Main Authors: Xianci Wan, Baojian Liu, Zhizhou Guo, Zhenghuan Xia, Tao Zhang, Rui Ji, Wei Wan
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Journal of Marine Science and Engineering
Subjects:
scatterometer
ocean surface wind speed
super-resolution
GAN
Online Access:https://www.mdpi.com/2077-1312/12/2/228

Internet

https://www.mdpi.com/2077-1312/12/2/228

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