Simulation and Analysis of SAR Images of Oceanic Shear-Wave-Generated Eddies

Author:

Wang YuhangORCID,Yang Min,Chong Jinsong

Abstract

Synthetic Aperture Radar (SAR) is widely used in oceanic eddies research. High-resolution SAR images should be useful in revealing eddy features and investigating the eddy imaging mechanism. However, SAR imaging is affected by various radar parameters and environmental factors, which makes it quite difficult to learn directly from SAR eddy images. In order to interpret and evaluate eddy images, developing a proper simulation method is necessary. However, seldom has a SAR simulation method for oceanic eddies, especially for shear-wave-generated eddies, been established. As a step forward, we propose a simulation method for oceanic shear-wave-generated eddies. The Burgers-Rott vortex model is used to specify the surface current field of the simulated eddies. Images are then simulated for a range of different radar frequencies, radar look directions, wind speeds, and wind directions. The results show that the simulated images are consistent with actual SAR images. The effects of different radar parameters and wind fields on SAR eddy imaging are analyzed by qualitative and quantitative methods. Overall, the simulated images produce a surface pattern and brightness variations with characteristics resembling actual SAR images of oceanic eddies.

Funder

The National Ministries Foundation

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Synthetic Aperture Radar (SAR) for Ocean: A Review;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2023

2. Spaceborne SAR Image Simulation and Analysis of Dynamic Oceanic Eddies;2022 International Applied Computational Electromagnetics Society Symposium (ACES-China);2022-12-09

3. Improving Deep Learning for Maritime Remote Sensing through Data Augmentation and Latent Space;Machine Learning and Knowledge Extraction;2022-07-07

4. Sea Surface Imaging Simulation for 3D Interferometric Imaging Radar Altimeter;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2021

5. Special Issue “Synthetic Aperture Radar (SAR) Techniques and Applications”;Sensors;2020-03-27

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