基于平稳小波变换的龙目岛sentinel-1a图像内孤立波特征提取研究

Chonnaniyah Chonnaniyah, T. Osawa, I. W. G. A. Karang
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引用次数: 3

摘要

基于母函数Symlet 4的平稳小波变换(SWT),给出了一种基于Sentinel-1A c波段合成孔径雷达(SAR)图像的龙目岛海峡内孤立波(ISW)特征提取和4个参数(孤子数、第一波峰长度、波长和传播方向)估计的有效方法。使用SWT降噪过程和简单的阈值方法可以将ISW特征与其他特征区分开来。SAR影像ISW特征提取结果可以更清晰地显示ISW特征,可作为获得龙目岛海峡ISW时空分布图的基础。我们的估计结果表明,龙目岛海峡的弧形ISW向海底北部传播,探测到的孤子数为2个/包,波长约为3.20 km,第一波峰长度约为60.27 km,传播方向约为向北50.38度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
STUDY OF INTERNAL SOLITARY WAVES FEATURE EXTRACTION BASED ON STATIONARY WAVELET TRANSFORM BY SENTINEL-1A IMAGE IN LOMBOK STRAIT
Stationary Wavelet Transform (SWT), mother function Symlet 4, shows an effective method for Internal Solitary Waves (ISW) feature extraction and four parameters (soliton numbers, first crest length, wavelength and propagation direction) estimation by Sentinel-1A C-band Synthetic Aperture Radar (SAR) imagery in Lombok Strait. The ISW feature can be distinguished from other features using the SWT noise reduction process and simple thresholding methods. ISW feature extraction results by SAR images can show ISW characteristics more clearly and can be used as a basis for obtaining ISW spatial-temporal distribution maps in the Lombok Strait. Our estimation results show that the arc-like type of ISW in the Lombok Strait propagated to the north of the sill with the detected soliton numbers are 2 solitons per packets with a wavelength about 3.20 km and the first crest length varies about 60.27 km near the Kangean Island with the propagation direction about 50.38 degree to the North.
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