双极化Sentinel-1A/B TOPS数据的增强型光谱分集共配准方法

IF 2.8 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS
Nan Fang , Xingjun Luo , Peng Shen , Lei Xie , Guoming Liu , Feixiang Wei , Kun Jiang , Wenbin Xu
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引用次数: 0

摘要

Sentinel-1A/B数据对于检索地表现象和过程的数值信息至关重要。逐级扫描地形观测数据的共配准是逐级扫描地形观测数据应用的关键步骤。TOPS数据必须从根本上以0.001像素的精度共同注册。然而,由于自然植被和季节效应等多种去相关因素影响了TOPS数据的共配准精度。提出了一种增强的双极化(PolESD) Sentinel-1A/B TOPS数据光谱分集共配准方法。该方法基于统一的非局域框架抑制双极化合成孔径雷达(SAR)的散斑噪声,并从消噪后的偏振干涉相干矩阵中提取出最优偏振通道的相位。与针对单极化数据开发的传统ESD方法相比,该方法可以获得更精确的相干和相位,并获得更多的像元用于方位角偏移估计。在低植被覆盖的光秃秃的区域,PolESD方法所选取的像素数要多于Boxcar方法。它还可以更有效地纠正错配,消除突发边缘的相位跳变。因此,PolESD将有助于提高TOPS数据在低相干场景下的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An enhanced spectral diversity coregistration method for dual-polarimetric Sentinel-1A/B TOPS data

Sentinel-1A/B data are crucial for retrieving numerical information about surface phenomena and processes. Coregistration of terrain observation by progressive scans (TOPS) data is a critical step in its application. TOPS data must be fundamentally co-registered with an accuracy of 0.001 pixels. However, various decorrelation factors due to natural vegetation and seasonal effects affect the coregistration accuracy of TOPS data. This paper proposed an enhanced spectral diversity coregistration method for dual-polarimetric (PolESD) Sentinel-1A/B TOPS data. The PolESD method suppresses speckle noise based on a unified non-local framework in dual-pol Synthetic Aperture Radar (SAR), and extracts the phase of the optimal polarization channel from the denoised polarimetric interferometric coherency matrix. Compared with the traditional ESD method developed for single-polarization data, the PolESD method can obtain more accurate coherence and phase and get more pixels for azimuth-offset estimation. In bare areas covered with low vegetation, the number of pixels selected by PolESD is more than the Boxcar method. It can also correct misregistration more effectively and eliminate phase jumps in the burst edge. Therefore, PolESD will help improve the application of TOPS data in low-coherence scenarios.

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来源期刊
Geodesy and Geodynamics
Geodesy and Geodynamics GEOCHEMISTRY & GEOPHYSICS-
CiteScore
4.40
自引率
4.20%
发文量
566
审稿时长
69 days
期刊介绍: Geodesy and Geodynamics launched in October, 2010, and is a bimonthly publication. It is sponsored jointly by Institute of Seismology, China Earthquake Administration, Science Press, and another six agencies. It is an international journal with a Chinese heart. Geodesy and Geodynamics is committed to the publication of quality scientific papers in English in the fields of geodesy and geodynamics from authors around the world. Its aim is to promote a combination between Geodesy and Geodynamics, deepen the application of Geodesy in the field of Geoscience and quicken worldwide fellows'' understanding on scientific research activity in China. It mainly publishes newest research achievements in the field of Geodesy, Geodynamics, Science of Disaster and so on. Aims and Scope: new theories and methods of geodesy; new results of monitoring and studying crustal movement and deformation by using geodetic theories and methods; new ways and achievements in earthquake-prediction investigation by using geodetic theories and methods; new results of crustal movement and deformation studies by using other geologic, hydrological, and geophysical theories and methods; new results of satellite gravity measurements; new development and results of space-to-ground observation technology.
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