Analysis of Permafrost Region Coherence Variation in the Qinghai-Tibet Plateau with a High-Resolution TerraSAR-X Image

被引:37
|
作者
Zhang, Zhengjia [1 ,2 ]
Wang, Chao [2 ]
Zhang, Hong [2 ]
Tang, Yixian [2 ]
Liu, Xiuguo [1 ]
机构
[1] China Univ Geosci, Fac Informat Engn, 388 Lumo Rd, Wuhan 430074, Hubei, Peoples R China
[2] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China
来源
REMOTE SENSING | 2018年 / 10卷 / 02期
基金
中国国家自然科学基金;
关键词
TerraSAR-X; Staring Spotlight; SAR interferometry; coherence; Tibet permafrost; DIFFERENTIAL RADAR INTERFEROMETRY; SAR INTERFEROMETRY; SOIL-MOISTURE; ACTIVE-LAYER; TANDEM-X; DEFORMATION; SCATTERERS; INSAR; QUANTIFICATION; INTERFEROGRAMS;
D O I
10.3390/rs10020298
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Qinghai-Tibet Plateau (QTP) is heavily affected by climate change and has been undergoing serious permafrost degradation due to global warming. Synthetic aperture radar interferometry (InSAR) has been a significant tool for mapping surface features or measuring physical parameters, such as soil moisture, active layer thickness, that can be used for permafrost modelling. This study analyzed variations of coherence in the QTP area for the first time with high-resolution SAR images acquired from June 2014 to August 2016. The coherence variation of typical ground targets was obtained and analyzed. Because of the effects of active-layer (AL) freezing and thawing, coherence maps generated in the Beiluhe permafrost area exhibits seasonal variation. Furthermore, a temporal decorrelation model determined by a linear temporal-decorrelation component plus a seasonal periodic-decorrelation component and a constant component have been proposed. Most of the typical ground targets fit this temporal model. The results clearly indicate that railways and highways can hold high coherence properties over the long term in X-band images. By contrast, mountain slopes and barren areas cannot hold high coherence after one cycle of freezing and thawing. The possible factors (vegetation, soil moisture, soil freezing and thawing, and human activity) affecting InSAR coherence are discussed. This study shows that high-resolution time series of TerraSAR-X coherence can be useful for understanding QTP environments and for other applications.
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页数:18
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