考虑干涉相位噪声的PSI组合及其沉降监测应用

聂运菊; 刘国祥; 石金峰; 于冰; 程朋根; 张瑞; 李涛

doi:10.3969/j.issn.0258-2724.2013.03.009

考虑干涉相位噪声的PSI组合及其沉降监测应用

doi: 10.3969/j.issn.0258-2724.2013.03.009

聂运菊^1,2,3,
刘国祥²,
石金峰¹,
于冰²,
程朋根³,
张瑞²,
李涛²

基金项目:

国家自然科学基金资助项目(41074005)

教育部新世纪优秀人才支持计划资助项目(NCET-08-0822)

教育部科技发展中心博士学科类基金资助项目(20050147001)

计量
- 文章访问数: 1044
- HTML全文浏览量: 54
- PDF下载量: 383
- 被引次数: 0
出版历程
- 收稿日期: 2011-12-16
- 刊出日期: 2013-06-25

Interferometric Combination for Persistent Scatterer Interferometry Considering Interferometric Phase Noise and Its Application to Subsidence Monitoring

摘要

摘要: 为了提高PSI沉降监测的精度,在常用干涉组合方式的基础上,同时考虑空间基线和时间基线阈值以及各干涉对的干涉相位噪声限制,提出一种新的干涉组合方式.选取上海市局部区域作为实验区,以16幅TerraSAR-X (TSX)影像为数据源,采用考虑干涉相位噪声的PSI干涉组合方式进行地表沉降监测.研究结果表明,与已有的干涉组合方式相比,本文提出的干涉组合方式获取的干涉对数量最少(92对),PS个数最多(27 026个),与水准测量数据进行比较,年沉降速率中误差为±3.89 mm/a,比已有的干涉组合方式的精度平均提高1.86~3.00倍,证实了该干涉组合方式的有效性和可靠性.
- 永久散射体 /
- 干涉组合 /
- 时空基线 /
- 干涉相位噪声 /
- 沉降监测
Abstract: In order to improve the accuracy of persistent scatterer interferometric (PSI) synthetic aperture radar for monitoring ground deformation, an improved interferometric combination mode was proposed by considering the thresholds of both spatial and temporal baselines, and taking into account the noise level in interferometric phases of all interferometric pairs. Experiments of subsidence monitoring using the proposed interferometric mode were performed using 16 high resolution SAR images collected by the X-band radar sensor onboard the German satellite TerraSAR-X over Shanghai. The results show that the minimum interferometric pairs (92) and the maximum persistent scatterer (PS) points (27 026) can be obtained by the proposed method. Compared with the ground-based measurements, the subsidence rate derived by the PSI technique has an error of ?3.89 mm/a, with a precision being 1.86-3.00 times higher than that of other available modes. This demonstrates the effectiveness and reliability of the proposed interferometric mode.
- persistent scatterer /
- interferometric combination /
- spatial and temporal baselines /
- interferometric phase noise /
- subsidence monitoring

HTML全文

参考文献(18)

ZEBKER H A, VILLASENOR J. Decorrelation in interferometric radar echoes[J]. IEEE Transactions on Geoscience and Remote Sensing, 1992, 30(5): 950-959.

ZEBKER H A, ROSEN P A, HENSLEY S, et al. Atmospheric effects in interferometric synthetic aperture radar surface deformation and topographic maps[J]. Journal of Geophysical Research, 1997, 102: 7547-7563.

FERRETTI A, PRATI C, ROCCA F. Permanent scatterers in SAR interferometry[J]. IEEE Transactions on Geoscience and Remote Sensing, 2001, 39(1): 8-20.

FERRETTI A, PRATI C, ROCCA F. Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry[J]. IEEE Transactions on Geoscience and Remote Sensing, 2000, 38(5): 2202-2212.

BERARDINO P, FORNARO G, LANARI R, et al. A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms[J]. IEEE Transactions on Geoscience and Remote Sensing, 2002, 40(11): 2375-2383.

LANARI R, MORA O, MANUNTA M, et al. A small-baseline approach for investigating deformations on full-resolution differential sar interferograms[J]. IEEE Transactions on Geoscience and Remote Sensing, 2004, 42(7): 1377-1386.

MORA O, MALLORQUI J J, BROQUETAS A. Linear and nonlinear terrain deformation maps from a reduced set of interferometric SAR images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2003, 41(10): 2243-2253.

HOOPER A, SEGALL P, ZEBKER H. Persistent scatterer interferometric synthetic aperture radar for crustal deformation analysis, with application to Volcán Alcedo, Galápagos[J]. Journal of Geophysical Research, 2007, 112(B7):1-21.

LIU Guoxiang, BUCKLEY S M, DING Xiaoli, et al. Estimating spatiotemporal ground deformation with improved persistent-scatterer radar interferometry[J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(9): 3209-3219.

WEGM LLER U, WALTER D, SPRECKELS V, et al. Nonuniform ground motion monitoring with terraSAR-X persistent scatterer interferometry[J]. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(2): 895-904.

ZHANG Lei, DING Xiaoli, LU Zhong. Ground settlement monitoring based on temporarily coherent points between two SAR acquisitions[J].ISPRS J. Photogrammetry & Remote Sensing, 2011, 66(1): 146-152.

ZHANG Lei, DING Xiaoli, LU Zhong. Modeling PSInSAR time series without phase unwrapping[J]. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49(1): 547-556.

刘国祥,陈强,丁晓利. 基于雷达干涉永久散射体网络探测地表形变的算法与实验结果[J]. 测绘学报, 2007, 36(1): 13-18.LIU Guoxiang, CHEN Qiang, DING Xiaoli. Detecting ground deformation with permanent-scatterer network in radar interferometry: algorithm and testing results[J]. ACTA Geodaetica et Cartographica Sinica, 2007, 36(1): 13-18.

LIU Guoxiang. Mapping of earth deformations with satellite radar interferometry: a study of its accuracy and reliability performances[D]. Hong Kong: The Hong Kong Polytechnic University, 2003.

BERT M, NICO A. Velocity field retrieval from long term coherent points in radar interferometric stacks[C]//Proc. IGARSS2003. Toulouse: [s. n.], 2003: 941-943.

LIU Guoxiang, ZHANG Rui, JIA Hongguo, et al. Subsidence detection by PSInSAR based on high resolution TerraSAR-X images[C]//Progress in Electromagnetics Research Symposium Proceedings. Xi'an: [s. n.], 2010: 11-15.

HOOPER A, ZEBKER H. Phase unwrapping in three dimensions with application to insar time series[J]. Journal Optical Society of America, 2007, 24: 2737-2747.

卢丽君. 基于时序SAR影像的地表形变监测方法及其应用[D]. 武汉:武汉大学,2008.

施引文献

附加材料(0)

访问统计

点击查看大图

计量

文章访问数: 1044
HTML全文浏览量: 54
PDF下载量: 383
被引次数: 0

考虑干涉相位噪声的PSI组合及其沉降监测应用

doi: 10.3969/j.issn.0258-2724.2013.03.009

计量

出版历程

Interferometric Combination for Persistent Scatterer Interferometry Considering Interferometric Phase Noise and Its Application to Subsidence Monitoring

计量

出版历程

目录