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利用合成孔径雷达干涉测量技术监测建筑物变形:实验与验证

Monitoring Building Deformation with InSAR: Experiments and Validation.

作者信息

Yang Kui, Yan Li, Huang Guoman, Chen Chu, Wu Zhengpeng

机构信息

School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China.

Tianjin Institute of Surveying and Mapping, Tianjin 300381, China.

出版信息

Sensors (Basel). 2016 Dec 20;16(12):2182. doi: 10.3390/s16122182.

Abstract

Synthetic Aperture Radar Interferometry (InSAR) techniques are increasingly applied for monitoring land subsidence. The advantages of InSAR include high accuracy and the ability to cover large areas; nevertheless, research validating the use of InSAR on building deformation is limited. In this paper, we test the monitoring capability of the InSAR in experiments using two landmark buildings; the Bohai Building and the China Theater, located in Tianjin, China. They were selected as real examples to compare InSAR and leveling approaches for building deformation. Ten TerraSAR-X images spanning half a year were used in Permanent Scatterer InSAR processing. These extracted InSAR results were processed considering the diversity in both direction and spatial distribution, and were compared with true leveling values in both Ordinary Least Squares (OLS) regression and measurement of error analyses. The detailed experimental results for the Bohai Building and the China Theater showed a high correlation between InSAR results and the leveling values. At the same time, the two Root Mean Square Error (RMSE) indexes had values of approximately 1 mm. These analyses show that a millimeter level of accuracy can be achieved by means of InSAR technique when measuring building deformation. We discuss the differences in accuracy between OLS regression and measurement of error analyses, and compare the accuracy index of leveling in order to propose InSAR accuracy levels appropriate for monitoring buildings deformation. After assessing the advantages and limitations of InSAR techniques in monitoring buildings, further applications are evaluated.

摘要

合成孔径雷达干涉测量(InSAR)技术越来越多地应用于地面沉降监测。InSAR的优点包括高精度和大面积覆盖能力;然而,验证InSAR用于建筑物变形监测的研究有限。在本文中,我们在中国天津的两座标志性建筑——渤海大楼和中国大戏院的实验中测试了InSAR的监测能力。选择它们作为实例来比较InSAR和水准测量方法在建筑物变形监测方面的效果。在永久散射体InSAR处理中使用了跨越半年的十幅TerraSAR-X图像。考虑到方向和空间分布的多样性对提取的InSAR结果进行处理,并在普通最小二乘法(OLS)回归和误差分析测量中将其与真实水准测量值进行比较。渤海大楼和中国大戏院的详细实验结果表明InSAR结果与水准测量值之间具有高度相关性。同时,两个均方根误差(RMSE)指标的值约为1毫米。这些分析表明,在测量建筑物变形时,InSAR技术可以达到毫米级的精度。我们讨论了OLS回归和误差分析测量在精度上的差异,并比较了水准测量的精度指标,以提出适用于监测建筑物变形的InSAR精度水平。在评估了InSAR技术在监测建筑物方面的优缺点后,对其进一步应用进行了评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/74f4/5191161/83522ace968e/sensors-16-02182-g001.jpg

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