4.7 Article

Monitoring of Subsidence along Jingjin Inter-City Railway with High-Resolution TerraSAR-X MT-InSAR Analysis

期刊

REMOTE SENSING
卷 9, 期 7, 页码 -

出版社

MDPI AG
DOI: 10.3390/rs9070717

关键词

TerraSAR-X; subsidence monitoring; validation; multi-temporal InSAR (MT-InSAR); high-speed railway; high-density leveling campaign

资金

  1. National Natural Science Foundation of China [41431179, 41601446]
  2. National Key Research and Development Program of China [2016YFB0502501]
  3. State Oceanic Administration [58]
  4. Tianjin Natural Science Foundation [16JCQNJC01200]
  5. Key Laboratory of Mapping from Space, National Administration of Surveying, Mapping and Geoinformation [K201408]
  6. Guangxi Key Laboratory of Spatial Information and Geomatics [13-051-14-16]

向作者/读者索取更多资源

Synthetic Aperture Radar Interferometry (InSAR), widely applied for the monitoring of land subsidence, has the advantage of high accuracy and wide coverage. High-resolution SAR data offers a chance to reveal impressive details of large-scale man-made linear features (LMLFs) with Multi-temporal InSAR (MT-InSAR) analysis. Despite these advantages, research validating high-resolution MT-InSAR results along high-speed railways with high spatial and temporal density leveling data is limited. This paper explored the monitoring ability of high-resolution MT-InSAR in an experiment along Jingjin Inter-City Railway, located in Tianjin, China. Validation between these MT-InSAR results and a high spatial/temporal density leveling measurement was conducted. A total of 37 TSX images spanning half a year were processed for MT-InSAR analysis. The distance between two consecutive leveling points is 60 m along Jingjin Inter-City railway and the time interval of the study was about one month. The Root Mean Square Error (RMSE) index of average subsidence rate comparison between MT-InSAR results and leveling data was 3.28 mm/yr, with 34 points, and that of the displacement comparison was 2.90 mm with 464 valid observations. The experimental results along Jingjin Inter-City railway showed a high correlation between these two distinct measurements. These analyses show that millimeter accuracy can be achieved with MT-InSAR analysis when monitoring subsidence along a high-speed railway. We discuss the possible reason for the subsiding center, and the characteristics of both leveling and MT-InSAR results. We propose further planning for the monitoring of subsidence over LMLFs.

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