PS Selection Method for and Application to GB-SAR Monitoring of Dam Deformation

Ground-based synthetic aperture radar (GB-SAR) is a relatively new technique that can be used to monitor the deformation of large-volume targets, such as dams, slopes, and bridges. In this study, the permanent scatterer (PS) technique is used to address the issues encountered in the continuous monit...

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Main Authors: Xia Xiang, Jiankang Chen, Hui Wang, Liang Pei, Zhenyu Wu
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Advances in Civil Engineering
Online Access:http://dx.doi.org/10.1155/2019/8320351
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spelling doaj-83be3e45977d42bb9090c6dfd64b84272020-11-25T00:17:15ZengHindawi LimitedAdvances in Civil Engineering1687-80861687-80942019-01-01201910.1155/2019/83203518320351PS Selection Method for and Application to GB-SAR Monitoring of Dam DeformationXia Xiang0Jiankang Chen1Hui Wang2Liang Pei3Zhenyu Wu4College of Water Resource & Hydropower, State Laboratory of Hydraulic and Mountain River Engineering, Sichuan University, Chengdu 610065, Sichuan Province, ChinaCollege of Water Resource & Hydropower, State Laboratory of Hydraulic and Mountain River Engineering, Sichuan University, Chengdu 610065, Sichuan Province, ChinaSichuan Provincial Station of Surveying and Mapping Product Quality Supervision and Inspection, Chengdu 610065, Sichuan Province, ChinaCollege of Water Resource & Hydropower, State Laboratory of Hydraulic and Mountain River Engineering, Sichuan University, Chengdu 610065, Sichuan Province, ChinaCollege of Water Resource & Hydropower, State Laboratory of Hydraulic and Mountain River Engineering, Sichuan University, Chengdu 610065, Sichuan Province, ChinaGround-based synthetic aperture radar (GB-SAR) is a relatively new technique that can be used to monitor the deformation of large-volume targets, such as dams, slopes, and bridges. In this study, the permanent scatterer (PS) technique is used to address the issues encountered in the continuous monitoring of the external deformation of an arch-gravity dam in a hydraulic and hydropower engineering structure in Hubei, China; the technique includes large image data sizes, high accuracy requirements, a susceptibility of the monitoring data to atmospheric disturbances, complex phase unwrapping, and pronounced decoherence. Through an in-depth investigation of PS extraction methods, a combined PS selection (CPSS) method is proposed by fully taking advantage of the signal amplitude and phase information in the monitored scene. The principle and implementation of CPSS are primarily studied. In addition, preliminarily selected PS candidates are directly used to construct and update a triangular irregular network (TIN) to maintain the stability of the subsequent Delaunay TIN. To implement this method, a differential-phase standard-deviation threshold method is proposed to extract PSs that are highly spatially coherent and consistent. Finally, the proposed CPSS was applied to the safety monitoring of the dam. The monitoring results are compared with conventional inverted plumb line monitoring results, and the proposed CPSS is found to be effective and reliable.http://dx.doi.org/10.1155/2019/8320351
collection DOAJ
language English
format Article
sources DOAJ
author Xia Xiang
Jiankang Chen
Hui Wang
Liang Pei
Zhenyu Wu
spellingShingle Xia Xiang
Jiankang Chen
Hui Wang
Liang Pei
Zhenyu Wu
PS Selection Method for and Application to GB-SAR Monitoring of Dam Deformation
Advances in Civil Engineering
author_facet Xia Xiang
Jiankang Chen
Hui Wang
Liang Pei
Zhenyu Wu
author_sort Xia Xiang
title PS Selection Method for and Application to GB-SAR Monitoring of Dam Deformation
title_short PS Selection Method for and Application to GB-SAR Monitoring of Dam Deformation
title_full PS Selection Method for and Application to GB-SAR Monitoring of Dam Deformation
title_fullStr PS Selection Method for and Application to GB-SAR Monitoring of Dam Deformation
title_full_unstemmed PS Selection Method for and Application to GB-SAR Monitoring of Dam Deformation
title_sort ps selection method for and application to gb-sar monitoring of dam deformation
publisher Hindawi Limited
series Advances in Civil Engineering
issn 1687-8086
1687-8094
publishDate 2019-01-01
description Ground-based synthetic aperture radar (GB-SAR) is a relatively new technique that can be used to monitor the deformation of large-volume targets, such as dams, slopes, and bridges. In this study, the permanent scatterer (PS) technique is used to address the issues encountered in the continuous monitoring of the external deformation of an arch-gravity dam in a hydraulic and hydropower engineering structure in Hubei, China; the technique includes large image data sizes, high accuracy requirements, a susceptibility of the monitoring data to atmospheric disturbances, complex phase unwrapping, and pronounced decoherence. Through an in-depth investigation of PS extraction methods, a combined PS selection (CPSS) method is proposed by fully taking advantage of the signal amplitude and phase information in the monitored scene. The principle and implementation of CPSS are primarily studied. In addition, preliminarily selected PS candidates are directly used to construct and update a triangular irregular network (TIN) to maintain the stability of the subsequent Delaunay TIN. To implement this method, a differential-phase standard-deviation threshold method is proposed to extract PSs that are highly spatially coherent and consistent. Finally, the proposed CPSS was applied to the safety monitoring of the dam. The monitoring results are compared with conventional inverted plumb line monitoring results, and the proposed CPSS is found to be effective and reliable.
url http://dx.doi.org/10.1155/2019/8320351
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AT huiwang psselectionmethodforandapplicationtogbsarmonitoringofdamdeformation
AT liangpei psselectionmethodforandapplicationtogbsarmonitoringofdamdeformation
AT zhenyuwu psselectionmethodforandapplicationtogbsarmonitoringofdamdeformation
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