Health monitoring approach for transport infrastructure and bridges by satellite remote sensing Persistent Scatterer Interferometry (PSI)

被引:20
作者
Gagliardi, Valerio [1 ]
Benedetto, Andrea [1 ]
Ciampoli, Luca Bianchini [1 ]
D'Amico, Fabrizio [1 ]
Alani, Amir [2 ]
Tosti, Fabio [2 ]
机构
[1] Roma Tre Univ, Dept Engn, Via Vito Volterra 62, I-00146 Rome, Italy
[2] Univ West London UWL, Sch Comp & Engn, St Marys Rd, London W5 5RF, England
来源
EARTH RESOURCES AND ENVIRONMENTAL REMOTE SENSING/GIS APPLICATIONS XI | 2020年 / 11534卷
关键词
Remote Sensing; Persistent Scatterers Interferometry; Non-destructive assessment; Bridge Monitoring; Transport Infrastructures monitoring; PS-InSAR; Health Monitoring; Satellite Remote Sensing; PERMANENT SCATTERERS; SUBSIDENCE; GPS;
D O I
10.1117/12.2572395
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The satellite PSI Interferometry is a radar-based remote-sensing technique, which is capable of monitoring and measuring displacements with a high precision of the Earth's surfaces by means of multi-temporal acquisitions. These are collected without interfering in any way with the operating conditions of the transport infrastructure as opposed to the common non-destructive survey methodologies (e.g. GPS, accelerometer, total stations). Nowadays, the use of medium ground-resolution SAR-datasets, acquired by C-Band sensors (operating at a frequency of 5.4 GHz), allow to conduct computationally affordable analyses, detecting displacements with a centimeter accuracy of the measurement. Furthermore, the use of images acquired by the new generation of high-resolution X-Band radar sensors (operating at a frequency of 9.6 GHz), allow to increase the ground-resolution and achieve a millimeter displacement-resolution This study aims at demonstrating the potential of the PSI remote-sensing technique to develop and formulate an innovative health-monitoring methodology and approach for structural assets such as bridges, using a multi-frequency satellite resolution. For this purpose, in this study C-Band Sentinel-1A SAR products provided by the European Space Agency (ESA), and X-Band COSMO-Skymed products provided by the Italian Space Agency (ASI) were acquired and processed. Furthermore, a PSI analysis was developed to monitor and detect structural displacements of a bridge of historical values. Outcomes of this investigation outlined the presence of various PS over the inspected bridge, which were proven useful to achieve a more comprehensive health monitoring and the assessment of the structural integrity of the bridge. This research paves the way for the development of a novel interpretation approach relying on the integration between remote-sensing data and non-destructive information collected on-site (e.g., GPR surveys and Laser Scanner), to improve and optimize current maintenance process of transport assets.
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页数:10
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