Transport Infrastructure Monitoring by InSAR and GPR Data Fusion

被引:55
作者
Ciampoli, Luca [1 ]
Gagliardi, Valerio [1 ]
Clementini, Chiara [2 ]
Latini, Daniele [2 ]
Del Frate, Fabio [2 ]
Benedetto, Andrea [1 ]
机构
[1] Roma Tre Univ, Dept Engn, Via Vito Volterra 62, I-00146 Rome, Italy
[2] Tor Vergata Univ Rome, Dept Civil & Comp Sci Engn DICII, I-00133 Rome, Italy
关键词
Data fusion; NDT; Monitoring; Transport infrastructures; InSAR; GPR; Ground penetrating radar; Remote sensing; Integration; GROUND-PENETRATING RADAR; PERMANENT SCATTERERS; CONCRETE; LANDSLIDES; MODEL; INTEGRATION; INSPECTION; SUBSIDENCE; PREDICTION; PAVEMENTS;
D O I
10.1007/s10712-019-09563-7
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This study reviews research developments in non-destructive assessment of linear transport infrastructures. The main focus will be on the integration between satellite remote sensing and ground-based techniques. Specifically, the potential of using interferometric synthetic aperture radar (InSAR) and high-frequency ground penetrating radar (GPR) techniques as self-standing and integrated survey methodologies will be discussed. To this effect, an overview on data fusion techniques will be given. The last section of the paper reports recent results achieved by using both GPR systems and the permanent scatterers InSAR technique on a real-life railway.
引用
收藏
页码:371 / 394
页数:24
相关论文
共 76 条
  • [1] Measuring layer thicknesses with GPR - Theory to practice
    Al-Qadi, IL
    Lahouar, S
    [J]. CONSTRUCTION AND BUILDING MATERIALS, 2005, 19 (10) : 763 - 772
  • [2] Time-frequency approach for ground penetrating radar data analysis to assess railroad ballast condition
    Al-Qadi, Imad L.
    Xie, Wei
    Roberts, Roger
    [J]. RESEARCH IN NONDESTRUCTIVE EVALUATION, 2008, 19 (04) : 219 - 237
  • [3] Scattering analysis of ground-penetrating radar data to quantify railroad ballast contamination
    Al-Qadi, Imad L.
    Xie, Wei
    Roberts, Roger
    [J]. NDT & E INTERNATIONAL, 2008, 41 (06) : 441 - 447
  • [4] Applications of ground penetrating radar (GPR) in bridge deck monitoring and assessment
    Alani, Amir M.
    Aboutalebi, Morteza
    Kilic, Gokhan
    [J]. JOURNAL OF APPLIED GEOPHYSICS, 2013, 97 : 45 - 54
  • [5] Annan A.P., 2002, SUBSURFACE SENSING T, V3, P253, DOI [10.1023/A:1020657129590, DOI 10.1023/A:1020657129590]
  • [6] [Anonymous], 2015, CIVIL ENG APPL GROUN
  • [7] Barla G., 2016, Geomechanics and Tunnelling, V9, P15, DOI [10.1002/geot.201500052, DOI 10.1002/GEOT.201500052]
  • [8] Improved concrete bridge deck evaluation using GPR by accounting for signal depth-amplitude effects
    Barnes, Christopher L.
    Trottier, Jean-Francois
    Forgeron, Dean
    [J]. NDT & E INTERNATIONAL, 2008, 41 (06) : 427 - 433
  • [9] The application of the Intermittent SBAS (ISBAS) InSAR method to the South Wales Coalfield, UK
    Bateson, Luke
    Cigna, Francesca
    Boon, David
    Sowter, Andrew
    [J]. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2015, 34 : 249 - 257
  • [10] An overview of ground-penetrating radar signal processing techniques for road inspections
    Benedetto, Andrea
    Tosti, Fabio
    Ciampoli, Luca Bianchini
    D'Amico, Fabrizio
    [J]. SIGNAL PROCESSING, 2017, 132 : 201 - 209