1D full waveform inversion of GPR data by particle swarm optimization

I. Kaplanvural; E. Pekşen

doi:10.3997/2214-4609.201802632

1D full waveform inversion of GPR data by particle swarm optimization

I. Kaplanvural^*, E. Pekşen

^*Corresponding author for this work

Kocaeli University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

In this study, the inversion of a GPR trace performed by the Particle Swarm Optimization (PSO). Dielectric constant, magnetic permeability, conductivity and depth parameters are estimated by the full waveform inversion of GPR trace. Thus, the EM wave velocity of the media can be calculated precisely. The PSO inversion was applied to numerical, noise added numerical and real data. It was shown that PSO inversion can be used to estimate subsurface parameters from GPR trace as a result of this study.

Original language	English
Title of host publication	24th European Meeting of Environmental and Engineering Geophysics
Publisher	European Association of Geoscientists and Engineers, EAGE
ISBN (Electronic)	9789462822634
DOIs	https://doi.org/10.3997/2214-4609.201802632
Publication status	Published - 9 Sept 2018
Externally published	Yes
Event	24th European Meeting of Environmental and Engineering Geophysics - Porto, Portugal Duration: 9 Sept 2018 → 13 Sept 2018

Publication series

Name	24th European Meeting of Environmental and Engineering Geophysics

Conference

Conference	24th European Meeting of Environmental and Engineering Geophysics
Country/Territory	Portugal
City	Porto
Period	9/09/18 → 13/09/18

Bibliographical note

Publisher Copyright:
© 2019 24th European Meeting of Environmental and Engineering Geophysics. All rights reserved.

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10.3997/2214-4609.201802632

Cite this

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title = "1D full waveform inversion of GPR data by particle swarm optimization",

abstract = "In this study, the inversion of a GPR trace performed by the Particle Swarm Optimization (PSO). Dielectric constant, magnetic permeability, conductivity and depth parameters are estimated by the full waveform inversion of GPR trace. Thus, the EM wave velocity of the media can be calculated precisely. The PSO inversion was applied to numerical, noise added numerical and real data. It was shown that PSO inversion can be used to estimate subsurface parameters from GPR trace as a result of this study.",

author = "I. Kaplanvural and E. Pek{\c s}en",

note = "Publisher Copyright: {\textcopyright} 2019 24th European Meeting of Environmental and Engineering Geophysics. All rights reserved.; 24th European Meeting of Environmental and Engineering Geophysics ; Conference date: 09-09-2018 Through 13-09-2018",

year = "2018",

month = sep,

day = "9",

doi = "10.3997/2214-4609.201802632",

language = "English",

series = "24th European Meeting of Environmental and Engineering Geophysics",

publisher = "European Association of Geoscientists and Engineers, EAGE",

booktitle = "24th European Meeting of Environmental and Engineering Geophysics",

}

Kaplanvural, I & Pekşen, E 2018, 1D full waveform inversion of GPR data by particle swarm optimization. in 24th European Meeting of Environmental and Engineering Geophysics. 24th European Meeting of Environmental and Engineering Geophysics, European Association of Geoscientists and Engineers, EAGE, 24th European Meeting of Environmental and Engineering Geophysics, Porto, Portugal, 9/09/18. https://doi.org/10.3997/2214-4609.201802632

1D full waveform inversion of GPR data by particle swarm optimization. / Kaplanvural, I.; Pekşen, E.
24th European Meeting of Environmental and Engineering Geophysics. European Association of Geoscientists and Engineers, EAGE, 2018. (24th European Meeting of Environmental and Engineering Geophysics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - 1D full waveform inversion of GPR data by particle swarm optimization

AU - Kaplanvural, I.

AU - Pekşen, E.

PY - 2018/9/9

Y1 - 2018/9/9

N2 - In this study, the inversion of a GPR trace performed by the Particle Swarm Optimization (PSO). Dielectric constant, magnetic permeability, conductivity and depth parameters are estimated by the full waveform inversion of GPR trace. Thus, the EM wave velocity of the media can be calculated precisely. The PSO inversion was applied to numerical, noise added numerical and real data. It was shown that PSO inversion can be used to estimate subsurface parameters from GPR trace as a result of this study.

AB - In this study, the inversion of a GPR trace performed by the Particle Swarm Optimization (PSO). Dielectric constant, magnetic permeability, conductivity and depth parameters are estimated by the full waveform inversion of GPR trace. Thus, the EM wave velocity of the media can be calculated precisely. The PSO inversion was applied to numerical, noise added numerical and real data. It was shown that PSO inversion can be used to estimate subsurface parameters from GPR trace as a result of this study.

UR - https://www.scopus.com/pages/publications/85084630144

U2 - 10.3997/2214-4609.201802632

DO - 10.3997/2214-4609.201802632

M3 - Conference contribution

AN - SCOPUS:85084630144

T3 - 24th European Meeting of Environmental and Engineering Geophysics

BT - 24th European Meeting of Environmental and Engineering Geophysics

PB - European Association of Geoscientists and Engineers, EAGE

T2 - 24th European Meeting of Environmental and Engineering Geophysics

Y2 - 9 September 2018 through 13 September 2018

ER -

1D full waveform inversion of GPR data by particle swarm optimization

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