Quantitative Multi-Layer Electromagnetic Induction Inversion and Full-Waveform Inversion of Crosshole Ground Penetrating Radar Data

Due to the recent system developments for the electromagnetic characterization of the subsurface, fast and easy acquisition is made feasible due to the fast measurement speed, easy coupling with GPS systems, and the availability of multi-channel electromagnetic induction（EMI） and ground penetrating...

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Vydané v:	Journal of earth science (Wuhan, China) Ročník 26; číslo 6; s. 844 - 850
Hlavní autori:	van der Kruk, Jan, Gueting, Nils, Klotzsche, Anja, He, Guowei, Rudolph, Sebastian, von Hebel, Christian, Yang, Xi, Weihermüller, Lutz, Mester, Achim, Vereecken, Harry
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Wuhan China University of Geosciences 01.12.2015 Springer Nature B.V
Predmet:	Biogeosciences Earth and Environmental Science Earth science Earth Sciences Electrical resistivity Electromagnetics Geochemistry Geology Geotechnical Engineering & Applied Earth Sciences Radar Waveform analysis 井间全球定位系统定量反演探地雷达系统波形反演电磁感应电阻率层析成像雷达数据 ground penetrating radar electromagnetic induction full-waveform inversion
ISSN:	1674-487X, 1867-111X
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Abstract	Due to the recent system developments for the electromagnetic characterization of the subsurface, fast and easy acquisition is made feasible due to the fast measurement speed, easy coupling with GPS systems, and the availability of multi-channel electromagnetic induction（EMI） and ground penetrating radar（GPR） systems. Moreover, the increasing computer power enables the use of accurate forward modeling programs in advanced inversion algorithms where no approximations are used and the full information content of the measured data can be exploited. Here, recent developments of large-scale quantitative EMI inversion and full-waveform GPR inversion are discussed that yield higher resolution of quantitative medium properties compared to conventional approaches. In both cases a detailed forward model is used in the inversion procedure that is based on Maxwell＇s equations. The multi-channel EMI data that have different sensing depths for the different source-receiver offset are calibrated using a short electrical resistivity tomography（ERT） calibration line which makes it possible to invert for electrical conductivity changes with depth over large areas. The crosshole GPR full-waveform inversion yields significant higher resolution of the permittivity and conductivity images compared to ray-based inversion results.
AbstractList	Due to the recent system developments for the electromagnetic characterization of the subsurface, fast and easy acquisition is made feasible due to the fast measurement speed, easy coupling with GPS systems, and the availability of multi-channel electromagnetic induction (EMI) and ground penetrating radar (GPR) systems. Moreover, the increasing computer power enables the use of accurate forward modeling programs in advanced inversion algorithms where no approximations are used and the full information content of the measured data can be exploited. Here, recent developments of large-scale quantitative EMI inversion and full-waveform GPR inversion are discussed that yield higher resolution of quantitative medium properties compared to conventional approaches. In both cases a detailed forward model is used in the inversion procedure that is based on Maxwell's equations. The multi-channel EMI data that have different sensing depths for the different source-receiver offset are calibrated using a short electrical resistivity tomography (ERT) calibration line which makes it possible to invert for electrical conductivity changes with depth over large areas. The crosshole GPR full-waveform inversion yields significant higher resolution of the permittivity and conductivity images compared to ray-based inversion results. Due to the recent system developments for the electromagnetic characterization of the subsurface, fast and easy acquisition is made feasible due to the fast measurement speed, easy coupling with GPS systems, and the availability of multi-channel electromagnetic induction（EMI） and ground penetrating radar（GPR） systems. Moreover, the increasing computer power enables the use of accurate forward modeling programs in advanced inversion algorithms where no approximations are used and the full information content of the measured data can be exploited. Here, recent developments of large-scale quantitative EMI inversion and full-waveform GPR inversion are discussed that yield higher resolution of quantitative medium properties compared to conventional approaches. In both cases a detailed forward model is used in the inversion procedure that is based on Maxwell＇s equations. The multi-channel EMI data that have different sensing depths for the different source-receiver offset are calibrated using a short electrical resistivity tomography（ERT） calibration line which makes it possible to invert for electrical conductivity changes with depth over large areas. The crosshole GPR full-waveform inversion yields significant higher resolution of the permittivity and conductivity images compared to ray-based inversion results.
Author	Jan van der Kruk Nils Gueting Anja Klotzsche Guowei He Sebastian Rudolph Christian von Hebel Xi Yang Lutz Weihermüller Achim Mester Harry Vereecken
AuthorAffiliation	Agrosphere （IBG-3）, Forschungszentrum Jiilich GmbH, Jiilich 52425, Germany Centre for High-Performance Scientific Computing in Terrestrial Systems （ TerrSys）, Jiilich 52425, Germany Electronic Systems （ZEA-2）, Forschungszentrum Jiilich GmbH, Jiilich 52425, Germany British Geological Survey, Environmenal Science Centre, Key Worth, Nottingham NG12 5GG, UK
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CitedBy_id	crossref_primary_10_1190_geo2020_0067_1 crossref_primary_10_1190_geo2020_0283_1 crossref_primary_10_1016_j_jappgeo_2025_105655 crossref_primary_10_3390_rs14236066 crossref_primary_10_3390_su142416947 crossref_primary_10_1016_j_geoderma_2020_114431 crossref_primary_10_1190_geo2018_0597_1 crossref_primary_10_1002_2016WR019498 crossref_primary_10_1038_s41597_024_04300_1 crossref_primary_10_1190_geo2017_0617_1 crossref_primary_10_1190_geo2021_0683_1 crossref_primary_10_1029_2021WR030110 crossref_primary_10_1002_nsg_12154
Cites_doi	10.1093/gji/ggt305 10.1002/2013WR015177 10.1093/gji/ggt528 10.1016/j.jappgeo.2011.01.001 10.2136/vzj2011.0035 10.1016/j.eja.2014.12.004 10.3997/1873-0604.2010054 10.1093/gji/ggt275 10.3997/1873-0604.2012045 10.2136/sssaj2004.3390 10.1016/j.geoderma.2014.11.015 10.1016/j.jhydrol.2015.03.030 10.1016/j.geoderma.2012.06.010 10.1016/j.jappgeo.2013.08.007 10.1002/2013WR014864 10.1109/TGRS.2010.2046670 10.2136/vzj2009.0088 10.1190/geo2011-0458.1 10.3997/1873-0604.2010037 10.1109/TGRS.2007.901048
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Notes	ground penetrating radar, electromagnetic induction, full-waveform inversion. Due to the recent system developments for the electromagnetic characterization of the subsurface, fast and easy acquisition is made feasible due to the fast measurement speed, easy coupling with GPS systems, and the availability of multi-channel electromagnetic induction（EMI） and ground penetrating radar（GPR） systems. Moreover, the increasing computer power enables the use of accurate forward modeling programs in advanced inversion algorithms where no approximations are used and the full information content of the measured data can be exploited. Here, recent developments of large-scale quantitative EMI inversion and full-waveform GPR inversion are discussed that yield higher resolution of quantitative medium properties compared to conventional approaches. In both cases a detailed forward model is used in the inversion procedure that is based on Maxwell＇s equations. The multi-channel EMI data that have different sensing depths for the different source-receiver offset are calibrated using a short electrical resistivity tomography（ERT） calibration line which makes it possible to invert for electrical conductivity changes with depth over large areas. The crosshole GPR full-waveform inversion yields significant higher resolution of the permittivity and conductivity images compared to ray-based inversion results. 42-1788/P ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14
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PublicationTitle	Journal of earth science (Wuhan, China)
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SubjectTerms	Biogeosciences Earth and Environmental Science Earth science Earth Sciences Electrical resistivity Electromagnetics Geochemistry Geology Geotechnical Engineering & Applied Earth Sciences Radar Waveform analysis 井间全球定位系统定量反演探地雷达系统波形反演电磁感应电阻率层析成像雷达数据
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