TY - JOUR
T1 - Multi-physics joint inversion of field FWI-GPR and ER surface acquired data
AU - Domenzain, Diego
AU - Bradford, John
AU - Mead, Jodi
N1 - Publisher Copyright:
© 2021 Society of Exploration Geophysicists First International Meeting for Applied Geoscience & Energy
PY - 2021
Y1 - 2021
N2 - We use ground penetrating radar (GPR) and electrical resistivity (ER) surface acquired data on an alluvial aquifer in a multi-physics joint inversion that recovers electrical permittivity and conductivity. Our algorithm is a simultaneous 2.5D joint inversion that coherently integrates the ER data and the full-waveform response of GPR without invoking petrophysical relationships. We join full-waveform inversion (FWI) GPR with adjoint derived ER sensitivities, without the need to interpolate the GPR and ER computational domains. We compare our recovered parameters to individual FWI-GPR and ER recovered parameters. We use capacitive conductivity and neutron-derived porosity borehole measurements to validate our results. Our joint recovered conductivity resembles both control data better than the control data resembles each other, and better than individual FWI-GPR and ER results. Our joint recovered permittivity exhibits subsurface features with higher resolution than that of the FWI-GPR solution.
AB - We use ground penetrating radar (GPR) and electrical resistivity (ER) surface acquired data on an alluvial aquifer in a multi-physics joint inversion that recovers electrical permittivity and conductivity. Our algorithm is a simultaneous 2.5D joint inversion that coherently integrates the ER data and the full-waveform response of GPR without invoking petrophysical relationships. We join full-waveform inversion (FWI) GPR with adjoint derived ER sensitivities, without the need to interpolate the GPR and ER computational domains. We compare our recovered parameters to individual FWI-GPR and ER recovered parameters. We use capacitive conductivity and neutron-derived porosity borehole measurements to validate our results. Our joint recovered conductivity resembles both control data better than the control data resembles each other, and better than individual FWI-GPR and ER results. Our joint recovered permittivity exhibits subsurface features with higher resolution than that of the FWI-GPR solution.
UR - http://www.scopus.com/inward/record.url?scp=85120938990&partnerID=8YFLogxK
U2 - 10.1190/segam2021-3576479.1
DO - 10.1190/segam2021-3576479.1
M3 - Conference article
AN - SCOPUS:85120938990
SN - 1052-3812
VL - 2021-September
SP - 1716
EP - 1720
JO - SEG Technical Program Expanded Abstracts
JF - SEG Technical Program Expanded Abstracts
T2 - 1st International Meeting for Applied Geoscience and Energy
Y2 - 26 September 2021 through 1 October 2021
ER -