TY - JOUR
T1 - Multi-parameter full waveform inversion using Poisson
AU - Oh, Juwon
AU - Min, Dong-Joo
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: This work was supported by the Human Resources Development program (No. 20134010200510) of the Korea Institute of Energy Technology Evaluation and Planning (KETEP) grant funded by the Ministry of Trade, Industry and Energy and the "Development of Technology for CO2 Marine Geological Storage' program funded by the Ministry of Oceans and Fisheries of Korea.
PY - 2016/7/21
Y1 - 2016/7/21
N2 - In multi-parameter full waveform inversion (FWI), the success of recovering each parameter is dependent on characteristics of the partial derivative wavefields (or virtual sources), which differ according to parameterisation. Elastic FWIs based on the two conventional parameterisations (one uses Lame constants and density; the other employs P- and S-wave velocities and density) have low resolution of gradients for P-wave velocities (or ). Limitations occur because the virtual sources for P-wave velocity or (one of the Lame constants) are related only to P-P diffracted waves, and generate isotropic explosions, which reduce the spatial resolution of the FWI for these parameters. To increase the spatial resolution, we propose a new parameterisation using P-wave velocity, Poisson's ratio, and density for frequency-domain multi-parameter FWI for isotropic elastic media. By introducing Poisson's ratio instead of S-wave velocity, the virtual source for the P-wave velocity generates P-S and S-S diffracted waves as well as P-P diffracted waves in the partial derivative wavefields for the P-wave velocity. Numerical examples of the cross-triangle-square (CTS) model indicate that the new parameterisation provides highly resolved descent directions for the P-wave velocity. Numerical examples of noise-free and noisy data synthesised for the elastic Marmousi-II model support the fact that the new parameterisation is more robust for noise than the two conventional parameterisations.
AB - In multi-parameter full waveform inversion (FWI), the success of recovering each parameter is dependent on characteristics of the partial derivative wavefields (or virtual sources), which differ according to parameterisation. Elastic FWIs based on the two conventional parameterisations (one uses Lame constants and density; the other employs P- and S-wave velocities and density) have low resolution of gradients for P-wave velocities (or ). Limitations occur because the virtual sources for P-wave velocity or (one of the Lame constants) are related only to P-P diffracted waves, and generate isotropic explosions, which reduce the spatial resolution of the FWI for these parameters. To increase the spatial resolution, we propose a new parameterisation using P-wave velocity, Poisson's ratio, and density for frequency-domain multi-parameter FWI for isotropic elastic media. By introducing Poisson's ratio instead of S-wave velocity, the virtual source for the P-wave velocity generates P-S and S-S diffracted waves as well as P-P diffracted waves in the partial derivative wavefields for the P-wave velocity. Numerical examples of the cross-triangle-square (CTS) model indicate that the new parameterisation provides highly resolved descent directions for the P-wave velocity. Numerical examples of noise-free and noisy data synthesised for the elastic Marmousi-II model support the fact that the new parameterisation is more robust for noise than the two conventional parameterisations.
UR - http://hdl.handle.net/10754/626648
UR - http://www.publish.csiro.au/eg/EG16063
UR - http://www.scopus.com/inward/record.url?scp=85034956828&partnerID=8YFLogxK
U2 - 10.1071/EG16063
DO - 10.1071/EG16063
M3 - Article
SN - 0812-3985
VL - 48
SP - 456
EP - 475
JO - Exploration Geophysics
JF - Exploration Geophysics
IS - 4
ER -