TY - JOUR
T1 - Explicit Fréchet Derivatives for 3-D Frequency-Domain Seismic Full-Waveform Inversion in Viscoelastic Tilted Transversely Isotropic Media and Fully Parallel Implementations
AU - Ma, Guoqi
AU - Zhou, Bing
AU - Al Suwaidi, Aisha
AU - Kamel Riahi, Mohamed
AU - Jamal Zemerly, Mohamed
AU - Liu, Xu
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - The Fréchet derivatives or sensitivity kernels of the observed seismograms are fundamental to seismic full-waveform inversion (FWI). They quantitatively measure the seismogram variations caused by any physical parameter perturbation of the Earth's subsurface. The 3-D viscoelastic tilted transversely isotropic (TTI) media are often encountered in practices due to the presence of dip thin layers, joints, fractures or cracks, orientated grains or crystallization, and water or gas saturation. To image such subsurface, we have derived explicit 3-D frequency-domain Fréchet derivatives of the seismogram spectrum with respect to 13 independent physical parameters of TTI rock, which include density, five elastic moduli, five Q-factors, and inclination and declination angles of the symmetric axis of rock structure. We have demonstrated a fully parallel implementation to compute the Fréchet derivatives and conduct synthetic subsurface imaging experiments, in which the 13 independent parameters of the subsurface targets are successfully reconstructed. The experimental results have verified the correctness and validity of the derived 3-D Fréchet derivatives for imaging viscoelastic TTI media.
AB - The Fréchet derivatives or sensitivity kernels of the observed seismograms are fundamental to seismic full-waveform inversion (FWI). They quantitatively measure the seismogram variations caused by any physical parameter perturbation of the Earth's subsurface. The 3-D viscoelastic tilted transversely isotropic (TTI) media are often encountered in practices due to the presence of dip thin layers, joints, fractures or cracks, orientated grains or crystallization, and water or gas saturation. To image such subsurface, we have derived explicit 3-D frequency-domain Fréchet derivatives of the seismogram spectrum with respect to 13 independent physical parameters of TTI rock, which include density, five elastic moduli, five Q-factors, and inclination and declination angles of the symmetric axis of rock structure. We have demonstrated a fully parallel implementation to compute the Fréchet derivatives and conduct synthetic subsurface imaging experiments, in which the 13 independent parameters of the subsurface targets are successfully reconstructed. The experimental results have verified the correctness and validity of the derived 3-D Fréchet derivatives for imaging viscoelastic TTI media.
KW - 3-D Fréchet derivatives
KW - frequency domain
KW - full-waveform inversion (FWI)
KW - parallel computation
KW - tilted transverse isotropy
KW - viscoelasticity
UR - https://www.scopus.com/pages/publications/105002394751
U2 - 10.1109/TGRS.2025.3553855
DO - 10.1109/TGRS.2025.3553855
M3 - Article
AN - SCOPUS:105002394751
SN - 0196-2892
VL - 63
JO - IEEE Transactions on Geoscience and Remote Sensing
JF - IEEE Transactions on Geoscience and Remote Sensing
M1 - 4504108
ER -