TY - JOUR
T1 - Enhancing Low-Wavenumber Information in Reflection Waveform Inversion by the Energy Norm Born Scattering
AU - Wang, Guanchao
AU - Alkhalifah, Tariq Ali
AU - Wang, Shangxu
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: Guanchao Wang wishes to thank the China Scholarship Council for support to study abroad and the Seismic Wave Analysis Group (SWAG) in King Abdullah University of Science and Technology (KAUST) for the collaborative environment.
PY - 2020
Y1 - 2020
N2 - Full waveform inversion (FWI) plays a central role in the field of exploration geophysics due to its potential in recovering the properties of the subsurface at a high resolution. A starting model with ample long wavelength components is essential for the success of most FWI algorithms. Reflection waveform inversion (RWI) is one popular way to invert for the long wavelength velocity components from the short offset seismic data by decomposing the gradient of FWI into migration and tomographic terms. However, the transmitted part of Born scattering in conventional RWI still produces high-wavenumber artifacts, which would hinder its convergence. Thus, in this letter, an efficient nontransmission energy norm Born scattering is used in RWI to overcome the drawbacks of conventional RWI. Finally, we use numerical examples to show that the energy norm Born scattering can provide clean reflection energy from the reflector and enhance the low-wavenumber information in the RWI gradient.
AB - Full waveform inversion (FWI) plays a central role in the field of exploration geophysics due to its potential in recovering the properties of the subsurface at a high resolution. A starting model with ample long wavelength components is essential for the success of most FWI algorithms. Reflection waveform inversion (RWI) is one popular way to invert for the long wavelength velocity components from the short offset seismic data by decomposing the gradient of FWI into migration and tomographic terms. However, the transmitted part of Born scattering in conventional RWI still produces high-wavenumber artifacts, which would hinder its convergence. Thus, in this letter, an efficient nontransmission energy norm Born scattering is used in RWI to overcome the drawbacks of conventional RWI. Finally, we use numerical examples to show that the energy norm Born scattering can provide clean reflection energy from the reflector and enhance the low-wavenumber information in the RWI gradient.
UR - http://hdl.handle.net/10754/665058
UR - https://ieeexplore.ieee.org/document/9187558/
U2 - 10.1109/LGRS.2020.3019536
DO - 10.1109/LGRS.2020.3019536
M3 - Article
SN - 1558-0571
SP - 1
EP - 5
JO - IEEE Geoscience and Remote Sensing Letters
JF - IEEE Geoscience and Remote Sensing Letters
ER -