Sensitivity analyses of acoustic impedance inversion with full-waveform inversion. (13th February 2018)

• Record Type: Journal Article
• Authors: Yao, Gang; da Silva, Nuno V; Wu, Di
• Is Part Of: Journal of geophysics and engineering. Volume 15:Number 2(2018:Apr.)
• Page Start: 461
• Page End: 477
• Publication Date: 2018-02-13
• Subjects: acoustic impedance -- full-waveform inversion -- model parameterization -- short offset reflection; Geophysics -- Periodicals; Prospecting -- Geophysical methods -- Periodicals; Engineering -- Periodicals; 622.1505
• DOI: 10.1088/1742-2140/aaa980
• Languages: English
• ISSNs: 1742-2132

Abstract

Abstract: Acoustic impedance estimation has a significant importance to seismic exploration. In this paper, we use full-waveform inversion to recover the impedance from seismic data, and analyze the sensitivity of the acoustic impedance with respect to the source-receiver offset of seismic data and to the initial velocity model. We parameterize the acoustic wave equation with velocity and impedance, and demonstrate three key aspects of acoustic impedance inversion. First, short-offset data are most suitable for acoustic impedance inversion. Second, acoustic impedance inversion is more compatible with the data generated by density contrasts than velocity contrasts. Finally, acoustic impedance inversion requires the starting velocity model to be very accurate for achieving a high-quality inversion. Based upon these observations, we propose a workflow for acoustic impedance inversion as: (1) building a background velocity model with travel-time tomography or reflection waveform inversion; (2) recovering the intermediate wavelength components of the velocity model with full-waveform inversion constrained by Gardner's relation; (3) inverting the high-resolution acoustic impedance model with short-offset data through full-waveform inversion. We verify this workflow by the synthetic tests based on the Marmousi model.