Misfit functions for full waveform inversion based on instantaneous phase and envelope measurements

被引:316
|
作者
Bozdag, Ebru [1 ]
Trampert, Jeannot [2 ]
Tromp, Jeroen [1 ,3 ]
机构
[1] Princeton Univ, Dept Geosci, Princeton, NJ 08544 USA
[2] Univ Utrecht, Dept Earth Sci, Utrecht, Netherlands
[3] Princeton Univ, Program Appl & Computat Math, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
Body waves; Surface waves and free oscillations; Seismic tomography; Computational seismology; Wave propagation; SPECTRAL ELEMENT METHOD; 3-DIMENSIONAL SENSITIVITY KERNELS; FINITE-FREQUENCY SENSITIVITY; MANTLE SHEAR VELOCITY; FRECHET KERNELS; ADJOINT METHODS; SEISMIC TOMOGRAPHY; EARTH TOMOGRAPHY; TRAVEL-TIMES; SURFACE;
D O I
10.1111/j.1365-246X.2011.04970.x
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
P>Resolution in seismic tomography intimately depends on data coverage, with different parts of seismograms sensitive to different parts of Earth's structure. In classical seismic tomography, the usable amount of data is often restricted because of approximations to the wave equation. 3-D numerical simulations of wave propagation provide new opportunities for increasing the amount of usable data in seismograms by choosing appropriate misfit functions which have direct control on Frechet derivatives. We propose new misfit functions for full waveform tomography based on instantaneous phase differences and envelope ratios between observed and synthetic seismograms. The aim is to extract as much information as possible from a single seismogram. Using the properties of the Hilbert transform, we separate phase and amplitude information in the time domain. To gain insight in the advantages and disadvantages of chosen misfit functions, we make qualitative comparisons of the corresponding finite-frequency adjoint sensitivity kernels with those from commonly used misfit functions based on cross-correlation traveltime, amplitude and waveform differences. The major advantages of our misfit functions are: (1) working in the Hilbert domain reduces non-linear behaviour of waveforms due to interaction of phase and amplitude information, and (2) we show with noise-free synthetic seismograms that it is possible to use a complete seismogram without losing information from low-amplitude phases. Complementary to instantaneous phase measurements, envelope measurements provide a way of using amplitude information of waveforms, which may also easily be extended to constrain anelastic properties. The properties of the kernels allow us to simplify the tomography problem by separating elastic and anelastic inversions. First indications are that the kernels remain well behaved in the presence of noise.
引用
收藏
页码:845 / 870
页数:26
相关论文
共 50 条
  • [1] A review of misfit functions for adjoint full waveform inversion in seismology
    Gao, Yajian
    Tilmann, Frederik
    Rietbrock, Andreas
    GEOPHYSICAL JOURNAL INTERNATIONAL, 2023, 235 (03) : 2794 - 2827
  • [2] Appraisal of Instantaneous Phase-Based Functions in Adjoint Waveform Inversion
    Jimenez Tejero, Clara Estela
    Sallares, Valenti
    Ranero, Cesar R.
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 56 (09): : 5185 - 5197
  • [3] Analysis of optimal transport and related misfit functions in full-waveform inversion
    Yang, Yunan
    Engquist, Bjorn
    GEOPHYSICS, 2018, 83 (01) : A7 - A12
  • [4] Full waveform inversion with combined misfit functions and application in land seismic data
    Song, Jianyong
    Yang, Zhifang
    Cao, Hong
    He, Weiguang
    Pan, Wenyong
    Li, Meng
    Tian, Na
    FRONTIERS IN EARTH SCIENCE, 2023, 11
  • [5] Full-waveform inversion of surface waves based on instantaneous-phase coherency
    Tohti, Munirdin
    Liu, Jianhuan
    Xiao, Wenjiao
    Wang, Yibo
    Di, Qingyun
    Zhou, Kefa
    NEAR SURFACE GEOPHYSICS, 2022, 20 (05) : 494 - 506
  • [6] Reflection full-waveform inversion using a modified phase misfit function
    Cui Chao
    Huang Jian-Ping
    Li Zhen-Chun
    Liao Wen-Yuan
    Guan Zhe
    APPLIED GEOPHYSICS, 2017, 14 (03) : 407 - 418
  • [7] Concurrent elastic inversion of Rayleigh and body waves with interleaved envelope-based and waveform-based misfit functions
    Ren, Li
    McMechan, George A.
    Guo, Peng
    EXPLORATION GEOPHYSICS, 2023, 54 (04) : 416 - 440
  • [8] Elastic Full Waveform Inversion (FWI) of Reflection Data with a Phase Misfit Function
    Kormann, Jean
    Esteban Rodriguez, Juan
    Ferrer, Miguel
    Gutierrez, Natalia
    de la Puente, Josep
    Hanzich, Mauricio
    Maria Cela, Jose
    HIGH PERFORMANCE COMPUTER APPLICATIONS, 2016, 595 : 277 - 284
  • [9] Reflection full-waveform inversion using a modified phase misfit function
    Chao Cui
    Jian-Ping Huang
    Zhen-Chun Li
    Wen-Yuan Liao
    Zhe Guan
    Applied Geophysics, 2017, 14 : 407 - 418
  • [10] Full waveform inversion based on initial model built from envelope inversion
    YIN Chang
    SUN Jianguo
    MIAO He
    YAN Hongqun
    Global Geology, 2018, 21 (01) : 62 - 67