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Time-Domain Full Waveform Inversion Using the GradientPreconditioning Based on Transmitted Wave Energy

摘要:The gradient preconditioning approach based on seismic wave energy can effectively avoid the huge memory consumption of the gradient preconditioning algorithms based on the Hessian matrix. However, the accuracy of this approach is prone to be influ- enced by the energy of reflected waves. To tackle this problem, the paper proposes a new gradient preconditioning method based on the energy of transmitted waves. The approach scales the gradient through a precondition factor, which is calculated by the ‘a(chǎn)p- proximate transmission wavefield’ simulation based on the nonreflecting acoustic wave equation. The method requires no computing nor storing of the Hessian matrix and its inverse matrix. Furthermore, the proposed method can effectively eliminate the effects of geometric spreading and disproportionality in the gradient illumination. The results of model experiments show that the time-domain full waveform inversion (FWI) using the gradient preconditioning based on transmitted wave energy can achieve higher inversion accuracy for deep high-velocity bodies and their underlying strata in comparison with the one using the gradient preconditioning based on seismic wave energy. The field marine seismic data test shows that our proposed method is also highly applicable to the FWI of field marine seismic data.

關(guān)鍵詞:
  • full  
  • waveform  
  • inversion  
  • gradient  
  • preconditioning  
  • transmitted  
  • wave  
  • nonreflecting  
  • acoustic  
  • equation  
作者:
SONG; Peng; TAN; Jun; LIU; Zhaolun; ZHANG; Xiaobo; LIU; Baohua; YU; Kaiben; LI; Jinshan; XIA; Dongming; XIE; Chuang
單位:
College; of; Marine; Geo-Sciences; Ocean; University; of; China; Qingdao; 266100; China; Laboratory; for; Marine; Mineral; Resources; Qingdao; National; Laboratory; for; Marine; Science; and; Technology; Qingdao; 266100; China; Key; Laboratory; of; Submarine; Geosciences; and; Prospecting; Techniques; Ministry; of; Education; Ocean; University; of; China; Qingdao; 266100; China; Physical; Science; and; Engineering; Division; (PSE); King; Abdullah; University; of; Science; and; Technology; (KAUST); Thuwal; 23955-6900; Saudi; Arabia; National; Deep; Sea; Center; Qingdao; 266100; China
刊名:
中國海洋大學(xué)學(xué)報(bào)·自然科學(xué)版

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中國海洋大學(xué)學(xué)報(bào)·自然科學(xué)版緊跟學(xué)術(shù)前沿,緊貼讀者,國內(nèi)刊號為:37-1414/P。堅(jiān)持指導(dǎo)性與實(shí)用性相結(jié)合的原則,創(chuàng)辦于1959年,雜志在全國同類期刊中發(fā)行數(shù)量名列前茅。