西南石油大学学报(自然科学版) ›› 2010, Vol. 32 ›› Issue (1): 40-44.DOI: 10.3863/j.issn.1674-5086.2010.01.007

• 地质勘探 • Previous Articles     Next Articles

STUDY ON THE APPLICATION OF ITERATIVE INVERSION OF SURFACE WAVE BASED ON ARTIFICIAL NEURAL NETWORK

HE Yi1,2;ZHANG Jin1;LIU Huai-shan1   

  1. 1.College of Marine Geoscience,Ocean University of China,Qingdao Shandong 266100,China;2.Research Institute,Zhanjiang Company,CNOOC Ltd.,Zhanjiang Guangdong 524057,China
  • Received:2008-04-15 Revised:1900-01-01 Online:2010-02-20 Published:2010-02-20
  • Contact: HE Yi

Abstract:

Because traditional methods applied in investigating surfacestructure are restricted on paralic zone,according to the feature of surfacestructure on paralic zone,the try is done to use the surface wave on seismic record to research the surfacestructure and to offer deep exploration activity of weathering zone.In view of shortages in the methods applied in dispersion curve inversion of surface wave,an iterative inversion method based on BP(Backpropagation) artificial neural network is introduced to surface wave and it is used to predict the parameters of eathering zone on paralic zone.Combined with very strong selflearning,selfadapting,selforganizing and faulttolerant ability of neural network,the prediction power of conventional iterative inversion method is enhanced effectively.By testing the model of paralic surfacestructure,the good effect can be obtained.Moreover,applied to real data,the method still gives out satisfactory result.

Key words: surfacestructure on paralic zone, surface wave, dispersion curve, BP artificial neural network, iterative inversion, seismic prospecting

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