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Author:

Chen, Lei (Chen, Lei.) | Xiao, Chuangbai (Xiao, Chuangbai.) | Li, Xueliang (Li, Xueliang.) | Wang, Zhenli (Wang, Zhenli.) | Huo, Shoudong (Huo, Shoudong.)

Indexed by:

EI Scopus SCIE

Abstract:

Fault recognition is an important section in seismic interpretation and there are many methods for this technology, but no one can recognize fault exactly enough. For this problem, we proposed a new fault recognition method based on ant colony optimization which can locate fault precisely and extract fault from the seismic section. Firstly, seismic horizons are extracted by the connected component labeling algorithm; secondly, the fault location are decided according to the horizontal endpoints of each horizon; thirdly, the whole seismic section is divided into several rectangular blocks and the top and bottom endpoints of each rectangular block are considered as the nest and food respectively for the ant colony optimization algorithm. Besides that, the positive section is taken as an actual three dimensional terrain by using the seismic amplitude as a height. After that, the optimal route from nest to food calculated by the ant colony in each block is judged as a fault. Finally, extensive comparative tests were performed on the real seismic data. Availability and advancement of the proposed method were validated by the experimental results. (C) 2018 Elsevier B.V. All rights reserved.

Keyword:

Fault recognition Horizon Ant colony optimization Seismic section

Author Community:

  • [ 1 ] [Chen, Lei]Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
  • [ 2 ] [Li, Xueliang]Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
  • [ 3 ] [Wang, Zhenli]Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
  • [ 4 ] [Huo, Shoudong]Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China
  • [ 5 ] [Xiao, Chuangbai]Beijing Univ Technol, Coll Comp Sci & Technol, Fac Informat Technol, Beijing 100724, Peoples R China

Reprint Author's Address:

  • [Huo, Shoudong]Chinese Acad Sci, Inst Geol & Geophys, Key Lab Petr Resources Res, Beijing 100029, Peoples R China

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Source :

JOURNAL OF APPLIED GEOPHYSICS

ISSN: 0926-9851

Year: 2018

Volume: 152

Page: 1-8

2 . 0 0 0

JCR@2022

ESI Discipline: GEOSCIENCES;

ESI HC Threshold:139

Cited Count:

WoS CC Cited Count: 26

SCOPUS Cited Count: 27

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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