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作者:

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

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EI Scopus SCIE

摘要:

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.

关键词:

Ant colony optimization Fault recognition Horizon Seismic section

作者机构:

  • [ 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

通讯作者信息:

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

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来源 :

JOURNAL OF APPLIED GEOPHYSICS

ISSN: 0926-9851

年份: 2018

卷: 152

页码: 1-8

2 . 0 0 0

JCR@2022

ESI学科: GEOSCIENCES;

ESI高被引阀值:65

被引次数:

WoS核心集被引频次: 23

SCOPUS被引频次: 24

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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