Volume 48 Issue 3
Jun.  2020
Turn off MathJax
Article Contents
Abstract
References
Related Articles
YANG Zhen, GAO Zhenyu, LIU Xingye. Seismic impedance inversion of coal field with reflectivity method based on Bayesian theory[J]. COAL GEOLOGY & EXPLORATION, 2020, 48(3): 204-210,218. DOI: 10.3969/j.issn.1001-1986.2020.03.029
Citation: YANG Zhen, GAO Zhenyu, LIU Xingye. Seismic impedance inversion of coal field with reflectivity method based on Bayesian theory[J]. COAL GEOLOGY & EXPLORATION, 2020, 48(3): 204-210,218. DOI: 10.3969/j.issn.1001-1986.2020.03.029
shu

Seismic impedance inversion of coal field with reflectivity method based on Bayesian theory

  • 1. Buertai Coal Mine, Shenhua Shendong Coal Group Corporation Limited, Ordos 017000, China;

  • 2. College of Geology and Environment, Xi'an University of Science and Technology, Xi'an 710054, China

Funds: 

National Natural Science Foundation of China(41904116)

More Information
  • Received Date: December 31, 2019
  • Revised Date: April 29, 2020
  • Published Date: June 24, 2020
    Graphical Abstract
    • Abstract
  • Seismic inversion can reflect the morphology of subsurface formation and facies information more intuitively. Seismic impedance inversion can directly produce elastic information of underground media, providing reliable information for subsequent coal identification, water channel prediction and collapse column distinguishing. A Bayesian-based inversion of reflectivity method was developed. It can consider the various propagation effects of seismic waves and solve the objective function nonlinearly, which can more accurately calculate the impedance and improve the inversion resolution. The method is applied to the actual data from Buertai coal mine and satisfactory results are output, which effectively verifies the feasibility and effectiveness of the new method. Compared with traditional inversion method, the resolution and accuracy are improved. It can effectively identify the distribution of thin coal and deep coal. It can provide valuable information for identifying the coal and the collapse column by using seismic inversion technology and predicting the water distribution in the roof and the floor.
    • FullText(HTML)
    • References (20)
  • [1]
    黄亚平,束荣华,董守华,等. 波阻抗反演技术在煤田地震岩性勘探中的应用[J]. 煤田地质与勘探,2008,36(5):62-64.

    HUANG Yaping,SHU Ronghua,DONG Shouhua,et al. Application of wave impedance inversion technique to the seismic lithological exploration in coalfield[J]. Coal Geology & Exploration,2008,36(5):62-64.
    [2]
    任川,潘冬明,彭刘亚,等. 利用弹性波阻抗反演预测构造煤发育[J]. 煤田地质与勘探,2014,42(3):92-95.

    REN Chuan,PAN Dongming,PENG Liuya,et al. Prediction of tectonic coal development using elastic impedance inversion[J]. Coal Geology & Exploration,2014,42(3):92-95.
    [3]
    王千遥,单蕊. 波阻抗反演技术在煤田勘探中的应用[J]. 煤炭技术, 2018,37(8):97-100.

    WANG Qianyao,SHAN Rui. Application of wave impedance inversion technique in coalfield exploration[J]. Coal Technology,2018,37(8):97-100.
    [4]
    LIU Xingye,CHEN Xiaohong,LI Jingye,et al. Facies identification based on multikernel relevance vector machine[J]. IEEE Transactions on Geoscience and Remote Sensing,2020,58(10):1-14.
    [5]
    刘兴业,陈小宏,李景叶,等. 基于核贝叶斯判别法的储层物性参数预测[J]. 石油学报,2016,37(7):878-886.

    LIU Xingye,CHEN Xiaohong,LI Jingye,et al. Reservoir physical property prediction based on kernel-Bayes discriminant method[J]. Acta Petrolei Sinica,2016,37(7):878-886.
    [6]
    刘兴业,李景叶,陈小宏,等. 联合多点地质统计学与序贯高斯模拟的随机反演方法[J]. 地球物理学报,2018,61(7):364-373.

    LIU Xingye,LI Jingye,CHEN Xiaohong,et al. A stochastic inversion method integrating multi-point geostatistics and sequential Gaussian simulation[J]. Chinese Journal of Geophysics,2018,61(7):2998-3007.
    [7]
    FERTIG J G, MÜLLER G. Computations of synthetic seismograms for coal seams with the reflectivity method[J]. Geophysical Prospecting,1978,26(4):868-883.
    [8]
    LIU Xingye,LI Jingye,CHEN Xiaohong,et al. Bayesian discriminant analysis of lithofacies integrate the Fisher transformation and the kernel function estimation[J]. Interpretation,2017,5(2):SE1-SE10.
    [9]
    LIU Xingye,LI Jingye,CHEN Xiaohong,et al. Stochastic inversion of facies and reservoir properties based on multi-point geostatistics[J]. Journal of Geophysics and Engineering,2018,15(6):2455-2468.
    [10]
    FUCHS K,MÜLLER G. Computation of synthetic seismograms with the reflectivity method and comparison with observations[J]. Geophysical Journal International,1971,23(4):417-433.
    [11]
    KENNETT B L N. Theoretical reflection seismograms for elastic media[J]. Geophysical Prospecting,1979,27(2):301-321.
    [12]
    FRYER G J. A slowness approach to the reflectivity method of seismogram synthesis[J]. Geophysical Journal International, 1980,63(3):747-758.
    [13]
    MULLER G. The reflectivity method:A tutorial[J]. Journal of Geophysics,1985,58(1/2/3):153-174.
    [14]
    MALLICK S,FRAZER L N. Practical aspects of reflectivity modeling[J]. Geophysics,1987,52(10):1355-1364.
    [15]
    ZHAO H,BJØRN U,AMUNDSEN L. Frequency-wave number elastic inversion of marine seismic data[J]. Geophysics,1994,59(12):1868-1881.
    [16]
    GOUVEIA W P, SCALES J A. Bayesian seismic waveform inversion:Parameter estimation and uncertainty analysis[J]. Journal of Geophysical Research,1998,103(B2):2759-2779.
    [17]
    SEN M K,ROY I G. Computation of differential seismograms and iteration adaptive regularization in prestack waveform inversion[J]. Geophysics,2003,68(6):2026-2039.
    [18]
    LIU Hongxing,LI Jingye,CHEN Xiaohong,et al. Amplitude variation with offset inversion using the reflectivity method[J]. Geophysics,2016,81(4):R185-R195.
    [19]
    陈莉. 基于贝叶斯框架的反射率法AVO反演研究[D]. 北京:中国石油大学(北京),2017.

    CHEN Li. Prestack AVO inversion based on the reflectivity method using Bayesian theory[D]. Beijing:China University of Petroleum(Beijing),2017.
    [20]
    PHINNEY R,ODOM R,FRYER G. Rapid generation of synthetic seismograms in layered media by vectorization of the algorithm[J]. Bulletin of the Seismological Society of America,1987,77(6):2218-2226.
    • Related Articles

  • Related Articles

    [1]XING Tingdong, XUE Shigui, LI Xiaowei, SUO Chonghui, WANG Huiming, JIAO Yanyan. Physical modeling of seismic response for the coal seams of Yan'an Formation in loess tableland of North China[J]. COAL GEOLOGY & EXPLORATION, 2021, 49(6): 87-94. DOI: 10.3969/j.issn.1001-1986.2021.06.010
    [2]LI Juntang, WU Guoqing, NIU Genyan. Application of in-seam wave detection in small and dense collapse column in working face[J]. COAL GEOLOGY & EXPLORATION, 2018, 46(S1): 46-49. DOI: 10.3969/j.issn.1001-1986.2018.S1.010
    [3]WU Yanhui, WANG Peng, WANG Wei. Application of collapse column identification technology based on spectral decomposition[J]. COAL GEOLOGY & EXPLORATION, 2018, 46(3): 157-162,167. DOI: 10.3969/j.issn.1001-1986.2018.03.026
    [4]LI Yanfang, CHENG Jianyuan, ZHU Hongjuan, LI Gang. 3D forward modeling and seismic attribute sensitivity test of collapsed column[J]. COAL GEOLOGY & EXPLORATION, 2011, 39(4): 55-58. DOI: 10.3969/j.issn.1001-1986.2011.04.014
    [5]ZHOU Guo-xing, YANG Wen-qin, YANG Wen-qiang. Modeling research on characteristics and extraction method of abnormal seismic waves on small scale karst collapse column[J]. COAL GEOLOGY & EXPLORATION, 2006, 34(5): 63-65.
    [6]NING Jian-hong, ZHANG Guang-zhong. Seismic identification technique and its application of collapse column[J]. COAL GEOLOGY & EXPLORATION, 2005, 33(3): 64-67.
    [7]WU Shou-hua, ZHOU Guo-xing, YANG Su-xia, HE Huang-sheng. Analysis for the seismic response characteristics of collapse column[J]. COAL GEOLOGY & EXPLORATION, 2004, 32(3): 52-54.
    [8]Zheng Shitian, Ma Peizhi. THE TECHNIQUE BUILDING “CONCRETE PLUG” QUICKLY IN COLLAPSE COLUMN[J]. COAL GEOLOGY & EXPLORATION, 1998, 26(3): 51-53.
    [9]Chu Zhizhong. THE CHARACTERISTICS OF THE ACCOMPANYING FAULTS OF COLLAPSE COLUMN AND THE PREDICTION OF COLLAPSE COLUMN[J]. COAL GEOLOGY & EXPLORATION, 1998, 26(3): 26-28.
    [10]Liu Zhongju. THE GROWTH REGULARITY AND DETECTIVE TECHNIQUE OF COLLAPSE COLUMN[J]. COAL GEOLOGY & EXPLORATION, 1997, 25(5): 11-23.

  • Cited by

    Periodical cited type(2)

    1. 杨乐，吕帅锋. 新良友井田岩溶陷落柱特征及加固治理技术研究. 煤. 2025(02): 12-15 .
    2. 谢雄举，史松群，任景伦，崔晓杰，余松. 深度域波形指示反演在薄储层预测中的应用：以苏里格气田陕18区块为例. 世界地质. 2022(01): 117-128 .

    Other cited types(4)

Catalog

    Get Citation
    PDF
    XML

    Article Metrics

    Article views (146) PDF downloads (20) Cited by(6)
    Related

    Copyright of website design © Editorial Office of Coal Geology & Exploration 陕ICP备05001372号-6 陕公网安备 61019002002193号

    Address: Editorial Office of Coal Geology & Exploration, No.82 Jinye 1st Rd, High-Tech Zone, Xi'an City, Shaanxi, China

    Tel: 029-81778075 E-mail: ccrimtdzykt@vip.163.com

    Supported by: Beijing Renhe Information Technology Co., Ltd.  Baidu Analytics

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return