Yang Qianli, Wang Tingting, Bian Yinju. 2020: Recognition of earthquakes and explosions based on generalized S transform. Acta Seismologica Sinica, 42(5): 613-628. DOI: 10.11939/jass.20190173
Citation: Yang Qianli, Wang Tingting, Bian Yinju. 2020: Recognition of earthquakes and explosions based on generalized S transform. Acta Seismologica Sinica, 42(5): 613-628. DOI: 10.11939/jass.20190173

Recognition of earthquakes and explosions based on generalized S transform

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  • Received Date: March 21, 2020
  • Revised Date: August 23, 2020
  • Available Online: December 08, 2020
  • Published Date: September 14, 2020
  • In order to further enhance the ability of regional seismic network in distinguishing between natural earthquakes and artificial explosion events, the generalized S-transform method was used in this paper to study the waveform records of the explosions and the natural earthquakes occurred around Sanhe quarry of Hebei Province, and then the differences of time-frequency spectra between earthquakes and explosions were summarized. Affected by the focal mechanism, the time-frequency spectrograms of natural earthquakes show a wider frequency band range, and more complex distribution of energy clusters than those of artificial explosions. In order to eliminate the influence of epicentral distance, the time-frequency spectra obtained in this paper are saved as gray-scale images with the same size, and a new recognition criterion “the second-order moment of spectrum” is obtained by mathematical method. The test of the known earthquake and explosion events in Sanhe area suggest that the recognition rate of the second-order moment of spectrum for waveform records on single station reaches up 91%, and the recognition rate is more than 98% after taking the average of multiple stations, which indicates that the new recognition criteria has a good application prospect.
  • 陈学华,贺振华,黄德济. 2008. 基于广义S变换的地震资料高效时频谱分解[J]. 石油地球物理勘探,43(5):530–534.
    Chen X H,He Z H,Huang D J. 2008. High-efficient time-frequency spectrum decomposition of seismic data based on generalized S transform[J]. Oil Geophysical Prospecting,43(5):530–534 (in Chinese).
    高静怀,王文秉,朱光明. 1997. 小波变换与信号瞬时特征分析[J]. 地球物理学报,40(6):821–832. doi: 10.3321/j.issn:0001-5733.1997.06.011
    Gao J H,Wang W B,Zhu G M. 1997. Wavelet transform and instantaneous attributes analysis[J]. Acta Geophysica Sinica,40(6):821–832 (in Chinese).
    高静怀,陈文超,李幼铭,田芳. 2003. 广义S变换与薄互层地震响应分析[J]. 地球物理学报,46(4):526–532. doi: 10.3321/j.issn:0001-5733.2003.04.015
    Gao J H,Chen W C,Li Y M,Tian F. 2003. Generalized S transform and seismic response analysis of thin interbeds[J]. Acta Geophysica Sinica,46(4):526–532 (in Chinese).
    黄捍东,冯娜,王彦超,蔡燕杰. 2014. 广义S变换地震高分辨率处理方法研究[J]. 石油地球物理勘探,49(1):82–88.
    Huang H D,Feng N,Wang Y C,Cai Y J. 2014. High-resolution seismic processing based on generalized S transform[J]. Oil Geophysical Prospecting,49(1):82–88 (in Chinese).
    林鑫,王向腾,赵连锋,姚振兴. 2019. 核试验监测的地震学研究综述[J]. 地球物理学报,62(11):4047–4066. doi: 10.6038/cjg2019M0556
    Lin X,Wang X T,Zhao L F,Yao Z X. 2019. A review of seismological research on nuclear test monitoring[J]. Chinese Journal of Geophysics,62(11):4047–4066 (in Chinese).
    沈萍,郑治真. 1999. 瞬态谱在地震与核爆识别中的应用[J]. 地球物理学报,42(2):233–240. doi: 10.3321/j.issn:0001-5733.1999.02.011
    Shen P,Zheng Z Z. 1999. Application of transient spectrum to discrimination of nuclear explosions and earthquakes[J]. Acta Geophysica Sinica,42(2):233–240 (in Chinese).
    孙冬军,刘芳,王鹏. 2017. 上海及邻近地区Pb震相识别[J]. 地震地磁观测与研究,38(2):65–70. doi: 10.3969/j.issn.1003-3246.2017.02.012
    Sun D J,Liu F,Wang P. 2017. Pb seismic phase identification of Shanghai and surrounding areas[J]. Seismological and Geomagnetic Observation and Research,38(2):65–70 (in Chinese).
    隗永刚,杨千里,王婷婷,蒋长胜,边银菊. 2019. 基于深度学习残差网络模型的地震和爆破识别[J]. 地震学报,41(5):646–657. doi: 10.11939/jass.20190030
    Wei Y G,Yang Q L,Wang T T,Jiang C S,Bian Y J. 2019. Earthquake and explosion identification based on Deep Learning residual network model[J]. Acta Seismologica Sinica,41(5):646–657 (in Chinese).
    谢小碧,赵连锋. 2018. 朝鲜地下核试验的地震学观测[J]. 地球物理学报,61(3):889–904. doi: 10.6038/cjg2018L0677
    Xie X B,Zhao L F. 2018. The seismic characterization of North Korea underground nuclear tests[J]. Chinese Journal of Geophysics,61(3):889–904 (in Chinese).
    徐果明, 周慧兰. 1982. 地震学原理[M]. 北京: 科学出版社: 300–302.
    Xu G M, Zhou H L. 1982. Principle of Seismology [M]. Beijing: Science Press: 300–302 (in Chinese).
    张萍,魏富胜,潘科,边银菊,蒋秀琴. 2009. 爆破与地震的拐角频率比较[J]. 地震地磁观测与研究,30(5):20–25.
    Zhang P,Wei F S,Pan K,Bian Y J,Jiang X Q. 2009. Comparison of corner frequency between explosion and earthquake[J]. Seismological and Geomagnetic Observation and Research,30(5):20–25 (in Chinese).
    赵刚. 2017. 地震信号自动截取算法与震源类型识别研究[D]. 桂林: 广西师范大学: 24−39.
    Zhao G. 2017. Researches on the Algorithms of Automatic Segmentation of Seismic Signals and the Recognition of Source Types[D]. Guilin: Guangxi Normal University: 24−39 (in Chinese).
    郑治真,朱传镇,胡祚春. 1975. 爆破与地震的差异[J]. 地球物理学报,18(3):208–216.
    Zheng Z Z,Zhu C Z,Hu Z C. 1975. Differences between explosions and earthquakes[J]. Acta Geophysica Sinica,18(3):208–216 (in Chinese).
    Argo P,Clark R A,Douglas A,Gupta V,Hassard J,Lewis P M,Maguire P K H,Playford K,Ringdal F. 1995. The detection and recognition of underground nuclear explosions[J]. Surveys Geophys,16(4):495–532. doi: 10.1007/BF00665683
    Baumgardt D R,Ziegler K A. 1988. Spectral evidence for source multiplicity in explosions:Application to regional discrimination of earthquakes and explosions[J]. Bull Seismol Soc Am,78(5):1773–1795.
    Bonner J L. 2006. Development of a time-domain,variable-period surface-wave magnitude measurement procedure for application at regional and teleseismic distances,Part Ⅱ :Application and MS-mb performance[J]. Bull Seismol Soc Am,96(2):678–696. doi: 10.1785/0120050056
    Brune J N. 1970. Tectonic stress and the spectra of seismic shear waves from earthquakes[J]. J Geophys Res,75(26):4997–5009. doi: 10.1029/JB075i026p04997
    Chun K Y,Wu Y,Henderson G A. 2011. Magnitude estimation and source discrimination:A close look at the 2006 and 2009 North Korean underground nuclear explosions[J]. Bull Seismol Soc Am,101(3):1315–1329. doi: 10.1785/0120100202
    Dargahi-Noubary G R. 1998. Statistical estimation of corner frequency and its application to seismic event-identification[J]. Soil Dynam Earthq Eng,17(5):297–309. doi: 10.1016/S0267-7261(98)00016-5
    Daubechies I. 1992. Ten Lectures on Wavelets[M]. Philadelphia, PA: Society for Industrial and Applied Mathematics: 23−49.
    Fisk M D. 2007. Corner frequency scaling of regional seismic phases for underground nuclear explosions at the Nevada test site[J]. Bull Seismol Soc Am,97(3):977–988. doi: 10.1785/0120060186
    Gholami A. 2013. Sparse time-frequency decomposition and some applications[J]. IEEE Trans Geosci Remote Sens,51(6):3598–3604. doi: 10.1109/TGRS.2012.2220144
    Hlawatsch F,Manickam T G,Urbanke R L,Jones W. 1995. Smoothed pseudo-Wigner distribution,Choi-Williams distribution,and cone-kernel representation:Ambiguity-domain analysis and experimental comparison[J]. Signal Processing,43(2):149–168.
    Horasan G,Güney A B,Küsmezer A,Bekler F,Öğütçü Z,Musaoğlu N. 2009. Contamination of seismicity catalogs by quarry blasts:An example from Istanbul and its vicinity,northwestern Turkey[J]. J Asian Earth Sci,34(1):90–99. doi: 10.1016/j.jseaes.2008.03.012
    Li Y D,Zheng X D. 2007. Wigner-Ville distribution and its application in seismic attenuation estimation[J]. Appl Geophys,4(4):245–254. doi: 10.1007/s11770-007-0034-7
    Mark W D. 1970. Spectral analysis of the convolution and filtering of non-stationary stochastic processes[J]. J Sound Vib,11(1):19–63. doi: 10.1016/S0022-460X(70)80106-7
    Morlet J,Arens G,Fourgeau E,Glard D. 1982a. Wave propagation and sampling theory:Part Ⅰ :Complex signal and scattering in multilayered media[J]. Geophysics,47(2):203–221. doi: 10.1190/1.1441328
    Morlet J,Arens G,Fourgeau E,Giard D. 1982b. Wave propagation and sampling theory:Part Ⅱ :Sampling theory and complex waves[J]. Geophysics,47(2):222–236. doi: 10.1190/1.1441329
    Murphy J R, Barker B W, Marshall M E. 1997. Event Screening at the IDC Using the MS/mb Discriminant[R]. Maxwell Technologies Final Report: 23.
    Pinnegar C R,Mansinha L. 2003. The S-transform with windows of arbitrary and varying shape[J]. Geophysics,68(1):381–385. doi: 10.1190/1.1543223
    Qian S,Chen D P. 2002. Decomposition of the Wigner-Ville distribution and time-frequency distribution series[J]. IEEE Trans Signal Process,42(10):2836–2842.
    Radad M,Gholami A,Siahkoohi H R. 2015. S-transform with maximum energy concentration:Application to non-stationary seismic deconvolution[J]. J Appl Geophys,118:155–166. doi: 10.1016/j.jappgeo.2015.04.010
    Randall M J. 1973. The spectral theory of seismic sources[J]. Bull Seismol Soc Am,63(3):1133–1144.
    Richards P G,Kim W Y. 2007. Seismic signature[J]. Nat Phys,3(1):4–6. doi: 10.1038/nphys495
    Rovelli A. 1983. Time-frequency analysis of seismic excitation and estimates of attenuation parameters for the Friuli (Italy) local earthquakes[J]. Phys Earth Planet Int,33(2):94–110. doi: 10.1016/0031-9201(83)90143-7
    Sejdi E,Djurovi I,Jiang J. 2009. Time-frequency feature representation using energy concentration: An overview of recent advances[J]. Digital Signal Processing,19(1):153–183.
    Selby N D,Marshall P D,Bowers D. 2012. mb: MS event screening revisited[J]. Bull Seismol Soc Am,102(1):88–97. doi: 10.1785/0120100349
    Stockwell R G,Mansinha L,Lowe R P. 1996. Localization of the complex spectrum:The S transform[J]. IEEE Trans Signal Process,44(4):998–1001. doi: 10.1109/78.492555
    Tary J B,van der Baan M,Herrera R H. 2017. Applications of high-resolution time-frequency transforms to attenuation estimation[J]. Geophysics,82(1):V7–V20. doi: 10.1190/geo2016-0022.1
    Taylor S R. 2011. Statistical discriminants from two-dimensional grids of regional P/S spectral ratios[J]. Bull Seismol Soc Am,101(4):1584–1589. doi: 10.1785/0120100123
    Walter W R,Mayeda K M,Patton H J. 1995. Phase and spectral ratio discrimination between NTS earthquakes and explosions. Part I:Empirical observations[J]. Bull Seismol Soc Am,85(4):1050–1067.
    Zhao L F,Xie X B,Wang W M,Yao Z X. 2009. Regional seismic characteristics of the 9 October 2006 North Korean nuclear test[J]. Bull Seismol Soc Am,98(6):2571–2589.
    Zhao L F,Xie X B,Wang W M,Hao J L,Yao Z X. 2016. Seismological investigation of the 2016 January 6 North Korean underground nuclear test[J]. Geophys J Int,206(3):1487–1491. doi: 10.1093/gji/ggw239
    Zheng X F,Yao Z X,Liang J H,Zheng J. 2010. The role played and opportunities provided by IGP DMC of China National Seismic Network in Wenchuan earthquake disaster relief and researches[J]. Bull Seismol Soc Am,100(5B):2866–2872. doi: 10.1785/0120090257
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