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用小波包识别地震和矿震 总被引:6,自引:0,他引:6
在能检测到天然地震和矿震的区域,这两类地震的快速识别无论对于区域台网和矿区台网都具有现实意义。这两类震动都是非稳态信号,用传统的Fourier变换不能提取出信号的特征信息,小波包分析方法却能很好提取出信号的特征信息。本文提供了一种基于非参数识别算法,即把信号变换到频域,然后再用奇异值分解作为统计工具,提取出信号的特征信息,作为识别天然地震和矿震的识别因子。以辽宁抚顺2001年1月1日到2003年6月30的18个矿震和16个天然地震,以及北京门头沟2001年1月1日到2002年12月31日的15个矿震和14个天然地震为样本,提取出识别因子。最后,用其它的天然地震和矿震资料检验了识别因子的识别率。 相似文献
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山东枣庄市峄城区吴林东矿矿震的调查 总被引:2,自引:0,他引:2
对山东遥测地震台网记录的2002年5月20日山东枣庄峄城ML3.6矿震的波形进行了分析处理,得出测震学测定天然地震震中的方法不完全适用矿震震中测定的结论,认为,应对矿震的波形特征,发生机理等问题进行深入的研究;应加强矿震的预报工作。 相似文献
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张思萌 《地震地磁观测与研究》2021,42(6):82-88
对2009—2020年鹤岗地震台记录的鹤岗地区2.0≤ML≤3.0天然地震、爆破以及矿震进行对比分析,发现天然地震、爆破和矿震在波形上具有相似性,但均具有独特的震相特征.在此基础上,对波形进行频谱和小波变换分析,进一步识别天然地震、爆破及矿震,发现:天然地震事件的频域相对较宽且频率较高,能量不集中,成分也较为复杂,面波... 相似文献
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紫坪铺水库蓄水前天然地震活动 总被引:8,自引:0,他引:8
紫坪铺水库位于龙门山断裂带。了解和掌握水库蓄水前库坝区及其周围天然地震活动背景水平,可对水库诱发地震的危险性进行前期评价,可为蓄水后的诱发地震活动监测提供可靠的鉴别依据。紫坪铺水库地震台网在水库蓄水前运行逾1年,本文用这批资料提供表征库区及附近和库坝区蓄水前天然地震活动水平确切实用的各项指标。用全国和四川台网地震资料,给出含库区的较大区域地震活动背景和对库区的影响。 相似文献
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宁夏回族自治区及周边天然地震和非天然地震频发,精确快速识别天然和非天然地震有利于震后应急响应、科学研究、赈灾救援等工作。基于AlexNet卷积神经网络模型,选取宁夏境内及周边130个地震事件(天然地震80个、非天然地震50个),对其进行了单个台站波形记录地震事件的训练和多个台站波形记录地震事件的测试,并将模型结果与宁夏测震台网人工编目结果进行比对,结果表明单个台站波形记录地震事件的训练结果中,AlexNet卷积神经网络模型对宁夏天然地震和非天然地震的正确识别率为99%;多个台站波形记录地震事件的测试结果中,此模型对宁夏天然地震和非天然地震的正确识别率为97.01%。AlexNet卷积神经网络模型作为人工智能领域的成熟技术之一,可以很好的运用于宁夏天然地震和非天然地震的识别工作之中。 相似文献
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采用FSS-3DBH型井下地震计,测量山东省邹城市区域发生的矿震、爆破和天然地震相关事件信息,通过波形分析与波谱分析,对比研究不同类型地震事件特征.结果表明,该区域发生的矿震、爆破和天然地震的波形、幅值及频率等特征指标存在明显差异.通过实时监测该区域地震事件和进行相关的特征分析,可以为研究区域地震的基本规律提供客观数据和科学依据. 相似文献
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在全国统一编目数据中截取2017—2019年辽宁抚顺矿震事件波形作为模板,运用微震模板匹配定位方法(M&L)检索并定位遗漏的微矿震事件,筛选得到291条微矿震遗漏事件.从模板事件波形、频谱特征和b值属性进行分析,认为遗漏事件与模板事件波形相关性较强,且矿震事件短周期面波发育、面波周期长、低频成分集中,b值比研究区域天然... 相似文献
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介绍对瀑布沟水库用加卸载响应比和波速比监测预测水库诱发地震的实践过程,通过课题以往的预测和对应其后期实际发生的地震来分析,结果显示:地震频度库水加卸载响应比Yn和Cr值、库水下方地震波速比这两种方法都可以作为监测预测水库诱发地震的新方法。 相似文献
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According to information from on-the-spot investigations, the tectonics of salt mining areas and digital seismic records, we studied the activity of earthquakes induced by water pumping in and out of the salt mines in Shuanghe town, Changning county, Sichuan Province. The study found that the rates of water injection and extraction in the Shuanghe salt mining region were evenly matched before April 2006 and earthquake activity was stable. On the other hand, shallow small and moderate earthquake numbers increased sharply after the water injection rate became much larger than the water extraction rate. Large injection over a long time may causes the permeation of water through pre-existing small fractures and micro-cracks in the Changning anticlinal and accelerate the rupture of micro tectonic formations in nearby regions, inducing small earthquake swarm activity. The Q value calculated by using digital earthquake records indicates a relatively inhomogeneous medium in this area. The results of the accurate location of small earthquakes show that sources are relatively shallow and are concentrated at a depth of 2km to 3km. Focal mechanism solutions reveal a normal dip-slip character of shallow earthquakes. All of these show certain characteristics of earthquake activity induced by water injection. 相似文献
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利用紫坪铺水库2004~2007年记录的实际地震数据,通过比较多种滤波方法,发展出一种既能有效滤除地震数据中本底噪音、又对有效信号损伤较小的比值滤波方法。对去噪后的水库诱发地震和构造地震数据,利用小波变换方法,分别进行时频分析获得两类地震的时频谱,并提取可以反映地震发生前后能量分布和聚集情况的时频属性,最后根据各个属性的响应效果,组合得到新的属性。将时频谱与时频属性相结合,总结归纳紫坪铺水库诱发地震与构造地震波谱时频特征的差异性,为地震监测分析提供基础依据。 相似文献
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Based on the digital seismic waveform data observed from regional and reservoir seismic networks,the seismicity and source parameters in the Zipingpu reservoir area from January 1,2000 to May 11,2008 before the Wenchuan MS8.0 earthquake are studied. The analysis shows a continuous activity of small earthquakes before the Wenchuan MS8. 0 earthquake. The level of seismic activity was from ML2.0 to ML3.0 in recent years. The impoundment of Zipingpu reservoir started in September 2005 and the obvious increment of seismic activities occurred in February 2008,but according to the analysis of the longer time series,the frequency and intensity of seismic activities do not exceed its range,which means it is still a fluctuation of regional seismic activities or tectonic activity. At the same time,we also studied the spatio-temporal distribution and the change of apparent stress difference in the source region before the great earthquake,and the results show that the apparent stress values of small earthquakes are generally higher than fitted values of apparent stress in the reservoir area in the nearly three months before the Wenchuan MS8.0 earthquake. It can be seen from the spatial distribution of apparent stress difference,that the epicenter of the earthquake is located at a low stress distribution area,and the relatively high apparent stress difference is at the east of the epicenter. Apparent stress increment occurred in local areas. 相似文献
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Ma Wentao~ Xu Changpeng~ Yuan Jingli~ Li Hai’ou~ Xu Xiwei~ Zhang Xindong~ Zhang Lanfeng~ 《中国地震研究》2011,25(3):273-285
In accordance with the requirements of the National Key Technology R&D Program of the 11th "Five-year Plan",a densified seismic network consisting of 26 seismic stations was established at the Three Gorges Reservoir area in the section of Hubei Province in March 2009(21 short-period seismographs,5 broadband digital seismographs).From March to December,2009,a total of 2,995 ML-0.8~2.9 earthquakes were detected during the trial impounding of the Three Gorges Reservoir(water level rose from 145 m to 172.8m).Using the double difference earthquake location algorithm,2,837 earthquakes were precisely re-located.The results show that the pattern of small local earthquake swarms in the Three Gorges Reservoir area took on a linear distribution or mass-like cluster distribution,the mass-like clusters of events were generally within a distance of 5 km from waterfront,and the linear distribution of the earthquakes could be extended to a distance of 16 km away from the waterfront.In the Hubei section of the Three Gorges Reservoir,earthquakes were mainly concentrated in the northern end of the Xiannvshan and Jiuwanxi faults near the Xiangxihe River,and along the banks of the Yangtze River at the west of Xietan township and the Shenlongxi area on the northern bank in the Badong region,with focal depths less than 10km,and 4km in average.Earthquake frequency in the reservoir region had a positive correlation with reservoir water level fluctuations,indicating that the seismicity belongs to reservoir induced earthquakes.Along the Shenlong River in the reservoir area,earthquakes showed three linear distributions in the northern Badong county,and distributed according to Karst distribution.There are underground rivers in the carbonate strata.When the reservoir was impounded,water permeated into the underground rivers,thus inducing earthquakes.Earthquakes in the areas on the cross-river segment of Xiannvshan fault,the Jiuwanxi fault and at the areas west of Xietan,Shazhen and Xizhen,may be related to the softening of discontinuities,such as the Nukou fault,the Xiannvshan fault,or the bedding joints,which would lead to failure of rock masses,thus,inducing earthquakes.However,convincing conclusions about the triggering mechanism still need further study.Additionally,near the areas south of Wenhua and Yanglin of Zigui county and at Rangkou town east of Badong county,mining-induced earthquakes occurred at the mines nearby,and on the shores of the reservoir are some collapse earthquakes. 相似文献