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基于改进的希尔伯特-黄变换的地震强震动特征提取
引用本文:(郭亚茹,丰继华,杨黎薇,钟玉盛.基于改进的希尔伯特-黄变换的地震强震动特征提取[J].世界地震工程,2023,39(2):138-147.
作者姓名:(郭亚茹  丰继华  杨黎薇  钟玉盛
作者单位:1. 云南省地震局, 昆明 650224; 2. 云南民族大学,昆明 650031
摘    要:2021年5月21日漾濞Ms6.4地震是云南近10 a以来继Ms6.5鲁甸地震和Ms6.6景谷地震后发生的又一次破坏性浅源地震,其震中位于滇西北地区维西-乔后断裂带附近。震源机制结果显示:此次地震属于走滑型破裂,符合区域构造特征。为进一步研究该地震强震动特征,特引入改进后的希尔伯特-黄变换(HHT),以不同角度客观分析强震动的尺度和频域特征。研究结果表明:希尔伯特-黄变换在对实际地震动记录进行特征提取后,得到的边际谱和时频谱可在一定程度上保留原始数据的主要信息,该方法可为类似破坏性浅源地震的强震动特征分析提供更有效的信息参数,保证了信号分解的稳定性,更适于处理非平稳信号,可为现代信号应用分析于强震动特征提供另一种新思路。

关 键 词:加速度记录  时频特性  希尔伯特-黄变换(HHT)  漾濞地震  强震动数据

Feature extraction of strong ground motion based on improved Hilbert-Huang Transform
(GUO Yaru,FENG Jihua,YANG Liwei,ZHONG Yusheng.Feature extraction of strong ground motion based on improved Hilbert-Huang Transform[J].World Information On Earthquake Engineering,2023,39(2):138-147.
Authors:(GUO Yaru  FENG Jihua  YANG Liwei  ZHONG Yusheng
Affiliation:1. Yunnan Provincial Seismological Bureau, Kunming 650224, China; 2. Yunnan University for Nationalities, Kunming 650031, China
Abstract:The Yangbi Ms6.4 earthquake on May 21, 2021 is another destructive shallow earthquake that occurred in Yunnan after the Ms6.5 Ludian earthquake and the Ms6.6 Jinggu earthquake in the past 10 years. Its epicenter was located near the Weixi-Qiaohou fault zone in northwestern Yunnan. The results of the focal mechanism show that the earthquake belongs to a strike-slip type rupture, which is in line with the regional tectonic characteristics. In order to further study the characteristics of the strong ground motion, an improved Hilbert-Huang transform(HHT)was introduced to objectively analyze the scale and frequency domain characteristics of the strong ground motion from different perspectives. The research results show that the marginal spectrum and the time-spectrum obtained by the Hilbert-Huang transform can retain the main information of the original data to a certain extent after the feature extraction of the actual ground motion records, and this method can be used for similar destructive shallow sources. The analysis of strong ground motion characteristics provides more effective information parameters, ensures the stability of signal decomposition. The analysis of strong ground motion characteristics is more suitable for processing non-stationary signals, and provides another new idea for modern signal application analysis to strong ground motion characteristics.
Keywords:acceleration record  time-frequency characteristic  Hilbert-Huang Transform(HHT)  Yangbi earthquake  strong ground motion data
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