|本期目录/Table of Contents|

[1]陈婷婷,张 玲,蒋其峰,等.2022年5月山东青州地震序列自动处理结果分析与研究[J].地震研究,2025,(02):326-333.[doi:10.20015/j.cnki.ISSN1000-0666.2025.0034 ]
 CHEN Tingting,ZHANG Ling,JIANG Qifeng,et al.Analysis of the Automatically Processed Results of the Qingzhou Earthquake Sequence in Shandong in May 2022[J].Journal of Seismological Research,2025,(02):326-333.[doi:10.20015/j.cnki.ISSN1000-0666.2025.0034 ]
点击复制

2022年5月山东青州地震序列自动处理结果分析与研究(PDF/HTML)

《地震研究》[ISSN:1000-0666/CN:53-1062/P]

卷:
期数:
2025年02期
页码:
326-333
栏目:
出版日期:
2025-02-10

文章信息/Info

Title:
Analysis of the Automatically Processed Results of the Qingzhou Earthquake Sequence in Shandong in May 2022
作者:
陈婷婷1张 玲1蒋其峰12王 宇1张正帅1管贻亮1
(1.山东省地震局,山东 济南 250014; 2.山东省震灾风险防治中心,山东 济南 250021)
Author(s):
CHEN Tingting1ZHANG Ling1JIANG Qifeng12WANG Yu1ZHANG Zhengshuai1GUAN Yiliang1
(1.Shandong Earthquake Agency,Jinan 250014,Shandong,China)(2.Shandong Earthquake Disaster Prevention Center,Jinan 250021,Shandong,China)
关键词:
青州地震 深度学习 自动检测 RISP
Keywords:
the Qingzhou earthquake deep learning automatic detection RISP
分类号:
P315.7
DOI:
10.20015/j.cnki.ISSN1000-0666.2025.0034
摘要:
采用基于深度学习的实时智能地震处理系统(RISP)检测2022年5月1—14日山东青州地震序列,构建自动检测目录,评估RISP系统在山东的适用性。RISP系统检测的地震数量多于人工编目的地震数量,匹配率达90.14%; 其中系统多检测的地震事件都含有地震信号,漏检测的事件由于不满足系统自动检测的触发条件,没有自动处理结果。此系统的定位精度也与人工处理结果相当,在发震时刻、震中位置、震源深度等方面具有较好的一致性; 但自动检测目录的地震震级的人工目录测量震级略大。根据自动检测的地震序列分布和震源机制反演推测此次地震的发震断层为张店—仁河断裂。检测结果表明:RISP系统检测的微震、小震多,定位精度准确,分析速度快,且不依赖于个人经验,可提供更加完整的地震目录。
Abstract:
The real-time intelligent seismic processing system(RISP)based on deep learning monitored the May 1-14,2022,earthquake sequence in Qingzhou,Shandong Province,and identified more earthquakes than manual identification,boasting a 90.14% accuracy rate.The exceeding earthquakes identified by RISP system do have seismic signals.The undetected events do not meet the trigger conditions of RISP system and have no automatic processing results.The positioning accuracy of RISP system is equal to that of the manual results,and other seismic parameters like original time,epicenter position,focal depth,etc.are in consistent with the manual results.However,the magnitude given by RISP system is slightly larger than that of the manual results.Based on the distribution and the inverted source mechanisms of the Qingzhou earthquake sequence,the Zhangdian-Renhe fault is supposed to be the seismogenic fault of the Qingzhou earthquake sequence.RISP system is proved to be capable of detecting more micro- and small-earthquakes.It has high accuracy for earthquake location,it does rapid analysis of seismic phases,but it does not depend on manual experience.

参考文献/References:

晁洪太,王琦,李家灵,等.1997.山东省地震构造图、山东省新构造图及其说明书[M].济南:山东省地图出版社.
Chao H T,Wang Q,Li J L,et al.1997.Earthquake tectonic map of Shandong Province,new tectonic map of Shandong Province and manual[M].Jinan:Shandong Province Curtographic Publishing House.(in Chinese)
戴宗辉,李冬梅,王鹏,等.2022.2020年2月18日长清MS4.1地震发震构造研究[J].地震,42(1):111-121.
Dai Z H,Li D M,Wang P,et al.2022.Study on the seismotectonics of the MS4.1 Changqing earthquake on 18 February,2022[J].Earthquake,42(1):111-121.(in Chinese)
洪德全,王行舟,韩立波,等.2011.用CAP方法研究安庆MS4.8级地震震源机制[J].中国地震,27(2):207-214.
Hong D Q,Wang X Z,Han L B,et al.2011.Source mechanism of the 2011 MS4.8 Anqing earthquake determined from CAP method[J].Earthquake Research in China,27(2):207-214.(in Chinese)
李姣,姜金钟,杨晶琼.2020.2017年漾濞MS4.8和MS5.1地震序列的微震检测及重定位[J].地震学报,42(5):527-542.
Li J,Jiang J Z,Yang J Q.2020.Microseismic detection and relocation of the 2017 Yangbi MS4.8 and MS5.1 earthquake sequences,Yunnan[J].Acta Seismologica Sinica,42(5):527-542.(in Chinese)
廖诗荣,张红才,范莉苹,等.2021.实时智能地震处理系统研发及其在2021年云南漾濞地震MS6.4地震中的应用[J].地球物理学报,64(10):3632-3645.
Liao S R,Zhang H C,Fan L P,et al.2021.Development of real-time intelligent seismic processing system and its application in the 2021 Yunnan Yangbi MS6.4 earthquake[J].Chinese Journal of Geophysics,64(10):3632-3645(in Chinese).
刘媛,颜利君,廖诗荣,等.2022.实时智能地震处理系统在2020年四川石渠M5.6地震序列中的应用[J].地质论评,68(4):1375-1381.
Liu Y,Yan L J,Liao S R,et al.2022.Application of real-time intelligent seismic processing system in the 2020 M5.6 earthquake in Shiqu,Sichuan[J].Geological Review,68(4):1375-1381.(in Chinese)
王纪强,王冬雷,鹿子林,等.2020.双山—李家庄断裂地表破裂特征与最新活动性研究[J].地震,40(4):115-128.
Wang J Q,Wang D L,Lu Z L,et al.2020.The surface rupture characteristics and latest activities of the Shuangshan-Lijiazhuang Fault[J].Earthquake,40(4):115-128.(in Chinese)
王祖东,杨晓鹏,尹欣欣,等.2022.2022年1月8日青海门源MS6.9地震余震序列自动处理结果探讨[J].地震工程学报,44(2):408-414.
Wang Z D,Yang X P,Yin X X,et al.2022.Discussion on the automatic processing results of aftershock sequence of Menyuan,Qinghai MS6.9 earthquake on 8 January,2022[J].China Earthquake Engineering Journal,44(2):408-414.(in Chinese)
颜利君,刘媛,廖诗荣,等.2022.2022年6月10日四川马尔康地震序列实时智能检测结果分析与研究[J].地震工程学报,44(6):1450-1458.
Yan L J,Liu Y,Liao S R,et al.2022.Real time automatic detection results of the Maerkang,Sichuan earthquake sequence on June 10,2022[J].China Earthquake Engineering Journal,44(6):1450-1458.(in Chinese)
张演,姜金钟,王光明,等.2024.云南盐津地区两种地震序列的地震活动性分析[J].地震研究,47(2):178-190.
Zhang Y,Jiang J Z,Wang G M,et al.202.Analysis of the seismicity of two types of earthquake sequences in Yanjin,Yunnan[J].Journal of Seismological Research,47(2):178-190.(in Chinese)
Lomax A,Satriano C,Vassallo M.2012.Automatic picker developments and optimization:filter Picker-a robust,broadband picker for realtime seismic monitoring and earthquake early warning[J].Seismological Research Letters,83(3):531-540.
Ross Z E,Meier M A,Hauksson E,et al.2018.Generalized seismic phase detection with deep learning[J].Bulletin of the Seismological Society of America,108(5A):2894-2901.
Scafidi D,Spallarossa D,Ferretti G,et al.2019.A complete automatic procedure to compile reliable seismic catalogs and travel-time and strong-motion parameters datasets[J].Seismological Research Letters,90(3):1308-1317.
Spallarossa D,Cattaneo M,Scafidi D,et al.2020.An automatically generated high-resolution earthquake catalogue for the 2016-2017 Central Italy seismic sequence,including P and S phase arrival times[J].Geophysical Journal International,225:555-571.
Tamaribuchi K.2018.Evaluation of automatic hypocenter determination in thr JMA unified catalog[J].Earth Planets and Space,70(1):1-13.
Yeck W L,Patton J M,Johnson C E,et al.2019.GLASS3:A standalone multiscale seismic detection associator[J].Bulletin of the Seismological Society of America,109(4):1-10.
Zhu W Q,Beroza G C.2019.PhaseNet:a deep neural network based seismic arrival time picking method[J].Geophysical Journal International,216(1):261-273.

备注/Memo

备注/Memo:
收稿日期:2024-05-06.
基金项目:山东省地震局一般项目——实时智能地震处理系统在青州地震序列中的应用(YB2304).
第一作者简介:陈婷婷(1995-),助理工程师,主要从事地震预测预报分析工作.E-mail:tingtingchen1995@163.com.
通信作者简介:张 玲(1971-),高级工程师,主要从事地球物理分析预报工作.E-mail:zhanglingeq@163.com.
更新日期/Last Update: 2025-03-10