{"title":"Review of Survey activities 2011: Testing of an automatic earthquake detection method on data from Station Nord, Greenland","authors":"N. Karamzadeh, P. Voss, G. D. Javan","doi":"10.34194/geusb.v26.4767","DOIUrl":null,"url":null,"abstract":"Earthquakes are continuously monitored by a global network of several thousand seismic stations equipped with highly sensitive digital seismometers. The Geological Survey of Denmark and Greenland (GEUS) takes part in it by operating five seismic stations in Denmark and 18 in Greenland, some of the latter in collaboration with international partners. There are two main ways of detecting earthquakes from digital recordings of seismometers: (1) by a manual review of the data by an expert in processing seismic earthquake signals and (2) by an automatic method that uses a computerised algorithm to analyse the recordings. Since the beginning of earthquake recording, earthquake detection at GEUS has been based on the manual review method. There are several reasons why an automatic detection procedure has not yet been implemented at GEUS: (1) historically, the staff at GEUS have conducted high-quality manual detection of earthquakes, based on a long tradition of manual seismogram analysis (Lehmann 1954), (2) the ambient noise level in Denmark is generally too high for small local earthquakes to be detected automatically and (3) in Greenland, the distance between the seismometers is too long for automatic methods. Previous tests on GEUS data showed that automatic detection using the so-called standard method resulted in a very high number of false detections, and the effort needed to distinguish real earthquake signals from noise signals was much greater than that needed in the manual method. In addition, the automatic method detected fewer earthquakes than the manual analysis. Therefore, new automatic methods are needed to extract real earthquake signals from the background noise. In this article, we present results from testing a newly developed automatic detection method based on analysis of the frequency content of seismic signals. The aim of the study was to investigate whether the automated method can be used in Greenland or whether the manual procedure is still superior. The new method was tested on seismic data from Station Nord, which was selected because it is located in a region with many earthquakes, and because there are no nearby seismograph stations to support the measurements. The closest station is located at Danmarkshavn c. 540 km to the south. Therefore, the majority of earthquakes that occur in this region are only registered at Station Nord. Earthquakes in the Station Nord region Station Nord is located in eastern North Greenland, in a region where a major tectonic factor is the spreading that occurs along the rift zones in the northern North Atlantic and the Arctic Ocean (Døssing et al. 2010), and which gives rise to high seismic activity (Fig. 1). Another tectonic factor is postglacial isostatic rebound that was the source of three major earthquakes in 1971, 1987 and 1993 (Chung 2002), with magnitudes of 5.1, 5.5 and 5.4 on the Richter scale. Apart from the seismicity observed at the rift zone, most of the earthquakes in the region occur to the south and west of Station Nord (Fig. 1; Gregersen 1982). The earthquake hazard in the region is low, but represents the highest in Greenland (Voss et al. 2007). The hazard was illustrated by a strong tremor felt at Station Nord on 30 August 2005, caused by a magnitude 4.2 earthquake with an epicentre only 20 km away.","PeriodicalId":49199,"journal":{"name":"Geological Survey of Denmark and Greenland Bulletin","volume":"162 4","pages":"77-80"},"PeriodicalIF":0.0000,"publicationDate":"2012-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Geological Survey of Denmark and Greenland Bulletin","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.34194/geusb.v26.4767","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Earth and Planetary Sciences","Score":null,"Total":0}
引用次数: 0
Abstract
Earthquakes are continuously monitored by a global network of several thousand seismic stations equipped with highly sensitive digital seismometers. The Geological Survey of Denmark and Greenland (GEUS) takes part in it by operating five seismic stations in Denmark and 18 in Greenland, some of the latter in collaboration with international partners. There are two main ways of detecting earthquakes from digital recordings of seismometers: (1) by a manual review of the data by an expert in processing seismic earthquake signals and (2) by an automatic method that uses a computerised algorithm to analyse the recordings. Since the beginning of earthquake recording, earthquake detection at GEUS has been based on the manual review method. There are several reasons why an automatic detection procedure has not yet been implemented at GEUS: (1) historically, the staff at GEUS have conducted high-quality manual detection of earthquakes, based on a long tradition of manual seismogram analysis (Lehmann 1954), (2) the ambient noise level in Denmark is generally too high for small local earthquakes to be detected automatically and (3) in Greenland, the distance between the seismometers is too long for automatic methods. Previous tests on GEUS data showed that automatic detection using the so-called standard method resulted in a very high number of false detections, and the effort needed to distinguish real earthquake signals from noise signals was much greater than that needed in the manual method. In addition, the automatic method detected fewer earthquakes than the manual analysis. Therefore, new automatic methods are needed to extract real earthquake signals from the background noise. In this article, we present results from testing a newly developed automatic detection method based on analysis of the frequency content of seismic signals. The aim of the study was to investigate whether the automated method can be used in Greenland or whether the manual procedure is still superior. The new method was tested on seismic data from Station Nord, which was selected because it is located in a region with many earthquakes, and because there are no nearby seismograph stations to support the measurements. The closest station is located at Danmarkshavn c. 540 km to the south. Therefore, the majority of earthquakes that occur in this region are only registered at Station Nord. Earthquakes in the Station Nord region Station Nord is located in eastern North Greenland, in a region where a major tectonic factor is the spreading that occurs along the rift zones in the northern North Atlantic and the Arctic Ocean (Døssing et al. 2010), and which gives rise to high seismic activity (Fig. 1). Another tectonic factor is postglacial isostatic rebound that was the source of three major earthquakes in 1971, 1987 and 1993 (Chung 2002), with magnitudes of 5.1, 5.5 and 5.4 on the Richter scale. Apart from the seismicity observed at the rift zone, most of the earthquakes in the region occur to the south and west of Station Nord (Fig. 1; Gregersen 1982). The earthquake hazard in the region is low, but represents the highest in Greenland (Voss et al. 2007). The hazard was illustrated by a strong tremor felt at Station Nord on 30 August 2005, caused by a magnitude 4.2 earthquake with an epicentre only 20 km away.
由数千个地震台站组成的全球网络配备了高灵敏度的数字地震检波器,对地震进行持续监测。丹麦和格陵兰地质调查局(GEUS)参与其中,在丹麦经营5个地震台站,在格陵兰经营18个地震台站,其中一些台站是与国际伙伴合作建立的。从地震仪的数字记录中探测地震主要有两种方法:(1)由处理地震信号的专家对数据进行人工审查;(2)采用计算机化算法分析记录的自动方法。自有地震记录以来,GEUS的地震探测一直是基于人工复核方法。GEUS尚未实施自动检测程序有几个原因:(1)历史上,GEUS的工作人员已经进行了高质量的人工地震检测,基于人工地震记录分析的悠久传统(Lehmann 1954);(2)丹麦的环境噪声水平通常太高,无法自动检测到小型局部地震;(3)在格陵兰岛,地震仪之间的距离太长,无法使用自动方法。以前对GEUS数据的测试表明,使用所谓的标准方法进行自动检测会导致非常高的误检率,并且区分真实地震信号和噪声信号所需的工作量远远大于手动方法所需的工作量。此外,自动方法检测到的地震比人工分析少。因此,需要新的自动方法从背景噪声中提取真实地震信号。本文介绍了一种基于地震信号频率含量分析的自动检测方法的测试结果。这项研究的目的是调查自动化方法是否可以在格陵兰岛使用,或者人工程序是否仍然优越。新方法在北站的地震数据上进行了测试,选择北站是因为它位于地震多发地区,而且附近没有地震仪站来支持测量。最近的车站位于Danmarkshavn,向南约540公里。因此,这个地区发生的大多数地震只在北站记录。北站位于北格陵兰岛东部,该地区的主要构造因素是北大西洋北部和北冰洋裂谷带的扩张(d ø sing et al. 2010),这导致了高地震活动(图1)。另一个构造因素是冰川后均衡反弹,这是1971年、1987年和1993年三次大地震的来源(Chung 2002),震级为5.1级。里氏5.5和5.4级。除了裂谷带观测到的地震活动外,该地区大部分地震发生在北站以南和以西(图1;葛瑞格森1982)。该地区的地震危险性较低,但在格陵兰岛是最高的(Voss et al. 2007)。2005年8月30日,北站发生了震感强烈的地震,震级为4.2级,震中距北站仅20公里。
期刊介绍:
GEUS Bulletin publishes geoscience research papers, monographs and map descriptions with a focus on Denmark, Greenland and the wider North Atlantic and Arctic region. We welcome submissions that fit this remit. Specifically, we publish:
1.Short articles intended as rapid communications that are of immediate interest to the international geoscience community (these include new research, datasets, methods or reviews)
2.Regular-length articles that document new research or a review of a topic of interest
3.Monographs (single volume works, by arrangement with the editorial office)
4.Maps and descriptive texts (produced by GEUS for Greenland and Denmark, by arrangement with the editorial office)
GEUS Bulletin serves a broad geoscientific readership from research, industry, government agencies, NGOs and special interest groups.