利用聚类分析对土耳其地震进行调查

Ahmet Murat Şen, Zeki Yildiz
{"title":"利用聚类分析对土耳其地震进行调查","authors":"Ahmet Murat Şen, Zeki Yildiz","doi":"10.18466/cbayarfbe.1416472","DOIUrl":null,"url":null,"abstract":"In this study, earthquakes with a magnitude of 3 and above between 35-42 North latitudes and 26-45 East longitudes in and around Turkey between 1980 and 2022 were considered. In this study Turkey and its immediate surroundings were divided into 114 unit squares with latitude and longitude circles in order to reveal the similarities in terms of seismicity. It has been applied a cluster analysis by considering the similarities and hence the dissimilarities for the earthquakes occurring in the unit squares in terms of their magnitudes and depths. Since the sample size was high and the analysis included continuous variables, the earthquake data were grouped into 5 clusters using the non-hierarchical clustering method and the relationships within and between the groups were observed.","PeriodicalId":9653,"journal":{"name":"Celal Bayar Üniversitesi Fen Bilimleri Dergisi","volume":" 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Investigation of Earthquakes in Turkey with Cluster Analysis\",\"authors\":\"Ahmet Murat Şen, Zeki Yildiz\",\"doi\":\"10.18466/cbayarfbe.1416472\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this study, earthquakes with a magnitude of 3 and above between 35-42 North latitudes and 26-45 East longitudes in and around Turkey between 1980 and 2022 were considered. In this study Turkey and its immediate surroundings were divided into 114 unit squares with latitude and longitude circles in order to reveal the similarities in terms of seismicity. It has been applied a cluster analysis by considering the similarities and hence the dissimilarities for the earthquakes occurring in the unit squares in terms of their magnitudes and depths. Since the sample size was high and the analysis included continuous variables, the earthquake data were grouped into 5 clusters using the non-hierarchical clustering method and the relationships within and between the groups were observed.\",\"PeriodicalId\":9653,\"journal\":{\"name\":\"Celal Bayar Üniversitesi Fen Bilimleri Dergisi\",\"volume\":\" 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-03-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Celal Bayar Üniversitesi Fen Bilimleri Dergisi\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.18466/cbayarfbe.1416472\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Celal Bayar Üniversitesi Fen Bilimleri Dergisi","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18466/cbayarfbe.1416472","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

在这项研究中,考虑了 1980 年至 2022 年期间土耳其及其周边地区北纬 35-42 度和东经 26-45 度之间发生的震级为 3 级及以上的地震。在这项研究中,土耳其及其周边地区被划分为 114 个单位方格,并以经纬度为圆心,以揭示地震的相似性。研究采用了聚类分析方法,考虑了单位方格内发生的地震在震级和震源深度方面的相似性和不相似性。由于样本数量较多,且分析包括连续变量,因此使用非层次聚类方法将地震数据分为 5 个群组,并观察群组内部和群组之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Investigation of Earthquakes in Turkey with Cluster Analysis
In this study, earthquakes with a magnitude of 3 and above between 35-42 North latitudes and 26-45 East longitudes in and around Turkey between 1980 and 2022 were considered. In this study Turkey and its immediate surroundings were divided into 114 unit squares with latitude and longitude circles in order to reveal the similarities in terms of seismicity. It has been applied a cluster analysis by considering the similarities and hence the dissimilarities for the earthquakes occurring in the unit squares in terms of their magnitudes and depths. Since the sample size was high and the analysis included continuous variables, the earthquake data were grouped into 5 clusters using the non-hierarchical clustering method and the relationships within and between the groups were observed.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Rhodamine B Hazardous Dye Removal via Adsorption Using Hg(II) Coordination Polymer Comparative Anatomy, Pollen and Seed Morphology of Two Verbascum Varieties (Scrophulariaceae) and Their Taxonomic Significance Investigation of Earthquakes in Turkey with Cluster Analysis Deep Rolling of Al6061-T6 Material and Performance Evaluation with New Type Designed WNMG Formed Rolling Tool Electrical Characteristics of Cadmium Sulfide/4-Amino-2-Methyl-Quinoline Heterojunction Structure
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1