Determination of Anatolian Plate’s tectonic block boundaries with clustering analysis using GNSS sites velocities

dc.contributor.authorŞafak Yaşar, Şeyma
dc.contributor.authorTiryakioğlu, İbrahim
dc.contributor.authorAktuğ, Bahadır
dc.contributor.authorErdoğan, Hediye
dc.contributor.authorÖzkaymak, Çağlar
dc.date.accessioned2025-07-17T06:23:54Z
dc.date.available2025-07-17T06:23:54Z
dc.date.issued2025
dc.departmentMühendislik Fakültesi
dc.description.abstractThe Anatolian Plate is an important tectonic structure containing different types of faults. In this study, block boundary studies were performed by clustering analysis using horizontal velocity data for 841 GNSS sites located on the Anatolian Plate. Four algorithms were used to determine the most appropriate cluster number. Cluster analysis was performed with K-means analysis. Different to other studies, the analysis included the location parameter for the GNSS sites in the cluster analysis. Generally block boundaries followed active fault zones and surface ruptures forming as a result of earthquakes. In this block study, 3 previously undocumented block boundaries were defined based on GNSS data. When all parameters are assessed in cluster analysis, the most appropriate cluster number was determined to be 9.
dc.identifier.doi10.1080/19475705.2024.2446588
dc.identifier.issn19475705
dc.identifier.issue1
dc.identifier.scopus85214415089
dc.identifier.urihttps://dx.doi.org/10.1080/19475705.2024.2446588
dc.identifier.urihttps://hdl.handle.net/20.500.12451/13338
dc.identifier.volume16
dc.identifier.wosWOS:001391470400001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakScopus
dc.indekslendigikaynakWeb of Science
dc.institutionauthorErdoğan, Hediye
dc.language.isoen
dc.publisherTaylor and Francis Ltd.
dc.relation.ispartofGeomatics, Natural Hazards and Risk
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBlock Boundaries
dc.subjectBlock Model
dc.subjectCluster Analysis
dc.subjectGeodetic Velocity Field
dc.titleDetermination of Anatolian Plate’s tectonic block boundaries with clustering analysis using GNSS sites velocities
dc.typeArticle

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