Clustering of Precipitation in the Black Sea Region with by Fuzzy C-Means and Silhouette Index Analysis

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dc.contributor.authorKır, Gürkan
dc.contributor.authorÜlke, Aslı
dc.contributor.authorZeybekoğlu, Utku
dc.date.accessioned2025-03-23T19:09:10Z
dc.date.available2025-03-23T19:09:10Z
dc.date.issued2023
dc.departmentSinop Üniversitesi
dc.description.abstractIn recent years, there has been a noticeable increase in the number of disasters caused by the effects of global climate change. In this context, various studies are carried out in our country and in the world in order to reduce the effects of climate change. The classification of regions affected by climate change into similar classes in terms of climate parameters is important in terms of applying similar methods in studies to be carried out in these regions. Thus, a correct strategy will be determined in the studies to be carried out in order to reduce the effects of climate change. The observation records evaluated within the scope of the study were used from 31 stations in the Black Sea Region of the Turkish State Meteorological Service, covering the period between 1982 and 2020. Cluster analysis was carried out using the Fuzzy C-Means. As a result of the study, the optimum cluster among the clusters formed by Fuzzy C-Means was determined by Silhouette index analysis. The optimal number of clusters is suggested as 4.
dc.identifier.doi10.34248/bsengineering.1296734
dc.identifier.endpage218
dc.identifier.issn2619-8991
dc.identifier.issue3
dc.identifier.startpage210
dc.identifier.trdizinid1192303
dc.identifier.urihttps://doi.org/10.34248/bsengineering.1296734
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1192303
dc.identifier.urihttps://hdl.handle.net/11486/3304
dc.identifier.volume6
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofBlack Sea Journal of Engineering and Science
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_TR_20250323
dc.subjectMatematik
dc.subjectÇevre Bilimleri
dc.subjectMeteoroloji ve Atmosferik Bilimler
dc.subjectİstatistik ve Olasılık
dc.titleClustering of Precipitation in the Black Sea Region with by Fuzzy C-Means and Silhouette Index Analysis
dc.typeArticle

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