Classification of Annual Precipitations and Identification of Homogeneous Regions using K-Means Method

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dc.authoridFIRAT, MAHMUT/0000-0002-8010-9289
dc.authoridGÜNGÖR, Mahmud/0000-0001-8019-1430
dc.authoridDIKBAS, Fatih/0000-0001-5779-2801
dc.authoridKoc, Abdullah Cem/0000-0001-7553-1373
dc.authorwosidFIRAT, MAHMUT/ABG-7962-2020
dc.authorwosidGüngör, Mahmud/AAA-8524-2021
dc.authorwosidDİKBAŞ, Fatih/HJP-4307-2023
dc.authorwosidGÜNGÖR, Mahmud/AAB-3534-2020
dc.authorwosidKoç, Abdullah Cem/D-1451-2016
dc.contributor.authorFirat, Mahmut
dc.contributor.authorDikbas, Fatih
dc.contributor.authorKoc, Abdullah Cem
dc.contributor.authorGungor, Mahmud
dc.date.accessioned2024-08-04T20:57:23Z
dc.date.available2024-08-04T20:57:23Z
dc.date.issued2012
dc.departmentİnönü Üniversitesien_US
dc.description.abstractClassification of Annual Precipitations and Identification of Homogeneous Regions using K-Means Method Reliable and correct estimation of hydrological and meteorological processes is one of the major problems in regions with insufficient hydrologic information and data. The classification of the hydrological variables and determination of homogeneous regions are the most important steps of regional studies. The purpose of this study is to classify the annual total precipitation series and to identify the homogeneous regions by K-Means method. The K-means method, which is the simplest and most commonly used clustering method, divides a data set into clusters by minimizing the sum of the Euclidean distance between each feature vector and its closest cluster centre. The annual precipitation records and longitude, latitude and altitude values obtained of 188 stations operated by the National Meteorology Works (DMI) in Turkey were considered for clustering analysis. The number of clusters was determined as 7 by means of clustering analysis. Moreover, the regional homogeneity test was applied for testing the homogeneity of regions.en_US
dc.identifier.endpage6050en_US
dc.identifier.issn1300-3453
dc.identifier.issue3en_US
dc.identifier.startpage6037en_US
dc.identifier.urihttps://hdl.handle.net/11616/102585
dc.identifier.volume23en_US
dc.identifier.wosWOS:000306730200004en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isotren_US
dc.publisherTurkish Chamber Civil Engineersen_US
dc.relation.ispartofTeknik Dergien_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectclusteringen_US
dc.subjectk-means methoden_US
dc.subjectannual precipitationen_US
dc.subjecthomogeneity testen_US
dc.titleClassification of Annual Precipitations and Identification of Homogeneous Regions using K-Means Methoden_US
dc.typeArticleen_US

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