Use of Principle Component Analysis to Evaluate the Effects of Agricultural Pollution on the Aquatic Habitats of Thrace Region: Macro and Micro Elements - Heavy Metals

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dc.authoridTokatlı, Cem/0000-0003-2080-7920
dc.authorwosidTokatlı, Cem/AAN-3814-2021
dc.contributor.authorTokatli, Cem
dc.contributor.authorAtilgan Helvacioglu, Ipek
dc.date.accessioned2024-06-12T11:00:34Z
dc.date.available2024-06-12T11:00:34Z
dc.date.issued2020
dc.departmentTrakya Üniversitesien_US
dc.description.abstractIn recent years, the use of statistical applications to assess the quality of aquatic ecosystems has increased. Principal Component Analysis (PCA) is a powerful multivariate statistical technique commonly used to assess environmental contamination. Ergene River Basin is the most important aquatic habitat of Thrace Region and is located in the north-western part of the Marmara Region of Turkey. The basin is intensively exposed to agricultural, domestic and industrial pollution. The aim of this study was to evaluate the macro and micro element accumulations (Li, Be, B, Na, Mg, Al, K, Ca, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Se, Sr, Mo, Cd, Sb, Ba, Tl, Pb) in water of the lotic (lakes) and lentic (reservoirs) components of the Ergene River Basin by using Pearson Correlation Index (PCI) and Principal Component Analysis (PCA). For this purpose, water samples were collected in the spring season of 2018 from a total of 36 stations selected on the basin and some micro and macro element accumulations were determined. According to the results of PCI, significant relationships were found between the investigated macro and microelements in p<0.05 and p<0.01 significance levels. According to the PCA results, four factors explained 87% of the total variance in terms of total percentage variances after rotation.en_US
dc.identifier.doi10.33462/jotaf.561653
dc.identifier.endpage148en_US
dc.identifier.issn1302-7050
dc.identifier.issn2146-5894
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85092483353en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage137en_US
dc.identifier.urihttps://doi.org/10.33462/jotaf.561653
dc.identifier.urihttps://hdl.handle.net/20.500.14551/20884
dc.identifier.volume17en_US
dc.identifier.wosWOS:000566801800003en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherUniv Namik Kemalen_US
dc.relation.ispartofJournal Of Tekirdag Agriculture Faculty-Tekirdag Ziraat Fakultesi Dergisien_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectErgene River Basinen_US
dc.subjectMacro - Micro Elementsen_US
dc.subjectPrinciple Component Anlaysisen_US
dc.subjectAgricultural Pollutionen_US
dc.subjectSurface-Water Qualityen_US
dc.subjectSediment Qualityen_US
dc.subjectGroundwater Qualityen_US
dc.subjectRiver-Basinen_US
dc.subjectMeric Riveren_US
dc.subjectStreamen_US
dc.subjectTurkeyen_US
dc.subjectAreaen_US
dc.subjectGisen_US
dc.titleUse of Principle Component Analysis to Evaluate the Effects of Agricultural Pollution on the Aquatic Habitats of Thrace Region: Macro and Micro Elements - Heavy Metalsen_US
dc.typeArticleen_US

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