Cilt 16, Sayı 3, Sayfalar 0 - 0 2016-06-11

Assessment of Water Quality Parameters on Uzuncayır Dam Lake Using Principal Component and Cluster Analysis

Banu KUTLU [1] , Azime KÜÇÜKGÜL [2] , Osman SERDAR [3] , Rahmi AYDIN [4] , Durali DANABAŞ [5]

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This study was carried out to monitor water quality in Uzunçayır Dam Lake from May 2013 to March 2014 based on monthly sample monitoring from ten stations. Temperature, dissolved oxygen, pH, biological oxygen demand (BOD), electrical conductivity, total dissolved solids, total hardness, total alkalinity, specific conductance, calcium (Ca), magnesium (Mg),  orthophosphate-phosphorus (PO4-P), ammonium (NH4),  nitrate (NO3), nitrite (NO2), chlorophyll a (Chl-a) parameters were investigated during study. Data obtained were evaluated by using multivariate statistical analysis, cluster analysis, principal component analysis and factor analysis. Uzunçayır Dam Lake is defined as a hard water lake because of the high pH and high electrical conductivity and total solids content as the result of the high content of dissolved anions and cations.

Principal components (PCA) analysis revealed in two different clusters to the similarities among the stations reflected different physico-chemical properties and the level of pollution in Uzunçayır Dam Lake. Three potential factors were determined explaining 100% of the total variation of the data. In component 1, 17.7 % of all variation had Mg, NH4 and NO2. According to the component 2 and 3 the results showed that 34.95 % of all variation stem from agricultural drainage and nutrient, from physical parameters of 68.2 %.  In analyses of cluster, one group (10 station) was found to affect directly the activities of domestic and agricultural land.

Based on the Surface Water Quality Management (A and B group), it was concluded that Uzunçayır Dam Lake had high quality and slightly contaminated and the appropriate structure for many activities such as agricultural irrigation, drinking water supply, trout and other fish production. 

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Konular
Dergi Bölümü Araştırma Makalesi
Yazarlar

Yazar: Banu KUTLU
E-posta: kutlubanu@gmail.com

Yazar: Azime KÜÇÜKGÜL
E-posta: akucukgul@tunceli.edu.tr

Yazar: Osman SERDAR
E-posta: oserdar@tuncceli.edu.tr

Yazar: Rahmi AYDIN
E-posta: raydin@tunceli.edu.tr

Yazar: Durali DANABAŞ
E-posta: ddananbas@tunceli.edu.tr

Bibtex @ { yunusae263533, journal = {Yunus Araştırma Bülteni}, issn = {1303-4456}, address = {Su Ürünleri Merkez Araştırma Enstitüsü}, year = {2016}, volume = {16}, pages = {0 - 0}, doi = {10.17693/yunus.83387}, title = {Assessment of Water Quality Parameters on Uzuncayır Dam Lake Using Principal Component and Cluster Analysis}, language = {en}, key = {cite}, author = {AYDIN, Rahmi and SERDAR, Osman and DANABAŞ, Durali and KUTLU, Banu and KÜÇÜKGÜL, Azime} }
APA KUTLU, B , KÜÇÜKGÜL, A , SERDAR, O , AYDIN, R , DANABAŞ, D . (2016). Assessment of Water Quality Parameters on Uzuncayır Dam Lake Using Principal Component and Cluster Analysis. Yunus Araştırma Bülteni, 16 (3), 0-0. DOI: 10.17693/yunus.83387
MLA KUTLU, B , KÜÇÜKGÜL, A , SERDAR, O , AYDIN, R , DANABAŞ, D . "Assessment of Water Quality Parameters on Uzuncayır Dam Lake Using Principal Component and Cluster Analysis". Yunus Araştırma Bülteni 16 (2016): 0-0 <http://dergipark.gov.tr/yunusae/issue/24973/263533>
Chicago KUTLU, B , KÜÇÜKGÜL, A , SERDAR, O , AYDIN, R , DANABAŞ, D . "Assessment of Water Quality Parameters on Uzuncayır Dam Lake Using Principal Component and Cluster Analysis". Yunus Araştırma Bülteni 16 (2016): 0-0
RIS TY - JOUR T1 - Assessment of Water Quality Parameters on Uzuncayır Dam Lake Using Principal Component and Cluster Analysis AU - Banu KUTLU , Azime KÜÇÜKGÜL , Osman SERDAR , Rahmi AYDIN , Durali DANABAŞ Y1 - 2016 PY - 2016 N1 - doi: 10.17693/yunus.83387 DO - 10.17693/yunus.83387 T2 - Yunus Araştırma Bülteni JF - Journal JO - JOR SP - 0 EP - 0 VL - 16 IS - 3 SN - 1303-4456-2149-1828 M3 - doi: 10.17693/yunus.83387 UR - http://dx.doi.org/10.17693/yunus.83387 Y2 - 2017 ER -
EndNote %0 Yunus Araştırma Bülteni Assessment of Water Quality Parameters on Uzuncayır Dam Lake Using Principal Component and Cluster Analysis %A Banu KUTLU , Azime KÜÇÜKGÜL , Osman SERDAR , Rahmi AYDIN , Durali DANABAŞ %T Assessment of Water Quality Parameters on Uzuncayır Dam Lake Using Principal Component and Cluster Analysis %D 2016 %J Yunus Araştırma Bülteni %P 1303-4456-2149-1828 %V 16 %N 3 %R doi: 10.17693/yunus.83387 %U 10.17693/yunus.83387