Year 2018, Volume 39, Issue 1, Pages 23 - 33 2018-03-16

Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey)
Dilovası (Kocaeli/Türkiye) Bölgesinden Alınan Yüzey Topraklarındaki Ağır Metal İçeriklerinin Kemometrik Değerlendirilmesi

Deniz BİNGÖL [1] , Seda KARAYÜNLÜ BOZBAŞ [2] , Ümit AY [3] , Nevin UZGÖREN [4]

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Chemometric methods were used to assess the contamination of heavy metals (As, Cd, Co, Cr, Cu, Hg, Mn, Ni, Pb and Zn) and to classify the contents of heavy metals of surface soil samples taken from 10 locations in Dilovasi region. The data were subjected to chemometric assessment to determine the relationship among the heavy metals and to classify the soil samples. The heavy metals were detected using inductively coupled plasma-mass spectrometry (ICP-MS). Analytical data were analyzed using correlation analysis, principle component analysis (PCA) and cluster analysis (CA) to assess whether there is an association among heavy metals in soil samples. The soil samples were separated into 4 groups by a group very similar to both PCA and CA. PCA and CA techniques have proven to be useful approaches for soil characterization in terms of their heavy metal contents.

Kemometrik yöntemler, Dilovası bölgesindeki 10 lokasyondan alınan yüzey toprak numunelerinin ağır metal (As, Cd, Co, Cr, Cu, Hg, Mn, Ni, Pb ve Zn) kirliliğini değerlendirmek ve ağır metal içeriğini sınıflandırmak için kullanıldı. Veriler, ağır metaller arasındaki ilişkiyi anlamak ve toprak numuneleri sınıflandırmak için kemometrik değerlendirmeye tabi tutuldu. Toprak numunelerindeki ağır metaller, indüktif eşleşmiş plazma-kütle spektrometresi (ICP-MS) kullanılarak belirlendi. Toprak numunelerinden elde edilen analitik veriler, toprak örneklerinde ağır metaller arasında herhangi bir ilişki olup olmadığını değerlendirmek için korelasyon analizi, temel bileşen analizi (PCA) ve kümeleme analizi (CA) kullanılarak sınıflandırıldı. Toprak örnekleri hem PCA hem de CA için çok benzer bir gruplandırma ile 4 gruba ayrıldı. PCA ve CA tekniklerinin ağır metal içerikleri açısından toprak karakterizasyonu için yararlı yaklaşımlar olduğu kanıtlandı.

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Primary Language en
Subjects Basic Sciences
Journal Section Natural Sciences
Authors

Author: Deniz BİNGÖL
Institution: Kocaeli University
Country: Turkey


Author: Seda KARAYÜNLÜ BOZBAŞ
Country: Turkey


Author: Ümit AY
Country: Turkey


Author: Nevin UZGÖREN
Country: Turkey


Bibtex @research article { csj348921, journal = {Cumhuriyet Science Journal}, issn = {2587-2680}, eissn = {2587-246X}, address = {Cumhuriyet University}, year = {2018}, volume = {39}, pages = {23 - 33}, doi = {10.17776/csj.348921}, title = {Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey)}, key = {cite}, author = {BİNGÖL, Deniz and KARAYÜNLÜ BOZBAŞ, Seda and AY, Ümit and UZGÖREN, Nevin} }
APA BİNGÖL, D , KARAYÜNLÜ BOZBAŞ, S , AY, Ü , UZGÖREN, N . (2018). Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey). Cumhuriyet Science Journal, 39 (1), 23-33. DOI: 10.17776/csj.348921
MLA BİNGÖL, D , KARAYÜNLÜ BOZBAŞ, S , AY, Ü , UZGÖREN, N . "Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey)". Cumhuriyet Science Journal 39 (2018): 23-33 <http://dergipark.org.tr/csj/issue/36110/348921>
Chicago BİNGÖL, D , KARAYÜNLÜ BOZBAŞ, S , AY, Ü , UZGÖREN, N . "Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey)". Cumhuriyet Science Journal 39 (2018): 23-33
RIS TY - JOUR T1 - Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey) AU - Deniz BİNGÖL , Seda KARAYÜNLÜ BOZBAŞ , Ümit AY , Nevin UZGÖREN Y1 - 2018 PY - 2018 N1 - doi: 10.17776/csj.348921 DO - 10.17776/csj.348921 T2 - Cumhuriyet Science Journal JF - Journal JO - JOR SP - 23 EP - 33 VL - 39 IS - 1 SN - 2587-2680-2587-246X M3 - doi: 10.17776/csj.348921 UR - https://doi.org/10.17776/csj.348921 Y2 - 2018 ER -
EndNote %0 Cumhuriyet Science Journal Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey) %A Deniz BİNGÖL , Seda KARAYÜNLÜ BOZBAŞ , Ümit AY , Nevin UZGÖREN %T Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey) %D 2018 %J Cumhuriyet Science Journal %P 2587-2680-2587-246X %V 39 %N 1 %R doi: 10.17776/csj.348921 %U 10.17776/csj.348921
ISNAD BİNGÖL, Deniz , KARAYÜNLÜ BOZBAŞ, Seda , AY, Ümit , UZGÖREN, Nevin . "Chemometric Evaluation of the Heavy Metal Contents in Surface Soils from the Dilovası Region (Kocaeli/Turkey)". Cumhuriyet Science Journal 39 / 1 (March 2018): 23-33. https://doi.org/10.17776/csj.348921