Statistical Assessment of Heavy Metal Distribution and Contamination of Beach Sands of Antalya-Turkey: an Approach to the Multivariate Analysis Techniques

被引:29
作者
Yalcin, Fusun [1 ]
Nyamsari, Daniel G. [2 ]
Paksu, Ebru [2 ]
Yalcin, M. Gurhan [2 ]
机构
[1] Akdeniz Univ, Fac Sci, Dept Math, TR-07050 Antalya, Turkey
[2] Akdeniz Univ, Fac Engn, Dept Geol Engn, TR-07050 Antalya, Turkey
关键词
Heavy Metals; Beach sand sample; Manavgat-Alanya; Anomaly; SEDIMENTS; RIVER; ESTUARY; MERSIN; SOILS; ELEMENTS; ORIGIN; COAST;
D O I
10.2298/FIL1604945Y
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The distribution of heavy metal concentrations in the beach sand samples collected from 44 different locations along the Manavgat Alanya coastline of Antalya covering different coastal sandy beaches was studied. The average concentration level of these metals in the beach sand was calculated and compared to those of the Earth Crust, Sandstone, Ultrabasic Rock and the acceptable limit for Turkey in order to determine their anomalies. Heavy metal (Cr, Zn, Ni, As, Cu, Pb, Co, Mo, Sb and Cd; along with Al, Fe, Mg, Mn, Na, K, Ba, Ca and W) were determined. The elements occurred in abundance as Ca > Na > Mg > Fe > Al > K > Ti > Mn > Cr > Ba > V > Zn > Ni > As > Cu > Pb > Co > Mo > Sb > W > Cd. The sufficiency of the number of samples used from the study area is revealed by the high explanatory power R-2 = 96.9 % of the ANOVA Model. Using the box plot, it was also noted that some heavy metals such as As (in samples 1, 19, 25, 28 and 29); Mn (in Samples 23 and 39); Na (in samples 23, 24 and 45); Cr (in Sample 33) and Ti (in Sample 15) had very high anomalies. Heavy metal contents show high anomaly concentrations when compared to some background values (Earth Crust, Sandstone, Ultrabasic and Turkey acceptable limit).
引用
收藏
页码:945 / 952
页数:8
相关论文
共 48 条
[31]   An assessment of heavy-metal contamination in surface sediments of the Suez Gulf using geoaccumulation indexes and statistical analysis [J].
Khaled, A. ;
El Nemr, A. ;
El Sikaily, A. .
CHEMISTRY AND ECOLOGY, 2006, 22 (03) :239-252
[32]   Heavy Metal Pollution in River Ulhas, Maharashtra, India: Unraveling Contamination Dynamics Through Pollution Indices, Multivariate Analysis, and Health Risk Assessment [J].
Botle, Akshay ;
Salgaonkar, Sayli ;
Tiwari, Rahul ;
Barabde, Gayatri .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH, 2025, 19 (03)
[33]   Assessment of heavy metal contamination in groundwater of Diyarbakir Oil Production Area, (Turkey) using pollution indices and chemometric analysis [J].
Hatice Kara ;
Aysegul Demir Yetis ;
Hamdi Temel .
Environmental Earth Sciences, 2021, 80
[34]   Appraisal of heavy metal contamination in sediments of the Shitalakhya River in Bangladesh using pollution indices, geo-spatial, and multivariate statistical analysis [J].
Kabir, Md Humayun ;
Islam, Md Sirajul ;
Hoq, Md Enamul ;
Tusher, Tanmoy Roy ;
Islam, Md Saiful .
ARABIAN JOURNAL OF GEOSCIENCES, 2020, 13 (21)
[35]   Assessment of heavy metal contamination in water and sediments of Trepca and Sitnica rivers, Kosovo, using pollution indicators and multivariate cluster analysis [J].
Ferati, Flora ;
Kerolli-Mustafa, Mihone ;
Kraja-Ylli, Arjana .
ENVIRONMENTAL MONITORING AND ASSESSMENT, 2015, 187 (06)
[36]   Trace metal contamination status in soils of the abandoned gold mining district of Bindiba (East Cameroon): Pollution indices assessment, multivariate analysis and; geostatistical approach [J].
Njayou, Martin Mozer ;
Ayiwouo, Mouhamed Ngounouno ;
Ngounouno, Ismaila .
JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE AND ENGINEERING, 2023, 21 (01) :143-155
[37]   Evaluating the heavy metal contamination in sediments from the Guadalquivir estuary after the Aznalcollar mining spill (SW Spain):: A multivariate analysis approach [J].
Riba, I ;
DelValls, TA ;
Forja, JM ;
Gómez-Parra, A .
ENVIRONMENTAL MONITORING AND ASSESSMENT, 2002, 77 (02) :191-207
[38]   Using multivariate statistical analysis in assessment of surface water quality and identification of heavy metal pollution sources in Sarough watershed, NW of Iran [J].
Piroozfar, Parisa ;
Alipour, Samad ;
Modabberi, Soroush ;
Cohen, David .
ENVIRONMENTAL MONITORING AND ASSESSMENT, 2021, 193 (09)
[39]   A Multifaceted Approach Assessing Heavy Metal Contamination and Health Risk in Tea Garden Soils: Insight Through Hot-Spot Analysis and Machine Learning Techniques [J].
Basu, Riddhi ;
Banerjee, Sonali ;
Ghosh, Saibal ;
Mondal, Gourav ;
Kumar, Sumit ;
Mandal, Jajati ;
Bhattacharyya, Pradip .
WATER AIR AND SOIL POLLUTION, 2025, 236 (05)
[40]   Evaluating the Heavy Metal Contamination in Sediments from the Guadalquivir Estuary after the Aznalcóllar Mining Spill (SW Spain): A Multivariate Analysis Approach [J].
I. Riba ;
T. A. DelValls ;
J. M. Forja ;
A. Gómez-Parra .
Environmental Monitoring and Assessment, 2002, 77 :191-207