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Natural and anthropogenic factors affecting the groundwater quality in Serbia

Authorized Users Only
2014
Authors
Dević, Gordana
Đorđević, Dragana
Sakan, Sanja
Article (Published version)
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Abstract
Various chemometric techniques were used to analyze the quality of groundwater data sets. Seventeen water quality parameters: the cations Na, K, Ca, Mg, the anions Cl, SO4, NO3, HCO3 and nine trace elements Pb, As, Mn, Ni, Cu, Cd, Fe, Zn and Cr were measured at 66 different key sampling sites in ten representative areas (low land-Northern Autonomous Province of Serbia, Vojvodina and central Serbia) for the summer period of 2009. HCA grouped the sample sites into four clusters based on the similarities of the characteristics of the groundwater quality. DA showed two parameters, HCO3 and Zn, affording more than 90% correct assignments in the spatial analysis of four/three different regions in Serbia. Factor analysis was applied on the log-transformed data sets and allowed the identification of a reduced number of factors with hydrochemical meaning. The results showed severe pollution with Mn, As, NO3, Ni, Pb whereby anthropogenic origin of these contaminants was indicated. The pollution ...comes from both scattered point sources (industrial and urban effluent) and diffuse source agricultural activity. These samples may not be suitable for human consumption; the water quality belongs to class III/IV (contaminated). The Fe anomalies (7.1 mg/L) in the water from the Vetrnica site can be attributed to natural sources, such as the dissolution of rock masses and rock fragments. The serious groundwater contamination with As (25.7-137.8 mu g/L) in the area of Banat (Northern Autonomous Province of Serbia, Vojvodina) and a sample No. 9 at the Great Morava River requires urgent attention.

Keywords:
Ground-water quality of Serbia / Cluster analysis / Factor analysis / Discriminant analysis / Groundwater pollution sources
Source:
Science of the Total Environment, 2014, 468, 933-942
Publisher:
  • Elsevier
Funding / projects:
  • The study of physicochemical and biochemical processes in living environment that have impacts on pollution and the investigation of possibilities for minimizing the consequences (RS-172001)
  • Studying climate change and its influence on environment: impacts, adaptation and mitigation (RS-43007)

DOI: 10.1016/j.scitotenv.2013.09.011

ISSN: 0048-9697

PubMed: 24080418

WoS: 000331776000097

Scopus: 2-s2.0-84884727506
[ Google Scholar ]
120
93
URI
https://cer.ihtm.bg.ac.rs/handle/123456789/1503
Collections
  • Radovi istraživača / Researchers' publications
Institution/Community
IHTM
TY  - JOUR
AU  - Dević, Gordana
AU  - Đorđević, Dragana
AU  - Sakan, Sanja
PY  - 2014
UR  - https://cer.ihtm.bg.ac.rs/handle/123456789/1503
AB  - Various chemometric techniques were used to analyze the quality of groundwater data sets. Seventeen water quality parameters: the cations Na, K, Ca, Mg, the anions Cl, SO4, NO3, HCO3 and nine trace elements Pb, As, Mn, Ni, Cu, Cd, Fe, Zn and Cr were measured at 66 different key sampling sites in ten representative areas (low land-Northern Autonomous Province of Serbia, Vojvodina and central Serbia) for the summer period of 2009. HCA grouped the sample sites into four clusters based on the similarities of the characteristics of the groundwater quality. DA showed two parameters, HCO3 and Zn, affording more than 90% correct assignments in the spatial analysis of four/three different regions in Serbia. Factor analysis was applied on the log-transformed data sets and allowed the identification of a reduced number of factors with hydrochemical meaning. The results showed severe pollution with Mn, As, NO3, Ni, Pb whereby anthropogenic origin of these contaminants was indicated. The pollution comes from both scattered point sources (industrial and urban effluent) and diffuse source agricultural activity. These samples may not be suitable for human consumption; the water quality belongs to class III/IV (contaminated). The Fe anomalies (7.1 mg/L) in the water from the Vetrnica site can be attributed to natural sources, such as the dissolution of rock masses and rock fragments. The serious groundwater contamination with As (25.7-137.8 mu g/L) in the area of Banat (Northern Autonomous Province of Serbia, Vojvodina) and a sample No. 9 at the Great Morava River requires urgent attention.
PB  - Elsevier
T2  - Science of the Total Environment
T1  - Natural and anthropogenic factors affecting the groundwater quality in Serbia
VL  - 468
SP  - 933
EP  - 942
DO  - 10.1016/j.scitotenv.2013.09.011
ER  - 
@article{
author = "Dević, Gordana and Đorđević, Dragana and Sakan, Sanja",
year = "2014",
abstract = "Various chemometric techniques were used to analyze the quality of groundwater data sets. Seventeen water quality parameters: the cations Na, K, Ca, Mg, the anions Cl, SO4, NO3, HCO3 and nine trace elements Pb, As, Mn, Ni, Cu, Cd, Fe, Zn and Cr were measured at 66 different key sampling sites in ten representative areas (low land-Northern Autonomous Province of Serbia, Vojvodina and central Serbia) for the summer period of 2009. HCA grouped the sample sites into four clusters based on the similarities of the characteristics of the groundwater quality. DA showed two parameters, HCO3 and Zn, affording more than 90% correct assignments in the spatial analysis of four/three different regions in Serbia. Factor analysis was applied on the log-transformed data sets and allowed the identification of a reduced number of factors with hydrochemical meaning. The results showed severe pollution with Mn, As, NO3, Ni, Pb whereby anthropogenic origin of these contaminants was indicated. The pollution comes from both scattered point sources (industrial and urban effluent) and diffuse source agricultural activity. These samples may not be suitable for human consumption; the water quality belongs to class III/IV (contaminated). The Fe anomalies (7.1 mg/L) in the water from the Vetrnica site can be attributed to natural sources, such as the dissolution of rock masses and rock fragments. The serious groundwater contamination with As (25.7-137.8 mu g/L) in the area of Banat (Northern Autonomous Province of Serbia, Vojvodina) and a sample No. 9 at the Great Morava River requires urgent attention.",
publisher = "Elsevier",
journal = "Science of the Total Environment",
title = "Natural and anthropogenic factors affecting the groundwater quality in Serbia",
volume = "468",
pages = "933-942",
doi = "10.1016/j.scitotenv.2013.09.011"
}
Dević, G., Đorđević, D.,& Sakan, S.. (2014). Natural and anthropogenic factors affecting the groundwater quality in Serbia. in Science of the Total Environment
Elsevier., 468, 933-942.
https://doi.org/10.1016/j.scitotenv.2013.09.011
Dević G, Đorđević D, Sakan S. Natural and anthropogenic factors affecting the groundwater quality in Serbia. in Science of the Total Environment. 2014;468:933-942.
doi:10.1016/j.scitotenv.2013.09.011 .
Dević, Gordana, Đorđević, Dragana, Sakan, Sanja, "Natural and anthropogenic factors affecting the groundwater quality in Serbia" in Science of the Total Environment, 468 (2014):933-942,
https://doi.org/10.1016/j.scitotenv.2013.09.011 . .

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