Occurrence of Emerging Micropollutants in Water Systems in Gauteng, Mpumalanga, and North West Provinces, South Africa

The ubiquitous occurrence of emerging micropollutants (EMPs) in water is an issue of growing environmental-health concern worldwide. However, there remains a paucity of data regarding their levels and occurrence in water. This study determined the occurrence of EMPs namely: carbamazepine (CBZ), gala...

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Main Authors: Elijah M. M. Wanda, Hlengilizwe Nyoni, Bhekie B. Mamba, Titus A. M. Msagati
Format: Article
Language:English
Published: MDPI AG 2017-01-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:http://www.mdpi.com/1660-4601/14/1/79
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spelling doaj-fa12431b02ef47f2b4c5128562d766642020-11-24T20:41:25ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012017-01-011417910.3390/ijerph14010079ijerph14010079Occurrence of Emerging Micropollutants in Water Systems in Gauteng, Mpumalanga, and North West Provinces, South AfricaElijah M. M. Wanda0Hlengilizwe Nyoni1Bhekie B. Mamba2Titus A. M. Msagati3Nanotechnology and Water Sustainability Research Unit, College of Science Engineering and Technology, University of South Africa, P.O. Box 392, UNISA 003, Florida, Roodepoort 1709, Johannesburg, South AfricaNanotechnology and Water Sustainability Research Unit, College of Science Engineering and Technology, University of South Africa, P.O. Box 392, UNISA 003, Florida, Roodepoort 1709, Johannesburg, South AfricaNanotechnology and Water Sustainability Research Unit, College of Science Engineering and Technology, University of South Africa, P.O. Box 392, UNISA 003, Florida, Roodepoort 1709, Johannesburg, South AfricaNanotechnology and Water Sustainability Research Unit, College of Science Engineering and Technology, University of South Africa, P.O. Box 392, UNISA 003, Florida, Roodepoort 1709, Johannesburg, South AfricaThe ubiquitous occurrence of emerging micropollutants (EMPs) in water is an issue of growing environmental-health concern worldwide. However, there remains a paucity of data regarding their levels and occurrence in water. This study determined the occurrence of EMPs namely: carbamazepine (CBZ), galaxolide (HHCB), caffeine (CAF), tonalide (AHTN), 4-nonylphenol (NP), and bisphenol A (BPA) in water from Gauteng, Mpumalanga, and North West provinces, South Africa using comprehensive two-dimensional gas chromatography coupled to high resolution time-of-flight mass spectrometry (GCxGC-HRTOFMS). Kruskal-Wallis test and ANOVA were performed to determine temporal variations in occurrence of the EMPs. Principal component analysis (PCA) and Surfer Golden Graphics software for surface mapping were used to determine spatial variations in levels and occurrence of the EMPs. The mean levels ranged from 11.22 ± 18.8 ng/L for CAF to 158.49 ± 662 ng/L for HHCB. There was no evidence of statistically significant temporal variations in occurrence of EMPs in water. Nevertheless, their levels and occurrence vary spatially and are a function of two principal components (PCs, PC1 and PC2) which controlled 89.99% of the variance. BPA was the most widely distributed EMP, which was present in 62% of the water samples. The detected EMPs pose ecotoxicological risks in water samples, especially those from Mpumalanga province.http://www.mdpi.com/1660-4601/14/1/79drinking wateremerging micropollutantsGCxGC-HRTOFMSspatial variationswastewater
collection DOAJ
language English
format Article
sources DOAJ
author Elijah M. M. Wanda
Hlengilizwe Nyoni
Bhekie B. Mamba
Titus A. M. Msagati
spellingShingle Elijah M. M. Wanda
Hlengilizwe Nyoni
Bhekie B. Mamba
Titus A. M. Msagati
Occurrence of Emerging Micropollutants in Water Systems in Gauteng, Mpumalanga, and North West Provinces, South Africa
International Journal of Environmental Research and Public Health
drinking water
emerging micropollutants
GCxGC-HRTOFMS
spatial variations
wastewater
author_facet Elijah M. M. Wanda
Hlengilizwe Nyoni
Bhekie B. Mamba
Titus A. M. Msagati
author_sort Elijah M. M. Wanda
title Occurrence of Emerging Micropollutants in Water Systems in Gauteng, Mpumalanga, and North West Provinces, South Africa
title_short Occurrence of Emerging Micropollutants in Water Systems in Gauteng, Mpumalanga, and North West Provinces, South Africa
title_full Occurrence of Emerging Micropollutants in Water Systems in Gauteng, Mpumalanga, and North West Provinces, South Africa
title_fullStr Occurrence of Emerging Micropollutants in Water Systems in Gauteng, Mpumalanga, and North West Provinces, South Africa
title_full_unstemmed Occurrence of Emerging Micropollutants in Water Systems in Gauteng, Mpumalanga, and North West Provinces, South Africa
title_sort occurrence of emerging micropollutants in water systems in gauteng, mpumalanga, and north west provinces, south africa
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2017-01-01
description The ubiquitous occurrence of emerging micropollutants (EMPs) in water is an issue of growing environmental-health concern worldwide. However, there remains a paucity of data regarding their levels and occurrence in water. This study determined the occurrence of EMPs namely: carbamazepine (CBZ), galaxolide (HHCB), caffeine (CAF), tonalide (AHTN), 4-nonylphenol (NP), and bisphenol A (BPA) in water from Gauteng, Mpumalanga, and North West provinces, South Africa using comprehensive two-dimensional gas chromatography coupled to high resolution time-of-flight mass spectrometry (GCxGC-HRTOFMS). Kruskal-Wallis test and ANOVA were performed to determine temporal variations in occurrence of the EMPs. Principal component analysis (PCA) and Surfer Golden Graphics software for surface mapping were used to determine spatial variations in levels and occurrence of the EMPs. The mean levels ranged from 11.22 ± 18.8 ng/L for CAF to 158.49 ± 662 ng/L for HHCB. There was no evidence of statistically significant temporal variations in occurrence of EMPs in water. Nevertheless, their levels and occurrence vary spatially and are a function of two principal components (PCs, PC1 and PC2) which controlled 89.99% of the variance. BPA was the most widely distributed EMP, which was present in 62% of the water samples. The detected EMPs pose ecotoxicological risks in water samples, especially those from Mpumalanga province.
topic drinking water
emerging micropollutants
GCxGC-HRTOFMS
spatial variations
wastewater
url http://www.mdpi.com/1660-4601/14/1/79
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