Abstract
Soweto and Lenasia, the most densely populated area of South Africa, is simultaneously a thriving metropolis, with a fair share of people still living in squalor conditions directly dependant on the natural resources. Because of industrialisation the populace and environment in this urban area are exposed to various pollutants. The aquatic environment was selected as a proxy to study the effect of industrial pollution in this area. The concentrations, source identification, and various environmental risks of polycyclic aromatic hydrocarbons (PAHs) were determined in sediments of the upper reaches of the Klip River. Composite sediment samples collected in low-flow conditions in 2013 and 2014 ranged from 270–5400 ng/g. The PAHs in this aquatic ecosystem were dominated by 4-ring congeners and could be attributed to combustion of organic fuels by chemical mass balance. Heavy traffic and industrial complexes in the northern part of the study area were responsible for the PAH fingerprints. Probable adverse effects such as toxicity to benthic biota were proven after comparison with international sediment quality guidelines (SQG) both survey years. Toxic equivalence quotients (TEQs) calculated for the sediments using fish potency factors (FPFs) were up to 30 times greater than the Canadian guideline for dioxin-like compounds, indicating high probability of carcinogenic effect to fish mediated through the aryl-hydrocarbon receptor. Finally, sediments in the area posed moderate to high ecological risk, which corroborates the other toxicity assessments. The advantage of investigating multiple risk endpoints, is the comprehensive results obtained that allows for a more realistic representation of the study area. Consequently more aspects are kept into account that results in better conclusions.
Similar content being viewed by others
References
Agarwal T, Khillare PS, Shridhar V (2006) PAHs contamination in bank sediment of Yamuna River, Dehli, India. Environ Monit Assess 123:151–166
Barata C, Calbet A, Saiz E, Ortiz L, Bayona JM (2005) Predicting single and mixture toxicity of petrogenic polycyclic aromatic hydrocarbons to the copepod Oithona davisae. Environ Toxicol Chem 24:2992–2999
Barron MG, Heintz R, Rice SD (2004) Relative potency of PAHs and heterocycles as aryl hydrocarbon receptor agonists in fish. Mar Environ Res 58:95–100
Baumard P, Budzinski H, Michon Q, Garrigues P, Burgeot T, Belloq J (1998) Origin and bioavailability of PAHs from mussel and sediment records. Estuar Coast Shelf Sci 47:77–90
Bogdal C, Bucheli TD, Agarwal T, Anselmetti FS, Blum F, Hungerbühler K, Kohler M et al. (2011) Contrasting temporal trends and relationships of total organic carbon, black carbon, and polycyclic aromatic hydrocarbons in rural low-altitude and remote high-altitude lakes. J Environ Monit 13:1316–1326
BRICS Joint statistical publication (2014) Brazil, Russia, India, China, South Africa/ IBGE. Rio De Janeiro: IBGE, p 212
BRICS (2017) Information about BRICS. http://brics.itamaraty.gov.br/about-brics/information-about-brics. Accessed 3 Feb 2017
Budzinski H, Jones I, Bellocq J, Piérard C, Garrigues P (1997) Evaluation of sediment contamination by polycyclic aromatic hydrocarbons in the Gironde estuary. Mar Chem 58:85–97
Bzdusek PA, Christensen ER, Li A, Zou Q (2004) Source apportionment of sediment PAHs in Lake Calumet, Chicago: application of factor analysis with nonnegative constraints. Environ Sci Technol 38:97–103
Cao Z, Liu J, Lua Y, Li Y, Ma M, Xu J, Han S (2010) Distribution and ecosystem risk assessment of polycyclic aromatic hydrocarbons in the Luan River, China. Ecotoxicology 19:827–837
CCME, Canadian Council of Ministries of the Environment (1999) Canadian sediment quality guidelines for the protection of aquatic life. Polycyclic aromatic hydrocarbons (PAHs). http://ceqg-rcqe.ccme.ca/download/en/243. Accessed 22 Aug 2016
CCME, Canadian Council of Ministries of the Environment (2001) Canadian sediment quality guidelines for the protection of aquatic life. Polychlorinated dibenzo-p-dioxins and Polychlorinated dibenzofurans (PCDD/Fs). http://ceqg-rcqe.ccme.ca/download/en/245. Accessed 22 Aug 2016
CCME, Canadian Council of Ministries of the Environment (2012). Canadian sediment quality guidelines for the protection of aquatic life. Protocol for the derivation of Canadian sediment quality guidelines for the protection of aquatic life. http://ceqg-rcqe.ccme.ca/download/en/226. Accessed 22 Aug 2016
Chen B, Xuan X, Zhu L, Wang J, Gao Y, Yang K, Shen X, Lou B (2004) Distribution of polycyclic aromatic hydrocarbons in surface waters, sediments and soils of Hangzhou City, China. Water Res 38:3558–3568
Chen C, Chen C (2011) Distribution, origin and potential toxicological significance of PAHs in sediments of Kaohsiung harbour, Taiwan. Mar Poll Bull 63:417–423
Clements WH, Oris JT, Wissing TE (1994) Accumulation and food chain transfer of fluoranthene and benzo[a]pyrene in Chironomus riparius and Lepomis macrochirus. Arch Environ Contam Toxicol 26:261–266
Culotta L, De Stefano C, Gianguzza A, Mannino MR, Orecchio S (2006) The PAH composition of surface sediments from Stagnone coastal lagoon, Marsala (Italy). Mar Chem 99:117–127
Di Torro DM, McGarth JA (2000) Technical basis for narcotic chemicals and polycyclic aromatic hydrocarbon criteria. II. Mixtures Sediment Environ Toxicol Chem 19:1971–1982
Dickhut RM, Caneul EA, Gustafson KE, Liu K, Arzayus KM, Walker SE, Edgecombe G, Gaylor et al. (2000) Automotive sources of carcinogenic polycyclic aromatic hydrocarbons associated with particulate matter in the Chesapeake Bay region. Environ Sci Technol 34:4635–4640
Denison MS, Nagy SR (2003) Activation of the aryl hydrocarbon receptor by structurally diverse exogenous and endogenous chemicals. Annu Rev Pharmacol Toxicol 43:309–334
Douglas GS, Emsbo-Mattingly SD, Stout SA, Uhler AD, McCarthy KJ (2007) Chemical fingerprinting methods. In: Murphy BL, Morisson RD (eds) Introduction to environmental forensics, 2nd edn. Academic, New York, pp 311–454
Dudhagara DR, Rajpara RK, Bhatt JK, Gosai HB, Sachaniya BK, Dave BP (2016) Distribution, sources and ecological risk assessment of PAHs in historically contaminated surface sediments at Bhavnagar coast, Gujarat, India. Environ Pollut 213:338–346
DWAS, Department of Water Affairs and Sanitation (2004) Upper Vaal Water Management Area: Internal Strategic Perspective. https://www.dwaf.gov.za/Documents/Other/WMA/Upper_Vaal_ISP.pdf. Accessed 12 Oct 2016
Finch BE, Marzooghi S, Di Torro DM, Stubblefield WA (2017) Evaluation of the phototoxicity of unsubstituted and alkylated polycyclic aromatic hydrocarbons to mysid shrimp (Americamysis bahia): Validation of predictive models. Environ Toxicol Chem 36:2043–2049
Garner TR, Weinstein JE, Sanger DM (2009) Polycyclic aromatic hydrocarbon contamination in South Carolina salt marsh-tidal creek systems: relationships among sediments, biota, and watershed land use. Arch Environ Contam Toxicol 57:103–115
Gaspare L, Machiwa JF, Mdachi SJM, Streck G, Brack (2009) Polycyclic aromatic hydrocarbon (PAH) contamination of surface sediments and oysters from the inter-tidal areas of Dar es Salaam, Tanzania. Environ Pollut 157:24–34
Gehle K (2009) U.S. Department of Health and Human Services, Agency for Toxic Substances and Disease Registry: Toxicity of polycyclic aromatic hydrocarbons (PAHs). http://www.atsdr.cdc.gov/csem/pah/docs/pah.pdf. Accessed 22 Sep 2016
Haritash AK, Kaushik CP (2009) Biodegradation aspects of polycyclic aromatic hydrocarbons (PAHs): A review. J Hazard Mater 169:1–15
He X, Pang Y, Song X, Chen B, Feng Z, Ma Y (2014) Distribution sources and ecological risk assessment of PAHs in surface sediments from Guan River estuary, China. Mar Poll Bull 80:52–58
ISO, International Organization for Standardization (2002) ISO 14688-1: 2002–Geotechnicalinvestigation and testing—Identification and classification of soil—Part 1: Identification and description
Jones RJ (2011) Spatial patterns of chemical contamination (metals, PAHs, PCBs, PCDDs/PCDFs) in sediments of a non-industrialized but densely populated coral atoll/small island state (Bermuda). Mar Poll Bull 62:1362–1376
Karlsson K, Viklander M (2008) Polycyclic aromatic hydrocarbons (PAH) in water and sediment from gully pots. Water Air Soil Pollut 188:271–282
Kim K-H, Jahan SA, Kabir E, RJC Brown (2013) A review of airborne polycyclic aromatic hydrocarbons (PAHs) and their human health effects. Environ Int 60:71–81
Kralik M (1999) A rapid procedure for environmental sampling and evaluation of polluted sediments. Appl Geochem 14:807–816
Li A, Jang J-K, Scheff PA (2003) Application of EPA CMB82 model for source apportionment of sediment PAHs in Lake Calumet, Chicago. Environ Sci Technol 37:2958–2965
Li J, Dong H, Zhang D, Han B, Zhu C, Liu S, Liu X et al. (2015) Sources and ecological risk assessment of PAHs in surface sediments from Bohai Sea and northern part of the Yellow Sea, China. Mar Poll Bull 96:485–490
Li CK, Kamens RM (1993) The use of polycyclic aromatic hydrocarbons as source signatures in receptor modelling. Atmos Environ 27A:523–532
Li H, Ran Y (2012) Distribution and bioconcentration of polycyclic aromatic hydrocarbons in surface water and fishes. Sci World J 2012:632910. https://doi.org/10.1100/2012/632910
Liu Y, Chen L, Huang Q, Li W, Tang Y, Zhao J (2009) Source apportionment of polycyclic aromatic hydrocarbons (PAHs) in surface sediments of Huangpu River, Shanghai, China. Sci Total Environ 407:2931–2938
Lu M, Zeng DC, Liao Y, Tong B (2012) Distribution and characterization of organochlorine pesticides and polycyclic aromatic hydrocarbons in surface sediment from Poyang Lake, China. Sci Total Environ 433:491–497
MacDonald DD, Ingersoll CG, Berger TA (2000) Development and evaluation of consensus-based sediment quality guidelines for freshwater ecosystems. Arch Environ Contam Toxicol 39:20–31
Malik A, Singh KP, Mohan D, Patel DK (2004) Distribution of polycyclic aromatic hydrocarbons in Gomti River system, India. Bull Environ Contam Toxicol 72:1211–1218
Malik RN, Mehboob F, Ali U, Katsoyiannis A, Schuster JK, Moeckel C, Jones KC (2014) Organo-halogenated contaminants (OHCs) in the sediments from the Soan River, Pakistan: OHCs(adsorbed TOC) burial flux, status and risk assessment. Sci Total Environ 481:343–351
Maliszewska-Kordybach B, Smreczak B, Klimkowicz-Pawlas A (2009) Concentrations, sources, and spatial distribution of individual polycyclic aromatic (PAHs) in agricultural soils in the Eastern part of the EU: Poland as a case study. Sci Total Environ 407:3746–3753
McCarthy TS, Venter JS (2006) Increasing pollution levels on the Witwatersrand recorded in the peat deposits of the Klip River wetland. S Afr J Sci 102:27–34
Meador JP, Stein JE, Reichert WL, Varanasi U (1995) Bioaccumulation of polycyclic aromatic hydrocarbons by marine organisms. Rev Environ Contam T 143:79–165
Miller JN, Miller JC (2010) Statistics and chemometrics for analytical chemistry, 6th edn. Prentice Hall, Harlow, England
Moja SJ, Mtunzi F, Madlanga X (2013) Determination of polycyclic aromatic hydrocarbons (PAHs) in river water samples from the Vaal Triangle area in South Africa. J Environ Sci Health A Tox Hazard Subst Environ Eng 48:847–854
Myers MS, Landahl JT, Krahn MM, McCain BB (1991) Relationships between hepatic neoplasms and related lesions and exposure to toxic chemicals in marine fish from the U.S. west coast. Environ Health Perspect 90:7–15
Myers MS, Stehr CM, Olson OP, Johnson LL, McCain BB, Chain SL, Varanasi U (1994) Relationships between toxicopathic hepatic-lesions and exposure to chemical contaminants in English sole (Pleuronectes ventulus), starry flounder (Platichthys stellatus), and white croaker (Genyonemus lineatus) from selected marine sites on the Pacific coast, USA. Environ Health Perspect 102:200–215
Naicker D, Myburgh JG, Botha CJ (2007) Establishment and validation of primary hepatocytes of African sharptooth catfish (Clarias gariepinus). Chemosphere 68:69–77
Neff JM (1979) Polycyclic aromatic hydrocarbons in the aquatic environment: Sources, fate and biological effects. Applied Science Publishers, Ltd., Essex, England
Neff JM, Stout SA, Gunster DG (2005) Ecological risk assessment of polycyclic aromatic hydrocarbons in sediments: Identifying sources and ecological hazard. Integr Environ Assess Manag 1:22–33
Nieuwoudt C, Pieters R, Quinn LP, Kylin H, Borgen AR, Bouwman H (2011) Polycyclic aromatic hydrocarbons (PAHs) in soil and sediment from industrial, residential and agricultural areas in central South Africa: an initial assessment. Soil Sediment Contam 20:188–204
Pies C, Hoffmann B, Petrowsky J, Yang Y, Ternes TA, Hofmann T (2008) Characterization and source identification of polycyclic aromatic hydrocarbons (PAHs) in river bank soils. Chemosphere 72:1594–1601
Qiao M, Wang C, Huang S, Wang D, Wang Z (2006) Composition, sources, and potential toxicological significance of PAHs in the surface sediments of Meiliang Bay, Taihu Lake, China. Environ Int 32:28–33
Quinn L, Pieters R, Nieuwoudt C, Borgen AR, Kylin H, Bouwman H (2009) Distribution profiles of selected organic pollutants in soils and sediments of industrial, residential and agricultural areas of South Africa. J Environ Monit 11:1647–1657
Roos C, Pieters R, Genthe B, Bouwman H (2012) Persistent organic pollutants in the water environment. Water Research Commission Report no K5/1561, Pretoria, South Africa.
Raza M, Zakaria MP, Hashim NR, Yim UH, Kannan N, Ha SY (2013) Composition and source identification of polycyclic aromatic hydrocarbons in mangrove sediments in Peninsular Malaysia: indication of anthropogenic input. Environ Earth Sci 70:2425–2436
Savinov VM, Savinov TN, Carroll J, Matishov GG, Dahle S, Næs K (2000) Polycyclic aromatic hydrocarbons (PAHs) in sediments of the White Sea, Russia. Mar Poll Bull 40:807–818
Savinov VM, Savinov TN, Matishov GG, Dahle S, Næs K (2003) Polycyclic aromatic hydrocarbons (PAHs) and organochlorines (OCs) in bottom sediments of the Guba Pechenga, Barents Sea, Russia. Sci Total Environ 306:39–56
Schirmer K, Dixon DG, Breenberg BM, Bols NC (1998) Ability of priority 16 PAHs to be directly cytotoxic to a cell line from the rainbow trout gill. Toxicology 127:129–141
Shirapova GS, Utyuzhnikova NS, Rabina OA, Vyalkov AI, Morozov SV, Batoev VB (2013) Contamination of Lake Baikal Basin with polyaromatic hydrocarbons: the Gusinoye Lake. CSD 21:179–185
Sims RC, Overcash MR (1983) Fate of polynuclear aromatic compounds (PNAs) in soil-plant systems. Residue Rev 88:1–68
Stark A, Abrajano T, Hellou J, Metcalf-Smith JL (2003) Molecular and isotopic characterization of polycyclic aromatic hydrocarbon distribution and sources at the international segment of the St. Lawrence River. Org Geochem 34:225–237
StatsSA, Statistics South Africa (2011) Statistics by place. http://www.statssa.gov.za/?page_id=993&id=city-of-johannesburg-municipality. Accessed 2 Nov 2016
StatsSA, Statistics South Africa (2016) Household service delivery statistics. www.statssa.gov.za/?page_id=739&id=2. Accessed 15 Feb 2017
Stogiannidis E, Laane R (2015) Source characterization of polycyclic aromatic hydrocarbons by using their molecular indices: an overview of possibilities. In: Whitacre DM (ed) Reviews of Environmental Contamination and Toxicology, Vol 234, pp 49–133
Su M-C, Christensen ER, Karls JF, Kosuru S, Imamoglu I (2000) Apportionment of polycyclic aromatic hydrocarbon sources in the lower Fox River, USA, sediments by chemical mass balance model. Environ Toxicol Chem 19:1481–1490
Suares-Rocha P, Azab E, Schmidt B, Storch V, Hollert H, Braunbech T (2010) Changes in toxicity and dioxin-like activity of sediments from the Tietê River (São Paulo, Brazil). Ecotox Environ Safe 73:550–558
Torres JPM, Malm O, Vieira EDR, Japenga J, Koopmans GF (2002) Organic micropollutants on river sediments from Rio de Janeiro State, South Brazil. Cad De Saude Publica 18:477–488
Torres-Duque C, Maldonando D, Pérez-Padilla R, Ezzati M, Veigi G (2008) Biomass fuels and respiratory disease. Proc Am Thorac Soc 5:577–590
USEPA (1994) Method 1613 Tetra- through octa-chlorinated dioxins and furans by isotope dilution HRGC/HRMS. EPA/821/B-94-005. U.S. Environmental Protection Agency, Office ofWater, Washington, D.C.
USEPA (1996) Method 3630C silica gel cleanup. Test methods for evaluating solid waste, physical/chemical methods: SW-846. U.S. Environmental Protection Agency, Office of Solid Waste, Washington, D.C.
USEPA (2007) Method 3620C Florisil cleanup. Test methods for evaluating solid waste, physical/chemical methods: SW-846. U.S. Environmental Protection Agency, Office of Solid Waste, Washington, D.C.
Van den Berg ML, Birnbaum L, Bosveld BTC, Brunström B, Cook P, Feeley M, Giesy JP et al. (1998) Toxic equivalency factors (TEFs) for PCBs, PCDDs, PCDFs for humans and wildlife. Environ Health Perspect 106:775–792
Van Metre PC, Mahler BJ, Furlong ET (2000) Urban sprawl leaves it’s PAH signature. Environ Sci Technol 34:4064–4070
Vethaak AD, Jol JG, Meiboom A, Eggens ML, Reinallt T, Wester PW, van der Zande T et al. (1996) Skin and liver diseases induced in flounder (Platichthys flesus) after long-term exposure to contaminated sediments in large-scale mesocosms. Environ Health Perspect 104:1218–1229
Villeneuve DL, Khim JS, Kannan K, Giesy JP (2002) Relative potencies of individual polycyclic aromatic hydrocarbons to induce dioxin-like and estrogenic responses in three cell lines. Environ Toxicol 17:128–137
Wang H, Cheng Z, Liang P, Shao D, Kang Y, Wu S, Wong CK, Wong MH (2010) Characterization of PAHs in surface sediments of aquaculture farms around the Pearl River delta. Ecotox Environ Safe 73:900–906
Wang Z, Fingas M, Sigouin L (2001) Characterization and identification of a “mystery” oil spill from Quebec (1999). J Chromatogr A 909:155–169
Wang Z, Fingas M, Shu YY, Sigouin L, Landriault M, Lambert P, Turpin R, Campagna P, Mullin J (1999) Quantitative characterization of PAHs in burn residue and soot samples and the differentiation of pyrogenic PAHs from petrogenic PAHs – the 1994 mobile burn study. Environ Sci Technol 33:3100–3109
Wepener V, Van Dyk C, Bervoets L, O’Brien G, Covaci A, Cloete Y (2011) An assessment of the influence of multiple stressors on the Vaal River, South Africa. Phys Chem Earth 36:949–962
Wu B, Zhang R, Chen SP, Ford T, Li AM, Zhang XX (2011) Risk assessment of polycyclic aromatic hydrocarbons in aquatic ecosystems. Ecotoxicology 20:1124–1130
Xu J, Yu Y, Wang P, Guo W, Dai S, Sun H (2007) Polycyclic aromatic hydrocarbons in the surface sediments from Yellow River, China. Chemosphere 67:1408–1414
Yunker MB, Macdonald RW, Vingarzan R, Mitchell RH, Goyette D, Sylvestre S (2002) PAHs in the Fraser River Basin: a critical appraisal of PAH ratios as indicators of PAH source and composition. Org Geochem 33:189–515
Zheng B, Wang L, Lei K, Nan B (2016) Distribution and ecological risk assessment of polycyclic aromatic hydrocarbons in water, suspended particle matter and sediment from Daliao River estuary and the adjacent area, China. Chemosphere 149:91–100
Acknowledgements
The authors are grateful for the valuable comments of the reviewers and the editor that lead to the improvement of the manuscript.
Funding
This study was funded by the Water Research Commission of South Africa (WRC, K2/2242/1/16), and the National Research Foundation (Innovation student bursary SF1208219521, and Grant No. 103487). Opinions expressed and conclusions arrived at are those of the authors only, and are not necessarily to be attributed to the NRF.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
This article does not contain any studies with human participants or vertebrate animals performed by any of the authors.
Electronic supplementary material
Rights and permissions
About this article
Cite this article
Pheiffer, W., Quinn, L.P., Bouwman, H. et al. Polycyclic aromatic hydrocarbons (PAHs) in sediments from a typical urban impacted river: application of a comprehensive risk assessment. Ecotoxicology 27, 336–351 (2018). https://doi.org/10.1007/s10646-018-1898-4
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10646-018-1898-4