Abstract
Despite the prevalence of discharge of large volumes of heavy-metal-bearing seawater from coal-fired power plants into adjacent seas, studies on the associated ecological risks remain limited. This study continuously monitored concentrations of seven heavy metals (i.e. As, Cd, Cr, Cu, Hg, Pb, and Zn) in surface seawater near the outfall of a coal-fired power plant in Qingdao, China over three years. The results showed average concentrations of As, Cd, Cr, Cu, Hg, Pb, and Zn of 2.63, 0.33, 2.97, 4.63, 0.008, 0.85, and 25.00 μg/L, respectively. Given the lack of data on metal toxicity to local species, this study investigated species composition and biomass near discharge outfalls and constructed species sensitivity distribution (SSD) curves with biological flora characteristics. Hazardous concentrations for 5% of species (HC5) for As, Cd, Cr, Cu, Hg, Pb, and Zn derived from SSDs constructed from chronic toxicity data for native species were 3.23, 2.22, 0.06, 2.83, 0.66, 4.70, and 11.07 μg/L, respectively. This study further assessed ecological risk of heavy metals by applying the Hazard Quotient (HQ) and Joint Probability Curve (JPC) based on long-term heavy metal exposure data and chronic toxicity data for local species. The results revealed acceptable levels of ecological risk for As, Cd, Hg, and Pb, but unacceptable levels for Cr, Cu, and Zn. The order of studied heavy metals in terms of ecological risk was Cr > Cu ≈ Zn > As > Cd ≈ Pb > Hg. The results of this study can guide the assessment of ecological risk at heavy metal contaminated sites characterized by relatively low heavy metal concentrations and high discharge volumes, such as receiving waters of coal-fired power plant effluents.
Similar content being viewed by others
References
Aldenberg T, Slob W (1993) Confidence-Limits for Hazardous Concentrations Based on Logistically Distributed Noec Toxicity Data. Ecotoxicol Environ Saf 25:48–63. https://doi.org/10.1006/eesa.1993.1006
Álvarez-Ayuso E, Querol X, Tomás A (2006) Environmental impact of a coal combustion-desulphurisation plant: Abatement capacity of desulphurisation process and environmental characterisation of combustion by-products. Chemosphere. 65:2009–2017. https://doi.org/10.1016/j.chemosphere.2006.06.070
Amiard JC, Amiard-Triquet C, Metayer C (1985) Experimental study of bioaccumulation, toxicity and regulation of some trace metals in various estuarine and coastal organisms. In: Salanki J (ed) Heavy metals in water organisms. Akadtmiai Kiadb, Budapest, pp 313–323
Aunela-Tapola L, Hatanpää E, Hoffren H, Laitinen T, Larjava K, Rasila P et al. (1998) A study of trace element behaviour in two modern coal-fired power plants: II. Trace element balances in two plants equipped with semi-dry flue gas desulphurisation facilities. Fuel Processing Technol 55:13–14. https://doi.org/10.1016/S0378-3820(97)00053-2
Caldwell DJ, Mastrocco F, Hutchinson TH, Lange R, Heijerick D, Janssen C, Anderson PD, Sumpter JP (2008) Derivation of an aquatic predicted no-effect concentration for the synthetic hormone, 17 alpha-ethinyl estradiol. Environ Sci Technol 42:7046–7054. https://doi.org/10.1021/es800633q
Chen YW, Liu GJ, Wang L, Kang Y, Yang JL (2008) Occurrence and Fate of Some Trace Elements during Pyrolysis of Yima Coal, China. Energy Fuels 22:3877–3882. https://doi.org/10.1021/ef800485w
Chin WC, Zhuang W, Gao X (2014) Integrated Assessment of Heavy Metal Pollution in the Surface Sediments of the Laizhou Bay and the Coastal Waters of the Zhangzi Island, China: Comparison among Typical Marine Sediment Quality Indices. PLoS ONE 9(4):e94145. https://doi.org/10.1371/journal.pone.0094145
Clarke LB (1993) The Fate of Trace-Elements during Coal Combustion and Gasification, an Overview. Fuel 72:731–736. https://doi.org/10.1016/0016-2361(93)90072-A
Conroy PT, Hunt JW, Anderson BS (1996) Validation of a short-term toxicity test endpoint by comparison with longer-term effects on larval red abaloneHaliotis rufescens. Environ Toxicol Chem 15:1245–1250. https://doi.org/10.1002/etc.5620150733
Córdoba P (2015) Status of Flue Gas Desulphurisation (FGD) systems from coal-fired power plants: Overview of the physic-chemical control processes of wet limestone FGDs. Fuel. 144:274–286. https://doi.org/10.1016/j.fuel.2014.12.065
Debelius B, Forja JM, DelValls Á, Lubián LM (2009) Toxicity and bioaccumulation of copper and lead in five marine microalgae. Ecotoxicol Environ Saf 72:1503–1513. https://doi.org/10.1016/j.ecoenv.2009.04.006
Del Signore A, Hendriks AJ, Lenders HJR, Leuven RSEW, Breure AM (2016) Development and application of the SSD approach in scientific case studies for ecological risk assessment. Environ Toxicol Chem 35:2149–2161. https://doi.org/10.1002/etc.3474
Dong ZX (2011) Jiaozhou Bay water environmental quality assessment and pollution control. Dissertation, Ocean University of China.
Duboudin C, Ciffroy P, Magaud H (2004) Acute-to-chronic species sensitivity distribution extrapolation. Environ Toxicol Chem 23:1774–1785. https://doi.org/10.1002/etc.5620230723
Dunmade I, Madushele N, Adedeji PA, Akinlabi ET (2019) A streamlined life cycle assessment of a coal-fired power plant: the South African case study. Environ Sci Pollut Res 26:18484–18492. https://doi.org/10.1007/s11356-019-05227-6
Dyer SD, Versteeg DJ, Belanger SE, Chaney JG, Mayer FL (2006) Interspecies correlation estimates predict protective environmental concentrations. Environ Sci Technol 40:3102–3111. https://doi.org/10.1021/es051738p
E.E (2003) Commission Technical guidance document on risk assessment. Office for official publications of the European Communities, Luxembourg, 149–150
Feng CL, Wu FC, Dyer SD, Chang H, Zhao XL (2013) Derivation of freshwater quality criteria for zinc using interspecies correlation estimation models to protect aquatic life in China. Chemosphere. 90:1177–1183. https://doi.org/10.1016/j.chemosphere.2012.09.026
Guo J, Yuan DX, Chen JS, Huang YC (2008) lmpact of discharge water from seawater flue gas desulfurization system of coal-fired power plant on the environment of surrounding sea area. Chin J Environ Eng 5:707–711
Heger W, Jung SJ, Martin S, Peter H (1995) Acute and prolonged toxicity to aquatic organisms of new and existing chemicals and pesticides. Chemosphere. 31:2707–2726. https://doi.org/10.1016/0045-6535(95)00127-t
Hose GC, Brink PJVD (2004) Confirming the species-sensitivity distribution concept for endosulfan using laboratory, mesocosm, and field data. Arch Environ Contam Toxicol 47:511–520. https://doi.org/10.1007/s00244-003-3212-5
Hu Y, Sun S, Song X, Ma J, Ru S (2015) Distribution and ecological risk assessment of HCHs and DDTs in surface seawater and sediment of the mariculture area of Jincheng Bay, China. J Ocean Univ China 14:301–308. https://doi.org/10.1007/s11802-015-2303-z
Huo W, Yu Z, Zou J, Song X, Hao J (2001) Outbreak of Skeletonema costatum red tide and its relations to environmental factors in Jiaozhou bay. Oceanologia et Limnologia Sinica 32:311–318. http://europepmc.org/abstract/CBA/348891
Ji GS, Qian HF, Liu GX (2001) A preliminary study on the effect of copper ions on Acartia clausi. Marine Sci Bull 20:92–96
Jin X, Zha J, Xu Y, Wang Z, Kumaran SS (2011) Derivation of aquatic predicted no-effect concentration (PNEC) for 2,4-dichlorophenol: Comparing native species data with non-native species data. Chemosphere. 84:1506–1511. https://doi.org/10.1016/j.chemosphere.2011.04.033
Jin X, Zha J, Xu Y, Giesy JP, Richardson KL, Wang Z (2012) Derivation of predicted no effect concentrations (PNEC) for 2,4,6-trichlorophenol based on Chinese resident species. Chemosphere. 86:17–23. https://doi.org/10.1016/j.chemosphere.2011.08.040
Jin X, Gao J, Zha J, Xu Y, Wang Z, Giesy JP, Richardson KL (2011) A tiered ecological risk assessment of three chlorophenols in Chinese surface waters. Environ Sci Pollut Res 19:1544–1554. https://doi.org/10.1007/s11356-011-0660-8
Jin X, Wang Y, Jin W, Rao K, Giesy JP, Hollert H, Richardson KL, Wang Z (2013) Ecological Risk of Nonylphenol in China Surface Waters Based on Reproductive Fitness. Environ Sci Technol 48:1256–1262. https://doi.org/10.1021/es403781z
Jin X, Wang Z, Wang Y, Lv Y, Rao K, Jin W, Giesy JP, Leung KMY (2015) Do water quality criteria based on nonnative species provide appropriate protection for native species? Environ Toxicol Chem 34:1793–1798. https://doi.org/10.1002/etc.2985
Klimisch HJ, Andreae M, Tillmann U (1997) A systematic approach for evaluating the quality of experimental toxicological and ecotoxicological data. Regul Toxicol Pharmacol 25:1–5. https://doi.org/10.1006/rtph.1996.1076
Lee CY, Liu D, Su WC (2009) Seasonal and Spatial Variations in the Planktonic Copepod Community of Ilan Bay and Adjacent Kuroshio Waters off Northeastern Taiwan. Zoological Studie 48:151–161
Liu XY, Sun LM, Yuan DX, Yin L, Chen J, Liu Y, Liu C, Liang Y, Lin F (2011) Mercury distribution in seawater discharged from a coal-fired power plant equipped with a seawater flue gas desulfurization system. Environ Sci Pollut Res 18:1324–1332. https://doi.org/10.1007/s11356-011-0486-4
Maltby L, Blake N, Brock TCM, Brink PJVD (2002) Addressing interspecific variation in sensitivity and the potential to reduce this source of uncertainty in ecotoxicological assessments. UK Department for Environment, Food and Rural Affairs, London (UK); DEFRA project code: PN0932.
Meer CVD, Teunissen C, Boog TFM (1988) Toxicity of sodium chromate and 3,4-dichloroaniline to crustaceans. Bull Environ Contam Toxicol 40(2):204–211. https://doi.org/10.1007/bf01881040
Mu J, Wang J, Wang Y, Cong Y, Zhang Z (2014) Probabilistic ecological risk assessment of cadmium in the Bohai Sea using native saltwater species. Acta Oceanologica Sinica 33:212–221. https://doi.org/10.1007/s13131-014-0575-6
Pennington DW (2003) Extrapolating ecotoxicological measures from small data sets. Ecotoxicol Environ Saf 56:238–250. https://doi.org/10.1016/s0147-6513(02)00089-1
Posthuma L, Suter WG, Trass PT (2002) Species sensitivity distributions in ecotoxicology. Lewis Publishers, Boca Raton
Radojević M (1989) The use of seawater for flue gas desulphurisation. Environ Technol Lett 10:71–76. https://doi.org/10.1080/09593338909384719
Reish DJ, LeMay JA (1991) Toxicity and bioconcentration of metals and organic compounds by Polychaeta. Ophelia Supplement. 5:653–660. https://eurekamag.com/research/022/021/022021070.php
Seth R, Webster E, Mackay D (2008) Continued development of a mass balance model of chemical fate in a sewage treatment plant. Water Res 42:595–604. https://doi.org/10.1016/j.watres.2007.08.004
Smith MD, Knapp AK (2003) Dominant species maintain ecosystem function with non-random species loss. Ecol Lett 6:509–517. https://doi.org/10.1046/j.1461-0248.2003.00454.x
Solomon K, Giesy J, Jones P (2000) Probabilistic risk assessment of agrochemicals in the environment. Crop Protection 19:649–655
Staples CA, Woodburn KB, Klecka GM, Mihaich EM, Hall AT, Ortego L, Caspers N, Hentges SG (2008) Comparison of four species sensitivity distribution methods to calculate predicted no effect concentrations for Bisphenol A. Human Ecol Risk Assess 14:455–478. https://doi.org/10.1080/10807030802074170
Straalen NMV (2001) Theory of ecological risk assessment based on species sensitivity distributions. In: Posthuma L, Suter WG, Trass PT (eds) Species sensitivity distributions in ecotoxicology. Lewis Publishers. Boca Raton, pp 61–72
Sun L, Feng L, Yuan D, Lin S, Huang S, Gao L, Zhu Y (2013) The extent of the influence and flux estimation of volatile mercury from the aeration pool in a typical coal-fired power plant equipped with a seawater flue gas desulfurization system. Sci Total Environ 444:559–564. https://doi.org/10.1016/j.scitotenv.2012.11.101
Taylor MRG, Heaton R, Baty R (1989) The Impact of flue-gas desulphurization on the water environment. Water Environ J 3:227–234. https://doi.org/10.1111/j.1747-6593.1989.tb01517.x
United States Environmental Protection Agency (1985) Guidelines for Deriving Numerical National Water Quality Criteria for the Protection of Aquatic Organisms and Their Uses. US Environmental Protection Agency, Washington D C. National Technical Information Service Accession No.: PB85-227049.
United States Environmental Protection Agency (2007) Method 1631: Mercury in Water by Oxidation, Purge and Trap, and Cold Vapor Atomic Fluorescence Spectrometry. US Environmental Protection Agency, Washington D C
United States Environmental Protection Agency (2023) ECOTOXicology Knowledgebase. http://cfpub.epa.gov/ecotox/.
Untersee S, Pechenik JA (2007) Local adaptation and maternal effects in two species of marine gastropod (genus Crepidula) that differ in dispersal potential. Marine Ecol Progr Ser 347:79–85. https://doi.org/10.3354/meps07063
Vidal F, Ollero P, Ortiz FJG, Villanueva A (2007) Catalytic Seawater flue gas desulfurization process: an experimental pilot plant study. Environ Sci Technol 41:7114–7119. https://doi.org/10.1021/es0706899
Wang B, Yu G, Huang J, Yu Y, Hu H, Wang L (2008) Tiered aquatic ecological risk assessment of organochlorine pesticides and their mixture in Jiangsu reach of Huaihe River, China. Environm Monitoring Assess 157:29–42. https://doi.org/10.1007/s10661-008-0512-2
Wang XL, Tao S, Dawson RW, Xu FL (2002) Characterizing and comparing risks of polycyclic aromatic hydrocarbons in a Tianjin wastewater-irrigated area. Environ Res 90:201–206
Wang YP, Ji L, Shi GL, Ru SG (2014) A preliminary study of the impact of discharge water from seawater flue gas desulphurization on the ecological environment of surrounding sea area. Periodical of Ocean University of China 5:61–68. https://doi.org/10.16441/j.cnki.hdxb.2014.05.009
Wu F, Mu Y, Chang H, Zhao X, Giesy JP, Wu KB (2012) Predicting Water Quality Criteria for Protecting Aquatic Life from Physicochemical Properties of Metals or Metalloids. Environ Sci Technol 47:446–453. https://doi.org/10.1021/es303309h
Xu FL, Li YL, Wang Y, He W, Kong XZ, Qin N, Liu WX, Wu WJ, Jorgensen SE (2015) Key issues for the development and application of the species sensitivity distribution (SSD) model for ecological risk assessment. Ecol Indicators 54:227–237. https://doi.org/10.1016/j.ecolind.2015.02.001
Zhai L, Han DY, Fu DJ, Zhang JL, Xue Y (2014) Fish community structure and the relationship with environmental factors in Jiaozhou Bay and adjacent waters. J Fishery Sci China 21:810–821. https://doi.org/10.3724/SP.J.1118.2014.00810
Zhao J, Chen B (2016) Species sensitivity distribution for chlorpyrifos to aquatic organisms: model choice and sample size. Ecotoxicol Environ Saf 125:161–169. https://doi.org/10.1016/j.ecoenv.2015.11.039
Zhou LJ, Feng J, Liu JN, Shi LL, Wang JK (2015) Models of exposure prediction for chemicals in the sewage treatment plant: a review. Environ Sci Technol 38:68–74. https://doi.org/10.3969/j.issn.1003-6504.2015.08.013
Zolezzi M, Cattaneo C, Tarazona JV (2005) Probabilistic ecological risk assessment of 1,2,4-trichlorobenzene at a former industrial contaminated site. Environ Sci Technol 39:2920–2926
Zuñiga M, Vallejos P, Larraín A, Bay-Schmith E (2003) Toxicity of copper on four Chilean marine mussels. Bull Environ Contam Toxicol. 71. https://doi.org/10.1007/s00128-003-8248-8.
Acknowledgements
This research was supported by the Shandong Provincial Natural Science Foundation, China (No. ZR2014DZ001) and National Marine Public Welfare Research Project (No. 2013418043).
Author contributions
All authors contributed to the study conception and design. Methodology and data analysis were performed by YF. Material preparation was performed by ZZ. Data collection and was performed by YR, JW, XZ, HT and SL. The first draft of the manuscript was written by YF. ZZ and SR gave review and editing. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Supplementary Information
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Feng, Y., Ru, Y., Wang, J. et al. Ecological risk assessment of heavy metals in desulfurized seawater discharged from a coal-fired power plant in Qingdao. Ecotoxicology 33, 239–252 (2024). https://doi.org/10.1007/s10646-024-02735-1
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10646-024-02735-1