Three decades of trace element sediment contamination: The mining of governmental databases and the need to address hidden sources for clean and healthy seas
[en] Trace elements (TEs) frequently contaminate coastal marine sediments with many included in priority chemical lists or control legislation. These, improved waste treatment and increased recycling have fostered the belief that TE pollution is declining. Nevertheless, there is a paucity of long-term robust datasets to support this confidence. By mining UK datasets (100s of sites, 31 years), we assess sediment concentrations of arsenic (As), cadmium (Cd), chromium (Cr), copper (Cu), iron (Fe), mercury (Hg), nickel (Ni), lead (Pb) and zinc (Zn) and use indices (PI [Pollution], TEPI [Trace Element Pollution] and Igeo [Geoaccumulation]) to assess TE pollution evolution. PI and TEPI show reductions of overall TE pollution in the 1980s then incremental improvements followed by a distinct increase (2010–13). Zn, As and Pb Igeo scores show low pollution, whilst Cd and Hg are moderate, but with all remaining temporally stable. Igeo scores are low for Ni, Fe and Cr, but increasing for Ni and Fe. A moderate pollution Igeo score for Cu has also steadily increased since the mid-1990s. Increasing site trends are not universal and, conversely, minimal temporal change masks some site-specific increases and decreases. To capture this variability we strongly advocate embedding sufficient sentinel sites within observation networks. Decreasing sediment pollution levels (e.g. Pb and Hg) have been achieved, but stabilizing Igeo and recently increasing TEPI and PI scores require continued global vigilance. Increasing Ni and Fe Igeo scores necessitate source identification, but this is a priority for Cu. Local, regional and world analyses indicate substantial ‘hidden’ inputs from anti-fouling paints (Cu, Zn), ship scrubbers (Cu, Zn, Ni) and sacrificial anodes (Zn) that are also predicted to increase markedly. Accurate TE input assessments and targeted legislation are, therefore, urgently required, especially in the context of rapid blue economic growth (e.g. shipping).
Research center :
Institute of Marine Sciences, University of Portsmouth
Disciplines :
Earth sciences & physical geography
Author, co-author :
Richir, Jonathan ; Université de Liège - ULiège > Département d'astrophys., géophysique et océanographie (AGO) > Chemical Oceanography Unit (COU)
Bray, Simon
McAleese, Tom
Watson, Gordon
Language :
English
Title :
Three decades of trace element sediment contamination: The mining of governmental databases and the need to address hidden sources for clean and healthy seas
Publication date :
03 February 2021
Journal title :
Environment International
ISSN :
0160-4120
eISSN :
1873-6750
Publisher :
Elsevier, United Kingdom
Volume :
149
Pages :
106362
Peer reviewed :
Peer Reviewed verified by ORBi
Name of the research project :
Channel Catchments Cluster (3C) programme
Funders :
FEDER - Fonds Européen de Développement Régional [BE]
Amara, I., Miled, W., Slama, R.B., Ladhari, N., Antifouling processes and toxicity effects of antifouling paints on marine environment: a review. Environ. Toxicology and Pharm. 57 (2018), 115–130.
Bengtsson, H., 2020. matrixStats: Functions that Apply to Rows and Columns of Matrices (and to Vectors). R package version 0.56.0. https://CRAN.R-project.org/package=matrixStats.
Bergman, K., Ziegler, F., Environmental impacts of alternative antifouling methods and use patterns of leisure boat owners. Int. J. Life Cycle Ass. 24 (2019), 725–734.
Beyer, J., Green, N.W., Brooks, S., Allan, I.J., Ruus, A., Gomes, T., Bråte, I.L.N., Schøyen, M., Blue mussels (Mytilus edulis spp.) as sentinel organisms in coastal pollution monitoring: a review. Mar. Env. Res. 130 (2017), 338–365.
Bhuiyan, M.K.A., Qureshi, S., Billah, M.M., Kammella, S.V., Alam, M.R., Ray, S., Monwar, M.M., Abu Hena, M.K., Distribution of trace metals in channel sediment: a case study in south Atlantic coast of Spain. Water Air Soil Pollut. 229 (2018), 1–14.
Birch, G.F., Determination of sediment metal background concentrations and enrichment in marine environments–a critical review. Science of Tot. Environ. 580 (2017), 813–831.
Borchers, H.W., 2019. pracma: Practical Numerical Math Functions. R package version 2.2.9. https://CRAN.R-project.org/package=pracma.
Boxall, A.B.A., Comber, S.D., Conrad, A.U., Howcroft, J., Zaman, N., Inputs, monitoring and fate modelling of antifouling biocides in UK estuaries. Mar. Pollut. Bull. 40 (2000), 898–905.
Brady, J.P., Ayoko, G.A., Martens, W.N., Goonetilleke, A., Development of a hybrid pollution index for heavy metals in marine and coastal sediments. Environ. Monit. Assess., 187, 2015, 306.
Bryan, G.W., Langston, W.J., Bioavailability, accumulation and effects of heavy-metals in sediments with special reference to United Kingdom Estuaries - a review. Environ. Pollut. 76 (1992), 89–131.
Cade, B.S., Noon, B.R., A gentle introduction to quantile regression for ecologists. Front. Ecol. Environ. 1 (2003), 412–420.
Caplat, C., Texier, H., Barillier, D., Lelievre, C., Heavy metal mobility in harbour contaminated sediments: the case of Port-en-Bessin. Mar. Pollut. Bull. 50 (2005), 504–511.
CCME, 2001. Canadian Council of Ministers of the Environment. Canadian sediment quality guidelines for the protection of aquatic life: Summary tables. Updated. In: Canadian environmental quality guidelines, 1999, Canadian Council of Ministers of the Environment, Winnipeg.
Celis-Hernandez, O., Rosales-Hoz, L., Cundy, A.B., Carranza-Edwards, A., Croudace, I.W., Hernandez-Hernandez, H., Historical trace element accumulation in marine sediments from the Tamaulipas shelf, Gulf of Mexico: an assessment of natural vs. anthropogenic inputs. Science of Tot. Environ. 622–623 (2018), 325–326.
Cempel, M., Nikel, G., Nickel: a review of its sources and environmental toxicology. Pol. J. Environ. Stud. 15 (2006), 375–382.
Cefas, 2012. CSEMP Green Book. ( http://cefas.defra.gov.uk/media/510362/greenbookv15.pdf).
Cheng, H., Zhou, T., Lui, Q., Lu, L., Lin, C., Anthropogenic chromium emission in China from 1990 to 2009. Plos one, 9, 2014, e87753.
Clayton, G.D., Clayton, F.E., 1981. Patty's Industrial Hygiene and Toxicology. Vol. 2A. Toxicology. John Wiley & Sons, Inc., UK, pp. 1467–2878.
Cook, J.M., Gardner, M.J., Griffiths, A.H., Jessep, M.A., Ravenscroft, J.E., Yates, R., The comparability of sample digestion techniques for the determination of metals in sediments. Mar. Pollut. Bull. 34 (1997), 637–644.
Cope, S., Hines, E., Bland, R., Davis, J.D., Tougher, B., Zetterlind, V., Application of a new shore-based vessel traffic monitoring system within San Francisco Bay. Front. Mar. Sci., 7, 2020, 86.
Cossa, D., Fanget, A.S., Chiffoleau, J.F., Bassetti, M.A., Buscail, R., Dennielou, B., Briggs, K., Arnaud, M., Guédron, S., Berné, S., Chronology and sources of trace elements accumulation in the Rhône pro-delta sediments (Northwestern Mediterranean) during the last 400 years. Prog. Oceanog. 163 (2018), 161–171.
Davis, A.P., Shokouhian, M., Ni, S., Loading estimates of lead, copper, cadmium, and zinc in urban runoff from specific sources. Chemosphere 44 (2001), 997–1009.
DeForest, D.K., Schlekat, C.E., Species sensitivity distribution evaluation for chronic nickel toxicity to marine organisms. Integr. Environ. Asses. 9 (2013), 580–589.
Defra and BEIS. via naei.beis.gov.uk (accessed 2019).
Duan, J., Tan, J., Atmospheric heavy metals and arsenic in China: situation, sources and control policies. Atmos. Environ. 74 (2013), 93–110.
Dung, T.T.T., Cappuyns, V., Swennen, R., Phung, N.K., From geochemical background determination to pollution assessment of heavy metals in sediments and soils. Rev. Environ. Sci. Bio. 12 (2013), 335–353.
EEA, 2019. Contaminants in Europe's seas. Moving towards a clean, non-toxic marine environment: Report by the European Environment Agency, pp.61.
EU, 2000. Directive 2000/60/EC of the European Parliament and of the Council of 23 October 2000 establishing a framework for Community action in the field of water policy as amended by Decision 2455/2001/EC and Directives 2008/32/EC, 2008/105/EC and 2009/31/EC.
Farrington, J.W., Tripp, B.W., Tanabe, S., Subramanian, A., Sericano, J.L., Wade, T.L., Knap, A.H., Edward D. Goldberg's proposal of “the mussel watch”: reflections after 40 years. Mar. Pollut. Bull. 110 (2016), 501–510.
Faust, J.A., Junninen, H., Ehn, M., Chen, X., Ruusuvuori, K., Kieloaho, A.J., Back, J., Ojala, A., Jokinen, T., Worsnop, D.R., Kulmala, M., Real-time detection of arsenic cations from ambient air in boreal forest and lake environments. Environ. Sci. Technol. Lett. 3 (2016), 42–46.
GESAMP, 2015. IMO/FAO/UNESO-IOC/UNIDO/WMO/IAEA/UNEP Joint group of experts on the Scientific Aspects of Marine Environmental Protection. Pollution in the Open Oceans 2009–2013 – a report by a GESAMP Task TEAM. Boelens R. and Kershaw P.J. 91, 87.
Gosling, E., The Mussel Mytilus: Ecology, Physiology, Genetics and Culture. 1992, Elsevier, Netherlands, 602.
Hall, G.E., Determination of trace elements in sediments. Manual of Physico-Chemical Analysis of Aquatic Sediments, 2017, Routledge, UK, 85–145.
Harmens, H., Norris, D.A., Koerber, G.R., Buse, A., Steinnes, E., Rühling, Å., Temporal trends in the concentration of arsenic, chromium, copper, iron, nickel, vanadium and zinc in mosses across Europe between 1990 and 2000. Atmos. Environ. 41 (2007), 6673–6687.
Hassan, R., Scholes, R., Ash, N. (Eds.), 2005. Ecosystems and human well-being: current state and trends, Vol. 1 USA.
Hawkins, S.J., Firth, L.B., McHugh, M., Poloczanska, E.S., Herbert, R.J., Burrows, M.T., Kendall, M.A., Moore, P.J., Thompson, R.C., Jenkins, S.R., Sims, D.W., Data rescue and re-use: recycling old information to address new policy concerns. Mar. Pol. 42 (2013), 91–98.
Haynes, D., Toohey, D., Clarke, D., Marney, D., Temporal and spatial variation in concentrations of trace metals in coastal sediments from the Ninety Mile Beach, Victoria, Australia. Mar. Pollut. Bull. 30 (1995), 414–418.
Hübner, R., Astin, K.B., Herbert, R.J., Comparison of sediment quality guidelines (SQGs) for the assessment of metal contamination in marine and estuarine environments. J. Environ. Monitor. 11 (2009), 713–722.
IMO, 2008b. Guidelines for Exhaust Gas Cleaning Systems, Resolution MEPC, 170(57). http://www.imo.org/blast/blastDataHelper.asp?data_id=22480&filename=170(57).pdf.
Ilyin, I., Travnikov, O., Aas, W., 2006. Heavy metals: trans-boundary pollution of the environment. EMEP/MSC-EStatus Report 2/2006, Meteorological Synthesizing Centre-East, Moscow, Russian Federation.
Ito, A., Atmospheric processing of combustion aerosols as a source of bioavailable iron. Environ. Sci. Technol. Lett. 2 (2015), 70–75.
Jensen, J., Larsen, M.M., Bak, J., National monitoring study in Denmark finds increased and critical levels of copper and zinc in arable soils fertilized with pig slurry. Environ. Pollut. 214 (2016), 334–340.
Johnson, A.C., Donnachie, R.L., Sumpter, J.P., Jürgens, M.D., Moeckel, C., Pereira, M.G., An alternative approach to risk rank chemicals on the threat they pose to the aquatic environment. Sci. Total Environ. 599 (2017), 1372–1381.
Johnstone, K.M., Rainbow, P.S., Clark, P.F., Smith, B.D., Morritt, D., Trace metal bioavailabilities in the Thames estuary: continuing decline in the 21st century. J. Mar. Biol. ass. UK 96 (2016), 205–216.
Kalnejais, L.H., Martin, W.R., Bothner, M.H., The release of dissolved nutrients and metals from coastal sediments due to resuspension. Mar. Chem. 121 (2010), 224–235.
Kang, X., Song, J., Yuan, H., Li, X., Li, N., Duan, L., Historical trends of anthropogenic metals in sediments of Jiaozhou Bay over the last century. Mar. Pollut. Bull. 135 (2018), 176–182.
Koenker, R., Bassett, G., Regression quantiles. Econometrica 46 (1978), 33–50.
Koenker, R., 2019. Quantreg: Quantile Regression. R package version 5.54. https://CRAN.R-project.org/package=quantreg.
Legorburu, I., Galparsoro, I., Larreta, J., Germán Rodríguez, J., Borja, A., Spatial distribution of metal accumulation areas on the continental shelf of the Basque Country (Bay of Biscay): a GIS-based approach. Estuar. Coast. Shelf Sci. 134 (2013), 162–173.
Liu, S., Liu, Y., Yang, D., Li, C., Zhao, Y., Ma, H., Luo, X., Lu, S., Trace elements in shellfish from Shenzhen, China: implication of coastal water pollution and human exposure. Environ. Pollut., 263, 2020, 114582.
Moreda-Piñeiro, A., Marcos, A., Fisher, A., Hill, S.J., Evaluation of the effect of data pre-treatment procedures on classical pattern recognition and principal components analysis: a case study for the geographical classification of tea. J. Environ. Monit. 3 (2001), 352–360.
Myriokefalitakis, S., Daskalakis, N., Mihalopoulos, N., Baker, A.R., Nenes, A., Kanakidou, M., Changes in dissolved iron deposition to the oceans driven by human activity: a 3-D global modelling study. Biogeosciences 12 (2015), 3973–3992.
Naidu, A.S., Blanchard, A.L., Misra, D., Trefry, J.H., Dsaher, D.H., Kelley, J.J., Venkatesan, M.I., Historical changes in trace metals and hydrocarbons in nearshore sediments, Alaskan Beaufort Sea, prior and subsequent to petroleum-related industrial development: Part 1. trace metals. Mar. Pollut. Bull. 64 (2012), 2177–2189.
Nemerow, N.L., 1991. Stream, Lake, Estuary, and Ocean Pollution. United States, New York.
OECD, 2016. The Ocean Economy in 2030. OECD Publishing, Paris. http://dx.doi.org/10.1787/9789264251724-en.
Obrist, D., Kirk, J.L., Zhang, L., Sunderland, E.M., Jiskra, M., Selin, N.E., A review of global environmental mercury processes in response to human and natural perturbations: Changes of emissions, climate, and land use. Ambio 47 (2018), 116–140.
OSPAR, 2008. Towards cessation target: emissions, discharges and losses of OSPAR chemicals identified for priority action. OSPAR Commission 2008. https://www.ospar.org/work-areas/hasec/.
OSPAR, 2015. Levels and trends in marine contaminants and their biological effects- CEMP assessment report 2014. OSPAR Commission 2015. https://www.ospar.org/work-areas/hasec.
OSPAR, Metals in Sediment and Biota: Status and Trend of Copper Burden. 2016, OSPAR Commission https://www.ospar.org/work-areas/hasec.
OSPAR, 2019a. Levels and trends in marine contaminants and their biological effects - CEMP assessment report 2018. OSPAR Commission 2019. https://www.ospar.org/work-areas/hasec.
OSPAR, 2019b. Riverine inputs and direct discharges to convention waters. OSPAR Contracting Parties’ RID 207 data report. OSPAR Commission 2017. https://www.ospar.org/work-areas/hasec.
OSPAR, 2019c. Comprehensive atmospheric Monitoring Programme: deposition of air pollutants around the North Sea and North-East Atlantic in 2015. OSPAR Commission 2017. https://www.ospar.org/work-areas/hasec.
Pacyna, E.G., Pacyna, J.M., Fudala, J., Strzelecka-Jastrzab, E., Hlawiczka, S., Panasiuk, D., Nitter, S., Pregger, T., Pfeiffer, H., Friedrich, R., Current and future emissions of selected heavy metals to the atmosphere from anthropogenic sources in Europe. Atmos. Environ. 41 (2007), 8557–8566.
Pacyna, J.M., Pacyna, E.G., Aas, W., Changes of emissions and atmospheric deposition of mercury, lead and cadmium. Atmos. Environ. 43 (2009), 117–127.
Pan, K., Wang, W.-X., Trace metal contamination in estuarine and coastal environments in China. Sci. Total Environ. 421–422 (2012), 3–16.
Peltier, R.E., Lippmann, M., Residual oil combustion: 2. Distributions of airborne nickel and vanadium within New York City. J. Expo. Sci. Environ. Epidemiol. 20 (2010), 342–350.
Qian, Y., Zhang, W., Yu, L., Feng, H., Metal pollution in coastal sediments. Curr. Pollut. Rep. 1 (2015), 203–219.
Qingjie, G., Jun, D., Yunchuan, X., Qingfei, W., Liqiang, Y., Calculating pollution indices by heavy metals in ecological geochemistry assessment and a case study in parks of Beijing. J. China Univ. Geosci. 19 (2008), 230–241.
Raimundo, J., Pereira, P., Caetano, M., Cabrita, M.T., Vale, C., Decrease of Zn, Cd and Pb concentrations in marine fish species over a decade as response to reduction of anthropogenic inputs: the example of the Tagus estuary. Mar. Pollut. Bull. 62 (2011), 2854–2858.
Rainbow, P.S., 2018. Trace metals in the environment and living organisms. The British isles as a case study. Cambridge University Press, UK. pp.742.
Rainbow, P.S., Kriefman, S., Smith, B.D., Luoma, S.N., Have the bioavailabilities of trace metals to a suite of biomonitors changed over three decades in SW England estuaries historically affected by mining?. Sci. Total Environ. 409 (2011), 1589–1602.
Rees, A.B., Gallagher, A., Wright, L.A., Wood, J., Cathery, T., Harrison, B., Down, C., Comber, S., Leisure craft sacrificial anodes as a source of zinc and cadmium to saline waters. Mar. Pollut. Bull., 158, 2020, 111433.
Rees, A.B., Gallagher, A., Comber, S., Wright, L.A., An analysis of variable dissolution rates of sacrificial zinc anodes: a case study of the Hamble estuary, UK. Environ. Sci. Pollut. Res. 24 (2017), 21422–21433.
Ribeiro, C., Couto, C., Ribeiro, A.R., Maia, A.S., Santos, M., Tiiritan, M.E., Pinto, E., Almeida, A.A., Distribution and environmental assessment of trace elements contamination of water, sediments and flora from Douro River estuary, Portugal. Sci. Total Environ. 639 (2018), 1381–1393.
Richir, J., Gobert, S., A reassessment of the use of Posidonia oceanica and Mytilus galloprovincialis to biomonitor the coastal pollution of trace elements: new tools and tips. Mar. Pollut. Bull. 89 (2014), 390–406.
Richir, J., Salivas-Decaux, M., Lafabrie, C., Royo, C.L., Gobert, S., Pergent, G., Pergent-Martini, C., Bioassessment of trace element contamination of Mediterranean coastal waters using the seagrass Posidonia oceanica. J. Environ. Manage. 151 (2015), 486–499.
Richmond, B., Misra, A., Broomfield, M., Brown, P., Karagianni, E., Murrells, T., Pang, Y., Passant, N., Pearson, B., Stewart, R., Thistlethwaite, G., Wakeling, D., Walker, C., Wiltshire, J., Hobson, M., Gibbs, M. Misselbrook, T. Dragosits, U., Tomlinson, S., 2020. UK Informative Inventory Report (1990 to 2018). pp.318.
R Core Team, R: A language and environment for statistical computing. 2020, R Foundation for Statistical Computing, Vienna, Austria https://www.R-project.org/.
RStudio Team, RStudio: Integrated Development for R. 2019, RStudio Inc, Boston, MA http://www.rstudio.com/.
Rusiecka, D., Gledhill, M., Milne, A., Achterberg, E.P., Annett, A.L., Atkinson, S., Birchill, A., Karstensen, J., Lohan, M., Mariez, C., Middag, R., Rolison, J.M., Tanhua, T., Ussher, S., Connelly, D., Anthropogenic signatures of lead in the Northeast Atlantic. Geophys. Res. Lett. 45 (2018), 2734–2743.
She, J., Muñiz Piniella, Á., Benedetti-Cecchi, L., Boehme, L., Boero, F., Christensen, A., Crowe, T.P., Darecki, M., Garcia, E.N., Grémare, A.J., Hernandez, F., Tarmo, K., Kromkamp, J., Petihakis, G., Sousa-Pinto, I., Reissmann, J.H., Tuomi, L., Zingone, A., An integrated approach to coastal and biological observations. Front. Mar. Sci., 6, 2019, 314.
Simpson, S.L., Batley, G.B., Chariton, A.A., 2013. Revision of the ANZECC/ARMCANZ sediment Quality Guidelines. CSIRO Land and Water Science Report 08/07. CSIRO Land and Water, Australia, pp.121.
Smetacek, V., Zingone, A., Green and golden tides on the rise. Nature 504 (2013), 84–88.
Smetacek, V., Klaas, C., Strass, V.H., Assmy, P., Montresor, M., Cisewski, B., Savoye, N., Webb, A., d'Ovidio, F., Arrieta, J.M., Bathmann, U., Deep carbon export from a Southern Ocean iron-fertilized diatom bloom. Nature, 487, 2012, 313.
Strincone, M., Fino, A., Cattani, G., Catrambone, M., Pirrone, N., 2013. Emissions, air concentrations and atmospheric depositions of arsenic, cadmium, lead and nickel in Italy in the last two decades: a review of recent trends in relation to policy strategies adopted locally, regionally and globally. In: E3S Web of Conferences, vol. 1. EDP Sciences, p. 38003.
Tappin, A.D., Millward, G.E., The English Channel: contamination status of its transitional and coastal waters. Mar. Pollut. Bull. 95 (2015), 529–550.
Tomlinson, D.L., Wilson, J.G., Harris, C.R., Jeffrey, D.W., Problems in the assessment of heavy-metal levels in estuaries and the formation of a pollution index. Helgoländer Meeresunters 33 (1980), 566–575.
Tornero, V., Hanke, G., Chemical contaminants entering the marine environment from sea-based sources: a review with a focus on European seas. Mar. Pollut. Bull. 112 (2016), 17–38.
Traven, L., Furlan, N., Cenov, A., Historical trends (1998–2012) of nickel (Ni), copper (Cu) and chromium (Cr) concentrations in marine sediments at four locations in the Northern Adriatic Sea. Mar. Pollut. Bull. 98 (2015), 289–294.
Turner, D.R., Hassellov, I.-M., Rutgersson, A., Shipping and the environment: smokestack emissions, scrubbers and unregulated oceanic consequences. Elementa Sci. Anth., 5, 2017, 45.
US EPA, 2015. Priority pollutant list, published at 40 CFR Part 423, Appendix A. https://www.epa.gov/sites/production/files/2015-09/documents/priority-pollutant-list-epa.pdf.
US EPA, 1991. Regional guidance on handling chemical concentration data near the detection limit in risk assessments. https://www.epa.gov/risk/regional-guidance-handling-chemical-concentration-data-near-detection-limit-risk-assessments.
Watson, S.C., Preston, J., Beaumont, N.J., Watson, G.J., Assessing the natural capital value of water quality and climate regulation in temperate marine systems using a EUNIS biotope classification approach. Sci. Tot. Environ., 744, 2020, 140688.
Wickham, H., François, R., Henry, L., Müller, K., 2020. dplyr: A Grammar of Data Manipulation. R package version 0.8.5. https://CRAN.R-project.org/package=dplyr.
Wickham, H., Henry, L., 2020. tidyr: Tidy Messy Data. R package version 1.0.2. https://CRAN.R-project.org/package=tidyr.
Wickham, H., 2019. stringr: Simple, Consistent Wrappers for Common String Operations. R package version 1.4.0. https://CRAN.R-project.org/package=stringr.
Xiangdong, I., Zhenguo, S., Ony, W.H.W., Yok-Sheung, L., Chemical forms of Pb, Zn and Cu in the sediments profiles of the Pearl River Estuary. Mar. Pollut. Bull. 42 (2001), 215–223.
Xiao, Q., Li, M., Liu, H., Fu, M., Deng, F., Lv, Z., Man, H., Jin, X., Liu, S., He, K., Characteristics of marine shipping emissions at berth: profiles for particulate matter and volatile organic compounds. Atmos. Chem. Phys. 18 (2018), 9527–9545.
Yim, W.W.-S., Heavy metal accumulation in estuarine sediments in a historical mining of Cornwall. Mar. Pollut. Bull. 7:8 (1976), 147–150.
Zhao, M., Zhang, Y., Ma, W., Fu, Q., Yang, X., Li, C., Zhou, B., Yu, Q., Chen, L., Characteristics and ship traffic source identification of air pollutants in China's largest port. Atmos. Environ. 64 (2013), 277–286.