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Spatiotemporal variability of microplastics in Muskoka-Haliburton headwater lakes, Ontario, Canada

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Abstract

Microplastics (mp) are a growing environmental concern due to their ubiquity in terrestrial and aquatic environments. Nonetheless, there is limited knowledge on their abundance in lakes in rural areas. In this study, we surveyed 14 headwater lakes in Muskoka-Haliburton, Ontario, to assess the spatial and temporal variability of microplastics. The average microplastic concentration across the study lakes was 1.78 mp/L during May–June 2019, with limited spatial variability (coefficient of variation = 22%). Further, microplastic abundance was weakly correlated with lake area (rs: 0.469), the number of shoreline residences (rs: 0.399), and watershed area (rs: 0.350), suggesting that diffusive inputs, such as atmospheric deposition, were the dominant source of microplastics to the study lakes. In contrast, microplastics showed a distinct temporal (seasonal) variability, as the average concentration in August 2019 (0.91 mp/L) was significantly lower (p < 0.05) compared with May and June 2019. While microplastic abundance was generally higher in the metalimnion (0.70 mp/L) and epilimnion (0.67 mp/L), there was no significant difference by stratified layer. The annual percent removal of microplastics in lake sediment was estimated to be 14%, suggesting that for most of the study lakes, sediment burial was not a dominant sink for microplastics. Effective management of microplastic pollution requires an understanding of the nexus between microplastics in the atmosphere, lake water, and sediment. In rural areas, microplastic abundance appears to be dominated by atmospheric inputs, suggesting limited need for spatial monitoring. Temporal monitoring, however, is required to understand seasonal changes and long-term trends in microplastic abundance and delivery.

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References

  • Allen S, Allen D, Phoenix VR, Le Roux G, Durántez Jiménez P, Simonneau A, Binet S, Galop D (2019) Atmospheric transport and deposition of microplastics in a remote mountain catchment. Nat Geosci 12:339–344

    Article  Google Scholar 

  • Ambrosini R, Azzoni RS, Pittino F, Diolaiuti G, Franzetti A, Parolini M (2019) First evidence of microplastic contamination in the supraglacial debris of an alpine glacier. Environ Pollut 253:297–301

    Article  Google Scholar 

  • Anderson PJ, Warrack S, Langen V, Challis JK, Hanson ML, Rennie D (2017) Microplastic contamination in Lake Winnipeg, Canada. Environ Pollut 225:223–231

    Article  Google Scholar 

  • Baldwin AK, Corsi SR, Mason SA (2016) Plastic debris in 29 Great Lake tributaries: relations to watershed attributes and hydrology. Environ Sci Technol 50:10377–10385

    Article  Google Scholar 

  • Baldwin AK, Spanjer AR, Rosen MR, Thom T (2020) Microplastics in Lake Mead National Recreation Area, USA: occurrence and biological uptake. PLoS ONE 15:1–20

    Article  Google Scholar 

  • Ballent A, Corcoran PL, Madden O, Helm PA, Longstaffe FJ (2016) Sources and sinks of microplastics in Canadian Lake Ontario nearshore, tributary and beach sediments. Mar Pollut Bull 110:383–395

    Article  Google Scholar 

  • Bergmann M, Mutzel S, Primple S, Tekman MB, Trachsel J, Gerdts G (2019) White and wonderful? Microplastics prevail in snow from the Alps to the Arctic. Sci Adv 5:1–10

    Article  Google Scholar 

  • Cai L, Wang J, Peng J, Tan Z, Zhan Z, Tan X, Chen Q (2017) Characteristics of microplastics in the atmospheric fallout from Dongguan city, China: preliminary research and first evidence. Environ Sci Pollut Res 24:24928–24935

    Article  Google Scholar 

  • Carlin J, Craig C, Little S, Donnelly M, Fox D, Zhai L, Walters L (2020) Microplastic accumulation in the gastrointestinal tracts in birds of prey in central Florida, USA. Environ Pollut 264:114633

    Article  Google Scholar 

  • Cole M, Lindeque P, Halsband C, Galloway TS (2011) Microplastics as contaminants in the marine environment: a review. Mar Pollut Bull 62:2588–2597

    Article  Google Scholar 

  • Coppock RL, Cole M, Lindeque PK, Queiros AM, Galloway TS (2017) A small-scale, portable method for extracting microplastics from marine sediment. Environ Pollut 230:829–837

    Article  Google Scholar 

  • Cowger W, Steinmetz Z, Gray A, Munno K, Lynch J, Hapich H et al (2021) Microplastic spectral classification needs an open source community: open Specy to the rescue! Anal Chem 93:7543–7548

    Article  Google Scholar 

  • Dean BY, Corcoran PL, Helm PA (2018) Factors influencing microplastic abundances in nearshore, tributary and beach sediments along the Ontario shoreline of Lake Erie. J Great Lake Res 44:1002–1009

    Article  Google Scholar 

  • Di Renzo L, Mascilongo G, Berti M, Bogdanović T, Brkljača M, Notarstefano V et al (2021) Potential impacts of microplastics and additives on the health status of loggerhead turtles (Caretta caretta) stranded along the Central Adriatic Coast. Water Air Soil Pollut 232:98–118

    Article  Google Scholar 

  • Dillon PJ, Molot LA (2005) Long-term trends in catchment export and lake retention of dissolved organic carbon, dissolved organic nitrogen, total iron, and total phosphorus: the Dorset, Ontario, study, 1978–1998. J Geophys Res Biogeo 110:1–7

    Article  Google Scholar 

  • Dris R, Gasperi J, Mirande C, Tassin B (2016) Synthetic fibres in atmospheric fallout: a source of microplastics in the environment? Mar Pollut Bull 104:290–293

    Article  Google Scholar 

  • Duncan EM, Broderick A, Fuller WJ, Galloway TS, Godfrey MH, Hamann M et al (2018) Microplastic ingestion ubiquitous in marine turtles. Glob Change Biol 25:744–752

    Article  Google Scholar 

  • Dusaucy J, Gateuille D, Perrette Y, Naffrechoux E (2021) Microplastic pollution of worldwide lakes. Environ Pollut 284:117075

    Article  Google Scholar 

  • ECCC (2020) Science assessment of plastic pollution. Government of Canada. https://www.canada.ca/en/environment-climate-change/services/evaluating-existing-substances/science-assessment-plastic-pollution.html. Accessed 14 November 2021

  • Felismino MEL, Helm PA, Rochman CM (2021) Microplastic and other anthropogenic microplastics in water and sediments of Lake Simcoe. J Great Lakes Res 47:180–189

    Article  Google Scholar 

  • Girard RE, Clark BJ, Yan ND, Reid RA, David SM, Ingram RG, Findeis JG (2007) History of chemical, physical and biological methods, sample locations and lake morphometry for the Dorset Environmental Science Centre (1973–2006). Ont Min Environ Technical Report 2007

  • Gomes T, Bour A, Coutris C, Almedia AC, Bråte IL, Wolf R et al (2022) Ecotoxicology impacts of micro- and nanoplastics in terrestrial and aquatic environments. In: Banks MS (ed) Microplastic in the environment: pattern and process, Environmental contamination remediation and management. Springer, Cham. https://doi.org/10.1007/978-3-030-78627-4_7

    Chapter  Google Scholar 

  • Grbić J, Helm P, Athey S, Rochman CM (2020) Microplastics entering northwestern Lake Ontario are diverse and linked to urban sources. Water Res 174:115623

    Article  Google Scholar 

  • Hall RI, Smol JP (1996) Paleolimnological assessment of long-term water-quality changes in south-central Ontario lakes affected by cottage development and acidification. Can J Fish Aquat Sci 53:1–17

    Article  Google Scholar 

  • Hammer Ø, Harper DAT, Ryan PD (2001) PAST: paleontological statistics software package for education and data analysis. Palaeontol Electron 4(1):9p

    Google Scholar 

  • Hidalgo-Ruz V, Gutow L, Thompson RC, Thiel M (2012) Microplastics in the marine environment: a review of the methods used for identification and quantification. Environ Sci Technol 46:3060–3075

    Article  Google Scholar 

  • Hirai H, Takada H, Ogata Y, Yamashita R, Mizukawa K, Saha M et al (2011) Organic micropollutants in marine plastics debris from the open ocean and remote and urban beaches. Mar Pollut Bull 62:1683–1692

    Article  Google Scholar 

  • Hoellein TJ, Rochman CM (2021) The “plastic cycle”: a watershed-scale model of plastic pools and fluxes. Front Ecol Environ 19:176–183

    Article  Google Scholar 

  • Kallenbach EMF, Rødland ES, Buenaventura NT, Hurley R (2022) Microplastics in terrestrial and freshwater environments. In: Banks MS (ed) Microplastic in the environment: pattern and process, environmental contamination remediation and management. Springer, Cham. https://doi.org/10.1007/978-3-030-78627-4_4

    Chapter  Google Scholar 

  • Lebreton L, Slat B, Ferrari F, Sainte-Rose B, Aitken J, Marthouse R et al (2018) Evidence that the Great Pacific Garbage Patch is rapidly accumulating plastic. Nature 8:4666

    Google Scholar 

  • Lenaker PL, Baldwin AK, Corsi SR, Mason SA, Reneau PC, Scott JW (2019) Vertical distribution of microplastics in the water column and surficial sediment from the Milwaukee River Basin to Lake Michigan. Environ Sci Technol 53:12227–12237

    Article  Google Scholar 

  • Li J, Liu H, Chen P (2018) Microplastics in freshwater systems: a review on occurrence, environmental effects, and methods for microplastics detection. Water Res 137:362–374

    Article  Google Scholar 

  • Loppi S, Roblin B, Paoli L, Aherne J (2021) Accumulation of airborne microplastics in lichens from a landfill dumping site (Italy). Sci Rep 11:4564

    Article  Google Scholar 

  • Mato Y, Isobe T, Takada H, Kanehiro H, Ohtake C, Kaminuma T (2001) Plastic resin pellets as a transport medium for toxic chemicals in the marine environment. Environ Sci Technol 35:318–324

    Article  Google Scholar 

  • Mills RB, Paterson AM, Blais JM, Lean DRS, Smol JP, Mierle G (2009) Factors influencing the achievement of steady state in mercury contamination among lakes and catchments of south-central Ontario. C J Fish Aquat Sci 66:187–200

    Article  Google Scholar 

  • Napper IE, Davies BFR, Clifford H, Elvin S, Koldewey HJ, Mayewski PA et al (2020) Reaching new heights in plastic pollution—preliminary findings of microplastics on Mount Everest. One Earth 3:621–630

    Article  Google Scholar 

  • Nürnberg GK, Fischer R, Paterson AM (2018) Reduced phosphorous retention by anoxic bottom sediments after the remediation of an industrial acidified lake area: indications from P, Al, and Fe sediment fractions. Sci Total Environ 626:412–422

    Article  Google Scholar 

  • Remy F, Collard F, Gilbert B, Compère P, Eppe G, Lepoint G (2015) When microplastic is not plastic: the ingestion of artificial cellulose fibers by macrofauna living in seagrass macrophytodetritus. Environ Sci Technol 49:11158–11166

    Article  Google Scholar 

  • Roblin B, Aherne J (2020) Moss as a biomonitor for the atmospheric deposition of anthropogenic microfibres. Sci Total Environ 715:136973

    Article  Google Scholar 

  • Roblin B, Ryan M, Vreugdenhil A, Aherne J (2020) Ambient atmospheric deposition of anthropogenic microfibers and microplastics on the western periphery of Europe (Ireland). Environ Sci Technol 54:11100–11108

    Article  Google Scholar 

  • Rochman CM, Hoellein TJ (2020) The global odyssey of plastic pollution. Science 368:1184–1185

    Article  Google Scholar 

  • Rochman CM, Hentschel BT, Teh SJ (2014) Long-term sorption of metals is similar among plastic types: implications for plastic debris in aquatic environments. PLoS ONE 9:1–10

    Article  Google Scholar 

  • Sa LC, Oliveira M, Ribeiro F, Rocha TL, Futter MN (2018) Studies of the effects of microplastics on aquatic organisms: what do we know and where should we focus our efforts in the future? Sci Total Environ 645:1029–1039

    Article  Google Scholar 

  • Scheider WA, Snyder WR, Clark B (1979) Deposition of nutrients and major ions by precipitation in south-central Ontario. Metrics 12:171–185

    Google Scholar 

  • Sussarellu R, Suquet M, Thomas Y, Lambert C, Fabioux C, Pernet MEJ et al (2016) Oyster reproduction is affected by exposure to polystyrene microplastics. PNAS 113:2430–2435

    Article  Google Scholar 

  • Tamminga M, Fischer EK (2020) Microplastics in a deep, dimictic lake of the North German Plain with special regard to vertical distribution patterns. Environ Pollut 267:115507

    Article  Google Scholar 

  • Tanentzap AJ, Cottingham S, Fonvielle J, Riley I, Walker LM, Woodman SG et al (2021) Microplastics and anthropogenic fibre concentrations in lakes reflect surrounding land use. PLoS Biol 19:e3001389

    Article  Google Scholar 

  • Triebskorn R, Braunbeck T, Grummt T, Hanslik L, Huppertsberg S, Jekel M et al (2019) Relevance of nano- and microplastics for freshwater ecosystems: a critical review. TrAC Trend Anal Chem 110:375–392

    Article  Google Scholar 

  • Turner S, Horton AA, Rose NL, Hall C (2019) A temporal sediment record of microplastics in an urban lake, London, UK. J Paleolimnol 61:449–462

    Article  Google Scholar 

  • Welsh B, Aherne J, Paterson AM, Yao H, McConnell C (2022) Atmospheric deposition of anthropogenic particles and microplastics in south-central Ontario, Canada. Sci Total Environ 835:155426

    Article  Google Scholar 

  • Wong AHK, McQueen DJ, Williams DD, Demers E (1997) Transfer of mercury from benthic invertebrates to fishes in lakes with contrasting fish community structures. Can J Fish Aquat Sci 54:1320–1330

    Article  Google Scholar 

  • Wright SL, Thompson RC, Galloway TS (2013) The physical impacts of microplastics on marine organisms: a review. Environ Pollut 178:483–492

    Article  Google Scholar 

  • Wright SL, Ulke J, Font A, Chan KLA, Kelly FJ (2020) Atmospheric microplastic deposition in an urban environment and evaluation of transport. Environ Int 156:105411

    Article  Google Scholar 

  • Yao H, Deveau M, Scott L (2009) Hydrological data for lakes and catchments in Muskoka-Haliburton (1978–2007). Ont Min Environ Data Report DR 09/1

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Acknowledgements

The authors would like to thank members of the Ministry of the Environment, Conservation and Parks, especially Ron Ingram, and summer co-op students at the Dorset Environmental Science Centre, for routinely collecting lakes samples for analysis as well as Tim Field for providing additional background information on the study sites. The authors would also like to thank Debbie Lietz (Trent University Biology Department) for facilitating access to the stereomicroscope in the Imaging Suite and Jill Crossman (University of Windsor) for facilitating access to micro-Raman spectroscopy in the Great Lakes Institute for Environmental Research.

Funding

This research was carried out with the support from ECO Canada Co-op Student Work Placement program and an NSERC CGS-M scholarship to Brittany Welsh.

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BW: study design, particle extractions and identification, microscopy, interpretation of data, writing—original draft. JA: study design, interpretation of data, writing—original draft. AMP: Study design, interpretation of data, writing—review and editing. HY: supported field sampling, provided background information on study sites, writing—review and editing. CM: supported field sampling, provided background information on study sites, writing—review and editing.

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Correspondence to Brittany Welsh.

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This article is part of a Topical Collection in Environmental Earth Sciences on “The Soil-Water-Atmosphere Nexus, guest edited by Daniel Karthe, Lulu Zhang, Sabrina Kirschke, Nora Adam, Serena Caucci, Edeltraud Günther.

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Welsh, B., Aherne, J., Paterson, A.M. et al. Spatiotemporal variability of microplastics in Muskoka-Haliburton headwater lakes, Ontario, Canada. Environ Earth Sci 81, 551 (2022). https://doi.org/10.1007/s12665-022-10670-9

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