Abstract
Anthropogenic inputs of heavy metals and metalloids pose a risk to wetlands due to their long retention time in sediment, high toxicity at low concentrations, and biological accumulation. This study aimed to assess risk from seven heavy metals (cadmium:Cd, chromium:Cr, copper:Cu, mercury:Hg, nickel:Ni, lead:Pb, zinc:Zn) and one metalloid (arsenic:As) along a trophic pathway by quantifying contaminant loads in muskrat livers, roots of invasive hybrid cattail (Typha x glauca), and in sediment at Horicon National Wildlife Refuge, a wetland of international importance in southeastern Wisconsin, United States. Overall, comparison to literature and thresholds from the Environmental Protection Agency led us to conclude that heavy metals and metalloids pose a low risk to refuge biota with maximum concentrations as follows in sediment, T. x glauca roots, and muskrat livers in mg/kg dry weight: Zn—82, 54, 111, Pb—42, 43, 0.06, Cu—26, 59, 13, Ni—22, 5, 0.7, Cr—20, 3, 0.5, As—6, 11, 0.08, Cd—3, 1, 0.08, Hg—0.1, 0.02, 0.08, a finding which was further supported by low bioconcentration factors between sample types. A spatial analysis using GIS revealed hotspots for Cd, Cr, Cu, Ni, and Zn in sediment in one subplot. However, even in hotspots concentrations mostly fell below protective thresholds and were similar to or lower than concentrations found in a prior survey from 1990 (α < 0.05). Overall, while anthropogenic influences are undoubtedly present, we interpret the concentrations found here to be relatively low and present them as points of comparison regarding risk to plants and mammals for others conducting similar surveys on wetlands.
Similar content being viewed by others
Data availability
Authors confirm that all relevant data are included in the article and would be ready to share the raw data upon request.
References
Ali H, Khan E (2019) Trophic transfer, bioaccumulation, and biomagnification of non-essential hazardous heavy metals and metalloids in food chains/webs—concepts and implications for wildlife and human health. Hum Ecol Risk Assess 25(6):1353–1376. https://doi.org/10.1080/10807039.2018.1469398
Alloway BJ (2013) Heavy metals in soils: Trace metals and metalloids in soils and their bioavailability, 3rd edn. Springer Science & Business Media. https://doi.org/10.1007/978-981-10-5172-2_2
Atkins P, Jones L (1997) Chemistry—Molecules, Matter and Change, 3rd edn. W. H. Freeman, New York
Aulerich RJ, Bursian SJ, Poppenga RH, Braselton WE, Mullaney TP (1991) Toleration of High Concentrations of Dietary Zinc by Mink. J Vet Diagn Invest 3(3):232–237. https://doi.org/10.1177/104063879100300309
Beyer, NW, Meador JP (2011). Environmental Contaminants in Biota : Interpreting Tissue Concentrations, 2nd edn. CRC Press, Boca Raton. https://doi.org/10.1201/b10598
Blus LJ, Henny CJ, Mulhern BM (1987) Concentrations of metals in mink and other mammals from Washington and Idaho. Environ Pollut 44(4):307–318. https://doi.org/10.1016/0269-7491(87)90206-5
Bonanno G, Cirelli GL (2017) Comparative analysis of element concentrations and translocation in three wetland congener plants: typha domingensis, typha latifolia and typha angustifolia. Ecotoxicol Environ Saf 143:92–101. https://doi.org/10.1016/j.ecoenv.2017.05.021
National Resource Council Canada. (2022). List of CRM products. https://nrc.canada.ca/en/certifications-evaluations-standards/certified-reference-materials/list
Canet R, Pomares F, Tarazona F, Estela M (1998) Sequential fractionation and plant availability of heavy metals as affected by sewage sludge applications to soil. Commun Soil Sci Plant Anal 29(5–6):697–716. https://doi.org/10.1080/00103629809369978
Chandra R, Yadav S (2011) Phytoremediation of Cd, Cr, Cu, Mn, Fe, Ni, Pb and Zn from Aqueous solution using phragmites cummunis, typha angustifolia and cyperus esculentus. Int J Phytoremeidation 13(6):580–591. https://doi.org/10.1080/15226514.2010.495258
Cieslar J, Huang MT, Dobson GP (1998) Tissue spaces in rat heart, liver, and skeletal muscle in vivo. Am J Physiol Regul. https://doi.org/10.1152/ajpregu.1998.275.5.r1530
Clark J (2020). Temperature Dependence of the pH of pure Water. Chemistry LibreTexts. https://chem.libretexts.org/
Cooke JA (2011). Cadmium in Small Mammals. In WN Beyer &, JP Meador (ed) Environmental Contaminants in Biota, 2nd edn. CRC Press, Boca Raton, pp 627–644
Creed J, Brockhoff C, Martin TD (1994). Method 200.8 Determination of Trace Elements in Waters and Wastes By Inductively Coupled Plasma-Mass Spectrometry. Environmental Monitoring Systems Laboratory Office of Research and Development US Environmental Protection Agency. Revision 5.4
Droste C (2015) The Horicon Marsh Muskrat Conservation Study. Dissertation, University of Wisconsin Madison
Erickson DW, Lindzey JS (1983) Lead and cadmium in muskrat and cattail tissues. J Wildl Manage 47(2):550–555
ESRI. (2021). ArcGIS Online.
Giesy JP, Wiener JG (1977) Frequency distributions of trace metal concentrations in five freshwater fishes. Trans Am Fish Soc 106(4):393–403. https://doi.org/10.1577/1548-8659(1977)106%3c393:fdotmc%3e2.0.co;2
Han FX, Banin A, Su Y, Monts DL, Plodinec MJ, Kingery WL, Triplett GE (2002) Industrial age anthropogenic inputs of heavy metals into the pedosphere. Naturwissenschaften 89(11):497–504. https://doi.org/10.1007/s00114-002-0373-4
He Z, Shentu J, Yang X, Baligar VC, Zhang T, Stoffella PJ (2015) Heavy metal contamination of soils: sources, indicators, and assessment. Ecol Indic 9:17–18
Klink A, Macioł A, Wisłocka M, Krawczyk J (2013) Metal accumulation and distribution in the organs of Typha latifolia L. (cattail) and their potential use in bioindication. Limnologica 43(3):164–168. https://doi.org/10.1016/j.limno.2012.08.012
Larkin DJ, Freyman MJ, Lishawa SC, Geddes P, Tuchman NC (2012) Mechanisms of dominance by the invasive hybrid cattail Typha × glauca. Biol Invasions 14(1):65–77. https://doi.org/10.1007/s10530-011-0059-y
Larreur MR, Windels SK, Olson BT, Ahlers AA (2020) Cross-scale interactions and non-native cattails influence the distributions of a Wetland-obligate species. Landsc Ecol 35(1):59–68. https://doi.org/10.1007/s10980-019-00925-5
Li H, Shi A, Li M, Zhang X (2013) Effect of pH, temperature, dissolved oxygen, and flow rate of overlying water on heavy metals release from storm sewer sediments. J Chem. https://doi.org/10.1155/2013/434012
Marufi N, Conti GO, Ahmadinejad P, Ferrante M, Mohammadi AA (2022) Carcinogenic and non-carcinogenic human health risk assessments of heavy metals contamination in drinking water supplies in Iran: a systematic review. Rev Environ Health. https://doi.org/10.1515/reveh-2022-0060
Milne DB, Weswig PH (1968) Effect of supplementary copper on blood and liver copper-containing fractions in rats. J Nutr 95(3):429–433. https://doi.org/10.1093/jn/95.3.429
Nason SL, Miller EL, Karthikeyan KG, Pedersen JA (2018) Plant-induced changes to rhizosphere ph impact leaf accumulation of lamotrigine but not carbamazepine. Environ Sci Technol Lett 5(6):377–381. https://doi.org/10.1021/acs.estlett.8b00246
National Institute of Standards and Technology. (2022). Standard Reference Materials. https://www.nist.gov/srm
Peakall D, Burger J (2003) Methodologies for assessing exposure to metals: speciation, bioavailability of metals, and ecological host factors. Ecotoxicol Environ Saf 56(1):110–121. https://doi.org/10.1016/S0147-6513(03)00055-1
Rebello S, Sivaprasad MS, Anoopkumar AN, Jayakrishnan L, Aneesh EM, Narisetty V, Sindhu R, Binod P, Pugazhendhi A, Pandey A (2021) Cleaner technologies to combat heavy metal toxicity. J Environ Manage 296:113231. https://doi.org/10.1016/j.jenvman.2021.113231
RStudio Team (2021). RStudio: Integrated Development Environment for R (2021.9.1.372.1). RStudio, PBC.
Sadowski C, Bowman J (2021) Historical surveys reveal a long-term decline in muskrat populations. Ecol Evol 11:7557–7568. https://doi.org/10.1002/ece3.7588
Salem ZB, Laffray X, Ashoour A, Ayadi H, Aleya L (2014) Metal accumulation and distribution in the organs of reeds and cattails in a constructed treatment Wetland (Etueffont, France). Eco Eng 64:1–17. https://doi.org/10.1016/j.ecoleng.2013.12.027
Sharma A, Kapoor D, Wang J, Shahzad B, Kumar V, Bali AS, Jasrotia S, Zheng B, Yuan H, Yan D (2020) Chromium bioaccumulation and its impacts on plants: an overview. Plants 9(1):1–17. https://doi.org/10.3390/plants9010100
Sidhu GPS (2016) Heavy metal toxicity in soils: sources, remediation technologies and challenges. Adv Plants Agric Res 5(1):445–446. https://doi.org/10.15406/apar.2016.05.00166
Staffen A (2012). Rapid Ecological Assessment for Shaw Marsh and Horicon Marsh State Wildlife Area
Tchounwou PB, Yedjou CG, Patlolla AK, Sutton DJ (2012) Heavy metals toxicity and the environment. Mol, Clin Environ Toxicol 101:133–164. https://doi.org/10.1007/978-3-7643-8340-4
Texas Commission on Environmental Quality (2021). 2021 TCEQ Ecological Screening Benchmarks. https://www.tceq.texas.gov/remediation/eco
Tyler G, Yvon J (2003) ICP-OES, ICP-MS and AAS techniques compared. Chem Techn Note 05:1–11
U.S. Environmental Protection Agency (2005). Interim Ecological Soil Screening Level Documents. https://www.epa.gov/chemical-research/interim-ecological-soil-screening-level-documents
U.S. Fish and Wildlife Service (2015). Horicon NWR Water Resource Inventory and Assessment (WRIA) Summary Report. https://ecos.fws.gov/ServCat/DownloadFile/44691
United States Geological Survey (2012). USGS Geological Map Database of the Conterminous United States. Esri.
Wai KM, Wu S, Li X, Jaffe DA, Perry KD (2016) Global atmospheric transport and source-receptor relationships for arsenic. Enviro Sci Technol 50(7):3714–3720. https://doi.org/10.1021/acs.est.5b05549
Warner S (2012). Horicon National Wildlife Refuge, 2012 Contaminant Assessment Program (CAP).
Wisconsin Department of Natural Resources (2020). 2020 Wisconsin Trapping Regulations. Wisconsin Department of Natural Resources. https://www.wistatedocuments.org/digital/collection/p267601coll4/search/searchterm/609263475/field/dmoclcno
Zhang W, Cai Y, Tu C, Ma LQ (2002) Arsenic speciation and distribution in an arsenic hyperaccumulating plant. Sci Total Enviro 300(1–3):167–177. https://doi.org/10.1016/S0048-9697(02)00165-1
Acknowledgements
We would like to thank UW Oshkosh faculty members Eric Hiatt, Sabrina Mueller-Spitz, Laura Ladwig, Robert Stelzer, Kevin Crawford for their expertise, as well as David Dilkes for assisting with muskrat dissection and Mamadou Coulibaly for his technical support with GIS. We are grateful for the time put in by students Pedro Cachu Cuevas, who assisted with dissections, and Jessica Roberts who aided with GIS analysis. This research would not have been possible without the guidance of Christa Dahman, Nicolas Slater, Joel Overdier, Kirsten Widmayer, and Pamela Skaar in the laboratory and the help of trappers Fred, Mark, Benny, Chris, and Dan in the field. Disclaimer: The findings and conclusions in this article are those of the authors and do not necessarily represent the views of the U.S. Fish and Wildlife Service.
Funding
This work was supported by the U.S. Fish and Wildlife Service’s departments of Ecological Services and Migratory Birds, the University of Wisconsin Oshkosh’s student-faculty collaborative grant, and by Horicon National Wildlife Refuge. The authors declare that no funds, grants, or other support were received during the preparation of this manuscript.
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Field work was facilitated by Sadie O’Dell and Jon Krapfl and carried out by Sarah Woody. Lab work was conducted by Sarah Woody. Statistical analyses were completed by Sarah Woody with guidance from M. Elsbeth McPhee. The first draft of the manuscript was written by Sarah Woody, which was reviewed and edited by all authors. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest/competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Woody, S., O’Dell, S., Krapfl, J. et al. Assessment of heavy metal and metalloid concentrations at Horicon National Wildlife Refuge. Wetlands Ecol Manage (2024). https://doi.org/10.1007/s11273-024-09987-y
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11273-024-09987-y