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Multiple environmental variables influence diatom assemblages across an arsenic gradient in 33 subarctic lakes near abandoned gold mines

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Abstract

We examined surface sediment diatom assemblages from 33 subarctic lakes around the historic gold mines in Yellowknife, Northwest Territories (Canada), where lake-water As concentrations ([As]) still range between 1.5 and 2,780 µg/l, even though the roasting of the arsenopyrite-bearing gold ores ceased in 1999. Water chemistry variables related to gold mining pollution (arsenic, antimony, and sulfate) declined with increasing distance from the mines. The diatom assemblages varied substantially in species composition across our study lakes with the planktonic Discostella stelligera/pseudostelligera complex dominating in deep lakes where [As] were less than 5 µg/l. However, in lakes that exceeded the guideline for the protection of aquatic life ([As] > 5 µg/l), opportunistic benthic diatoms (small fragilarioid taxa and Achnanthidium minutissimum) were generally present in higher abundances. The subtle differences in diatom species richness and diversity among lakes with varying [As] suggest these indices may not be affected strongly by long-term arsenic pollution. Furthermore, canonical correspondence analysis of the diatom assemblage and environmental data indicated that nutrient and ionic compounds explained most of the variation in the assemblages, while mining-related variables played a limited role. Our results indicate that multiple limnological variables (nutrients, ions, and contaminants) and subarctic climatic conditions are important factors shaping the diatom assemblage composition in lakes impacted by mining activities and land-use changes near Yellowknife.

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References

  • Antoniades, D., M. S. V. Douglas & J. P. Smol, 2005. Benthic diatom autecology and inference model development from the Canadian High Arctic Archipelago. Journal of Phycology 41: 30–45.

    Article  Google Scholar 

  • Antoniades, D., M. S. V. Douglas & J. P. Smol, 2009. Biogeographic distributions and environmental controls of stream diatoms in the Canadian Arctic Archipelago. Botany 87: 443–454.

    Article  Google Scholar 

  • Austin, A., J. Deniseger & M. J. R. Clark, 1985. Lake algal populations and physico-chemical changes after 14 years input of metallic mining wastes. Water Research 19: 299–308.

    Article  CAS  Google Scholar 

  • Barral-Farga, L., S. Morin, M. D. M. Rovira, G. Urrea, K. Magellan & H. Guasch, 2016. Short-term arsenic exposure reduces diatom cell size in biofilm communities. Environmental Science and Pollution Research 23: 4257–4270.

    Article  CAS  Google Scholar 

  • Barral-Fraga, L., D. Martiñá-Prieto, M. T. Barral, S. Morin & H. Guasch, 2018. Mutual interaction between arsenic and biofilm in a mining impacted river. Science of the Total Environment 636: 985–998.

    Article  CAS  PubMed  Google Scholar 

  • Battarbee, R. W., V. J. Jones, R. J. Flower, N. G. Cameron, H. Bennion, L. Carvalho & S. Juggins, 2001. Terrestrial, algal, and siliceous indicators. In Smol, J. P., H. J. B. Birks & W. M. Last (eds), Tracking Environmental Change Using Lake Sediments 3: Terrestrial, Algal, and Siliceous Indicators. Kluwer Academic Publishers, Dordrecht: 155–202.

    Google Scholar 

  • Benson, B., J. Magnuson & S. Sharma, 2013. Global Lake and River Ice Phenology Database, Version 1. NSIDC: National Snow and Ice Data Center, Boulder.

    Google Scholar 

  • Birks, H. J. B., 2010. Numerical methods for the analysis of diatom assemblage data. In Smol, J. P. & E. F. Stoermer (eds), The Diatoms: Applications for the Environmental and Earth Sciences. Cambridge University Press, Cambridge: 23–54.

    Chapter  Google Scholar 

  • Blanchet, F. G., P. Legendre & D. Borcard, 2008. Forward selection of explanatory variables. Ecology 89: 2623–2632.

    Article  Google Scholar 

  • Bright, D. A., B. Coedy, W. T. Dushenko & K. J. Reimer, 1994. Arsenic transport in a watershed receiving gold mine effluent near Yellowknife, Northwest Territories, Canada. Science of the Total Environment 155: 237–252.

    Article  CAS  Google Scholar 

  • Camburn, K. E. & D. F. Charles, 2000. Diatoms of Low-Alkalinity Lakes in the Northeastern United States. The Academy of Natural Sciences of Philadelphia, Philadelphia.

    Google Scholar 

  • Canadian Council of Ministers of the Environment, CCME, 2001. Canadian Water Quality Guidelines for the Protection of Aquatic Life: Arsenic. Updated in: Canadian Environmental Quality Guidelines, 1999. Canadian Council of Ministers of the Environment, Winnipeg.

    Google Scholar 

  • Cattaneo, A., Y. Couillard, S. Wunsam & M. Courcelles, 2004. Diatom taxonomic and morphological changes as indicators of metal pollution and recovery in Lac Default (Québec, Canada). Journal of Paleolimnology 32: 163–175.

    Article  Google Scholar 

  • Cattaneo, A., Y. Couillard & S. Wunsam, 2008. Sedimentary diatoms along a temporal and spatial gradient of metal contamination. Journal of Paleolimnology 40: 115–127.

    Article  Google Scholar 

  • Chen, G., H. Shi, J. Tao, L. Chen, Y. Liu, G. Lei, X. Liu & J. P. Smol, 2015. Industrial arsenic contamination causes catastrophic changes in freshwater ecosystems. Scientific Reports 5: 17419.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Clarke, K. R., 1993. Non-parametric multivariate analyses of changes in community structure. Australian Journal of Ecology 18: 117–143.

    Article  Google Scholar 

  • Clarke, K. R. & R. N. Gorley, 2006. PRIMER v6: User Manual/Tutorial (Plymouth Routines in Multivariate Ecological Research). PRIMER-E, Plymouth.

    Google Scholar 

  • Cott, P. A., B. A. Zajdilk, M. J. Palmer & M. D. McPherson, 2016. Arsenic and mercury in lake whitefish and burbot near the abandoned Giant Mine on Great Slave Lake. Journal of Great Lakes Research 42: 223–232.

    Article  CAS  Google Scholar 

  • Cumming, B. F., J. P. Smol, J. C. Kingston, D. F. Charles, H. J. B. Birks, K. E. Camburn, S. S. Dixit, A. J. Uutala & A. R. Selle, 1992. How much acidification has occurred in Adirondack region lakes (New York, USA) since preindustrial times? Canadian Journal of Fisheries and Aquatic Sciences 49: 128–141.

    Article  Google Scholar 

  • Dirszowsky, R. W. & K. M. Wilson, 2016. Biogeochemical evidence of eutrophication and metal contamination of Frame Lake, City of Yellowknife, Northwest Territories, Canada. Environmental Earth Science 75: 76.

    Article  CAS  Google Scholar 

  • Dixit, S. S., A. S. Dixit & J. P. Smol, 1991. Multivariable environmental inferences based on diatom assemblages from Sudbury (Canada) lakes. Freshwater Biology 26: 251–266.

    Article  Google Scholar 

  • Dixit, A. S., S. S. Dixit & J. P. Smol, 1992. Long-term trends in lake water pH and metal concentrations inferred from diatoms and chrysophytes in three lakes near Sudbury, Ontario. Canadian Journal of Fisheries and Aquatic Sciences 49(Suppl. 1): 17–24.

    Article  CAS  Google Scholar 

  • Douglas, M. S. V. & J. P. Smol, 1995. Periphytic diatom assemblages from high Arctic ponds. Journal of Phycology 31: 60–69.

    Article  Google Scholar 

  • Ecosystem Classification Group, 2008. Ecological regions of the Northwest Territories: Taiga Shield. Department of Environment and Natural Resources, Government of the Northwest Territories, Yellowknife.

    Google Scholar 

  • Fallu, M.-A., N. Allaire & R. Pienitz, 2000. Freshwater Diatoms from Northern Québec and Labrador (Canada): Species-Environment Relationships in Lakes of Boreal Forest, Forest-Tundra and Tundra Regions. Bibliotheca Diatomologica Band 45. Cramer, Berlin.

    Google Scholar 

  • Fernández, M. R., G. Martín, J. Corzo, A. de la Linde, E. Gracía, M. López & M. Sousa, 2018. Design and testing of a new diatom-based index for heavy metal pollution. Archives of Environmental Contaminants and Toxicology 74: 170–192.

    Article  CAS  Google Scholar 

  • Galloway, J. M., G. T. Swindles, H. E. Jamieson, M. Palmer, M. B. Parsons, H. Sanei, A. L. Macumber, R. T. Patterson & H. Falck, 2018. Organic matter control on the distribution of arsenic in lake sediments impacted by ~ 65 years of gold ore processing in subarctic Canada. Science of the Total Environment 622–623: 1668–1679.

    Article  CAS  PubMed  Google Scholar 

  • Gell, P. A., I. R. Sluiter & J. Fluin, 2002. Seasonal and interannual variations in diatom assemblages in Murray River connected wetlands in north-west Victoria, Australia. Marine and Freshwater Research 53: 981–992.

    Article  CAS  Google Scholar 

  • Glew, J. R., 1988. A portable extruding device for close interval sectioning of unconsolidated core samples. Journal of Paleolimnology 1: 235–239.

    Article  Google Scholar 

  • Griffiths, K., N. Michelutti, M. Sugar, M. S. V. Douglas & J. P. Smol, 2017. Ice-cover is the principal driver of ecological change in High Arctic lakes and ponds. PLoS ONE 12: e0172989.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Håkansson, H., 2002. A compilation and evaluation of species in the general Stephanodiscus, Cyclotestephanos and Cyclotella with a new genus in the family Stephanodiscaceae. Diatom Research 17: 1–139.

    Article  Google Scholar 

  • Hall, R. I. & J. P. Smol, 1996. Paleolimnological assessment of long-term water-quality changes in south-central Ontario lakes affected by cottage development and acidification. Canadian Journal of Fisheries and Aquatic Sciences 53: 1–17.

    Article  CAS  Google Scholar 

  • Hamilton, P. B., I. Lavoie, S. Alpay & K. Ponader, 2015. Using diatom assemblages and sulfur in sediments to uncover the effects of historical mining on Lake Arnoux (Quebec, Canada): a retrospective of economic benefits vs. environmental debt. Frontiers in Ecology and Evolution 3: 99.

    Article  Google Scholar 

  • Harrell, F. E., 2018. Hmisc: Harrell Miscellaneous. R package version 4.1-1.

  • Health Canada, 2006. Guidelines for Canadian Drinking Water Quality: Guideline Technical Document – Arsenic. Water Quality and Health Bureau, Healthy Environments and Consumer Safety Branch, Health Canada, Ottawa.

    Google Scholar 

  • Hirst, H., I. Jüttner & S. J. Ormerod, 2002. Comparing the responses of diatoms and macroinvertebrates to metals in upland streams of Wales and Cornwall. Freshwater Biology 47: 1752–1765.

    Article  CAS  Google Scholar 

  • Houben, A. J., R. D’Onofrio, S. V. Kokelj & J. M. Blais, 2016. Factors affecting elevated arsenic and methyl mercury concentrations in small shield lakes surrounding gold mines near the Yellowknife, NT, (Canada) region. PLoS ONE 11: e0150960.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ivorra, I., S. Bremer, H. Guasch, M. H. S. Kraak & W. Admiraal, 2000. Differences in the sensitivity of benthic microalgae to Zn and Cd regarding biofilm development and exposure history. Environmental Toxicology and Chemistry 19: 1332–1339.

    Article  CAS  Google Scholar 

  • Jamieson, H. E., 2014. The legacy of arsenic contamination from mining and processing refractory gold ore at Giant Mine, Yellowknife, Northwest Territories, Canada. Reviews in Mineralogy and Geochemistry 79: 533–551.

    Article  Google Scholar 

  • Juggins, S., 2017. rioja: Analysis of Quaternary Science Data. R package version 0.9-15.1.

  • Karst-Riddoch, T. L., H. J. Malmquist & J. P. Smol, 2009. Relationships between freshwater sedimentary diatoms and environmental variables in Subarctic Icelandic lakes. Fundamental and Applied Limnology 175: 1–28.

    Article  CAS  Google Scholar 

  • Keatley, B. E., M. S. V. Douglas, J. M. Blais, M. L. Mallory & J. P. Smol, 2009. Impacts of seabird-derived nutrients on water quality and diatom assemblages from Cape Vera, Devon Island, Canadian High Arctic. Hydrobiologia 621: 191–205.

    Article  CAS  Google Scholar 

  • Kerr, D. E. & P. Wilson, 2000. Preliminary Surficial Geology Studies and Mineral Exploration Consideration in the Yellowknife Area, Northwest Territories. Geological Survey of Canada, Current Research 2000-C3.

  • Krammer, K. & H. Lange-Bertalot, 1986. Bacillariophyceae. 1. Teil: Naviculaceae. In Ettl, H., J. Gerloff, H. Heynig & D. Mollenhauer (eds), Süsswasserflora von Mitteleuropa. Band 2/1. Gustav Fischer Verlag, Stuttgart.

    Google Scholar 

  • Krammer, K. & H. Lange-Bertalot, 1988. Bacillariophyceae. 2. Teil: Bacillariaceae Epithemiaceae, Surirellaceae. In Ettl, H., J. Gerloff, H. Heynig & D. Mollenhauer (eds), Süsswasserflora von Mitteleuropa. Band 2/2. Gustav Fischer Verlag, Stuttgart.

    Google Scholar 

  • Krammer, K. & H. Lange-Bertalot, 1991a. Bacillariophyceae. 3. Teil: Centrales, Fragilariaceae, Eunotiaceae. In Ettl, H., J. Gerloff, H. Heynig & D. Mollenhauer (eds), Süsswasserflora von Mitteleuropa. Band 2/3. Gustav Fischer Verlag, Stuttgart.

    Google Scholar 

  • Krammer, K. & H. Lange-Bertalot, 1991b. Bacillariophyceae. 4. Teil: Achnanthaceae, Kritische-Ergänzungen zu Navicula (Lineolatae) und Gomphonema, Gesamtliteraturverzeichnis. In Ettl, H., G. Gärtner, J. Gerlof, H. Heynig & D. Mollenhauer (eds), Süsswasserflora von Mitteleuropa. Band 2/4. Gustav Fischer Verlag, Stuttgart.

    Google Scholar 

  • Laing, T. E., R. Pienitz & J. P. Smol, 1999. Freshwater diatom assemblages from 23 lakes near Norilsk, Siberia: a comparison with assemblages from other circumpolar treeline regions. Diatom Research 14: 285–305.

    Article  Google Scholar 

  • Lange-Bertalot, H. & G. Moser, 1994. Brachysira. Bibliotheca Diatomologica Band 29. Cramer, Berlin.

    Google Scholar 

  • Last, W. M., R. E. Vance, S. Wilson & J. P. Smol, 1998. A multi-proxy limnologic record of rapid early-Holocene hydrologic change on northern Great Plains, southwestern Saskatchewan, Canada. The Holocene 8: 503–520.

    Article  Google Scholar 

  • Leppänen, J. J., J. Weckström & A. Korhola, 2017. Multiple mining impacts induce widespread changes in ecosystem dynamics in a boreal lake. Scientific Reports 7: 10581.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Michelutti, N., T. E. Laing & J. P. Smol, 2001. Diatom assessment of past environmental changes in lakes located near the Noril’sk (Siberia) smelters. Water, Air, Soil Pollution 125: 231–241.

    Article  CAS  Google Scholar 

  • Michelutti, N., A. J. Holtham, M. S. V. Douglas & J. P. Smol, 2003. Periphytic diatom assemblages from ultra-oligotrophic and UV transparent lakes and ponds on Victoria Island and comparison with other diatom surveys in the Canadian Arctic. Journal of Phycology 39: 465–480.

    Article  Google Scholar 

  • Michelutti, N., J. P. Smol & M. S. V. Douglas, 2006. Ecological characteristics of modern diatom assemblages from Axel Heiberg Island (High Arctic Canada) and their applications to paleolimnological inference models. Canadian Journal of Botany 84: 1695–1713.

    Article  Google Scholar 

  • Morin, S., T. T. Duong, A. Dabrin, A. Coynel, O. Herlory, M. Baudrimont, F. Delmas, G. Durrieu, J. Schäfer, P. Winterton, G. Blanc & M. Coste, 2008. Long-term survey of heavy-metal pollution, biofilm contamination and diatom community structure in the Riou Mort Watershed, South-West France. Environmental Pollution 151: 532–542.

    Article  CAS  PubMed  Google Scholar 

  • Morin, S., A. Cordonier, I. Lavoie, A. Arini, S. Blanco, T. T. Duong, E. Tornés, B. Bonet, N. Carcoll, L. Faggiano, M. Laviale, F. Pérès, E. Becares, M. Coste, A. Feutet-Mazel, C. Fortin, H. Guasch & S. Sabater, 2012. Consistency in diatom responses to metal-contaminated environments. In Guasch, H., A. Ginebreda & A. Geiszinger (eds), Emerging and Priority Pollutants in Rivers: Bringing Science into River Management Plans. Springer, Berlin: 117–146.

    Chapter  Google Scholar 

  • Moser, K. A., J. P. Smol, G. M. MacDonald & C. P. S. Larsen, 2002. 19th Century eutrophication of a remote boreal lake: a consequence of climate warming? Journal of Paleolimnology 28: 269–281.

    Article  Google Scholar 

  • Nelligan, C., A. Jeziorski, K. M. Rühland, A. M. Paterson & J. P. Smol, 2016. Managing lake trout lakes in a warming world: a paleolimnological assessment of nutrients and lake production at three Ontario sites. Lake and Reservoir Management 32: 315–328.

    Article  CAS  Google Scholar 

  • Northwest Territories Investment, Tourism and Investment, 2014. Economic Outlook 2014–2015: Investment and Economic Analysis. Government of Northwest Territories.

  • Oksanen, J., F. G. Blanchet, M. Friendly, R. Kindt, P. Legendre, D. McGlinn, P. R. Minchin, R. B. O’Hara, G. L. Simpson, P. Solymos, M. H. H. Stevens, E. Szoecs & H. Wagner, 2018. vegan: Community Ecology Package. R package version 2.5-2.

  • Palmer, M. J., J. M. Galloway, H. E. Jamieson, R. T. Patterson, H. Falck & S. V. Kokelj, 2015. The Concentration of Arsenic in Lake Waters of the Yellowknife Area. Northwest Territories Geological Survey, NWT Open File 2015-06.

  • Philibert, A. & Y. T. Prairie, 2002. Is the introduction of benthic species necessary for open-water chemical reconstruction in diatom-based transfer functions? Canadian Journal of Fisheries and Aquatic Sciences 59: 938–951.

    Article  Google Scholar 

  • Pienitz, R. & J. P. Smol, 1993. Diatom assemblages and their relationship to environmental variables in lakes from the boreal forest-tundra ecotone near Yellowknife, Northwest Territories, Canada. Hydrobiologia 269/270: 391–404.

    Article  Google Scholar 

  • R Core Team, 2018. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna.

    Google Scholar 

  • Rodriguez Castro, M. C., G. Urrea & H. Gausch, 2015. Influences of the interaction between phosphate and arsenate on periphyton’s growth and its nutrient uptake capacity. Science of the Total Environment 503(504): 122–132.

    Article  CAS  PubMed  Google Scholar 

  • Round, F. E., R. M. Crawford & D. G. Mann, 1990. The Diatoms: Biology & Morphology of the Genera. Cambridge University Press, Cambridge.

    Google Scholar 

  • Ruggiu, D., A. Luglié, A. Cattaneo & P. Panzani, 1998. Paleoecological evidence for diatom response to metal pollution in Lake Orta (N. Italy). Journal of Paleolimnology 20: 333–345.

    Article  Google Scholar 

  • Rühland, K. M. & J. P. Smol, 2002. Freshwater diatoms from the Canadian Arctic treeline and development of paleolimnological inference models. Journal of Phycology 38: 249–264.

    Article  Google Scholar 

  • Rühland, K. & J. P. Smol, 2005. Diatom shifts as evidence for recent subarctic warming in a remote tundra lake, NWT, Canada. Palaeogeography, Palaeoclimatology, Palaeoecology 226: 1–16.

    Article  Google Scholar 

  • Rühland, K. M., J. P. Smol & R. Pienitz, 2003a. Ecology and spatial distributions of surface-sediment diatoms from 77 lakes in the subarctic Canadian treeline region. Canadian Journal of Botany 81: 57–73.

    Article  Google Scholar 

  • Rühland, K., A. Priesnitz & J. P. Smol, 2003b. Evidence for recent environmental changes in 50 lakes across the Canadian Arctic treeline. Arctic, Antarctic and Alpine Research 35: 110–123.

    Article  Google Scholar 

  • Rühland, K. M., A. M. Paterson & J. P. Smol, 2008. Hemispheric-scale patterns of climate-related shifts in planktonic diatoms from North American and European lakes. Global Change Biology 14: 2740–2754.

    Google Scholar 

  • Rühland, K. M., A. M. Paterson & J. P. Smol, 2015. Diatom assemblage responses to warming: reviewing the evidence. Journal of Paleolimnology 54: 1–35.

    Article  Google Scholar 

  • Salonen, V.-P., N. Tuovinen & S. Valpola, 2006. History of mine drainage impact on Lake Orijärvi algal communities, SW Finland. Journal of Paleolimnology 35: 289–303.

    Article  Google Scholar 

  • Schmidt, R., C. Kamenik, H. Lange-Bertalot & R. Klee, 2004. Fragilaria and Staurosira (Bacillariophyceae) from sediment surfaces of 40 lakes in the Austrian Alps in relation to environmental variables, and their potential for palaeoclimatology. Journal of Limnology 63: 171–189.

    Article  Google Scholar 

  • Schuh, C. E., H. E. Jamieson, M. J. Palmer & A. J. Martin, 2018. Solid-phase speciation and post-depositional mobility of arsenic in lake sediments impacted by ore roasting at legacy gold mines in the Yellowknife area, Northwest Territories, Canada. Applied Geochemistry 91: 208–220.

    Article  CAS  Google Scholar 

  • Silke, R., 2009. The Operational History of Mines in the Northwest Territories, Canada. An Historical Research Project.

  • Simpson, G. L. & J. Oksanen, 2018. analogue: Analogue matching and Modern Analogue Technique transfer function models. R package version 0.17-1.

  • Smol, J. P., 1988. Paleoclimate proxy data from freshwater arctic diatoms. Verhandlungen des Internationalen verein Limnologie 23: 837–844.

    Google Scholar 

  • Smol, J. P. & E. F. Stoermer (eds), 2010. The Diatoms: Applications for the Environmental and Earth Sciences, 2nd ed. Cambridge University Press, Cambridge: 667 pp.

    Google Scholar 

  • Stewart, E. M., K. E. Hargan, B. Sivarajah, L. E. Kimpe, J. M. Blais & J. P. Smol, 2018. A paleoenvironmental study tracking eutrophication, mining pollution, and climate change in Niven Lake, the first sewage lagoon of Yellowknife (Northwest Territories). Arctic 71: 201–217.

    Article  Google Scholar 

  • Szabó, K., K. T. Kiss, G. Taba & É. Ács, 2005. Epiphytic diatoms of the Tisza River, Kisköre Reservoir and some oxbows of the Tisza River after the cyanide and heavy metal pollution in 2000. Acta Botanica Croatica 64: 1–46.

    Google Scholar 

  • Tammelin, M., T. Kauppila & M. Viitasalo, 2017. Factors controlling recent diatom assemblages across a steep local nutrient gradient in central-eastern Finland. Hydrobiologia 799: 309–325.

    Article  CAS  Google Scholar 

  • ter Braak, C. J. F. & P. Šmilauer, 2012. CANOCO Reference Manual and User’s Guide: Software for Ordination, Version 5.0. Microcomputer Power, Ithaca.

    Google Scholar 

  • Thienpont, J. R., J. B. Korosi, K. E. Hargan, T. Williams, D. C. Eickmeyer, L. E. Kimpe, M. J. Palmer, J. P. Smol & J. M. Blais, 2016. Multi-trophic level response to extreme metal contamination from gold mining in a subarctic lake. Proceedings of the Royal Society B: Biological Sciences 283: 20161125.

    Article  CAS  PubMed  Google Scholar 

  • Tolotti, R., S. Consani, C. Carbone, G. Vagge, M. Capello & L. Cutroneo, 2019. Benthic diatom community response to metal contamination from an abandoned Cu mine: case study of the Gromolo Torrent (Italy). Journal of Environmental Sciences 75: 233–246.

    Article  Google Scholar 

  • Tropea, A. E., A. M. Paterson, W. Keller & J. P. Smol, 2011. Diatoms as indicators of enrichment in metal-contaminated urban lakes from Sudbury, Ontario. Lake Reservoir Management 27: 48–60.

    Article  CAS  Google Scholar 

  • Tuulaikhuu, B.-A., A. M. Romani & H. Guasch, 2015. Arsenic toxicity effects on microbial communities and nutrient cycling in indoor experimental channels mimicking a fluvial system. Aquatic Toxicology 166: 72–82.

    Article  CAS  PubMed  Google Scholar 

  • Van den Berghe, M. D., H. E. Jamieson & M. J. Palmer, 2018. Arsenic mobility and characterization in lakes impacted by gold ore roasting, Yellowknife, NWT, Canada. Environmental Pollution 234: 630–641.

    Article  CAS  Google Scholar 

  • Weckström, J. & A. Korhola, 2001. Patterns in the distribution, composition and diversity of diatom assemblages in relation to ecoclimatic factors in Arctic Lapland. Journal of Biogeography 28: 31–46.

    Article  Google Scholar 

  • Weckström, J., A. Korhola & T. Blom, 1997. The relationship between diatoms and water temperature in thirty subarctic Fennoscandian lakes. Arctic and Alpine Research 29: 75–92.

    Article  Google Scholar 

  • Weledeh Yellowknives Dene, 1997. Weledeh Yellowknives Dene: A History. Yellowknives Dene First Nation Elders Advisory Council, Dettah.

    Google Scholar 

  • Wolfe, S. A., 1998. Living with Frozen Ground: A Field Guide to Permafrost in Yellowknife, Northwest Territories. Geological Survey of Canada Miscellaneous Report 64.

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Acknowledgements

We would like to thank Brian Cumming, Matthew Duda, Neal Michelutti, Kathleen Rühland, Jamie Summers, and Emily Stewart for various discussions. We also gratefully acknowledge field assistance by Mija Azdajic, Cynthia Cheney, Kristen Coleman, Dave Eickmeyer, Kirsten Maitland, Mike Palmer, Christopher Schuh, Emily Stewart, and Joshua Thienpont. Water chemistry analysis by Judy Mah and the Taiga Environmental Laboratory are also acknowledged. This manuscript benefitted greatly from the constructive feedback provided by two anonymous reviewers. This study was funded by a Natural Sciences and Engineering Research Council of Canada (NSERC) Strategic Grant and Polar Continental Shelf Program Grants to Jules Blais and John Smol, as well as an NSERC Postgraduate Scholarship D, Northern Scientific Training Program, W. Garfield Weston Scholarship for Northern Research (Doctoral), and an Arthur B. McDonald Prize to Branaavan Sivarajah.

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Sivarajah, B., Korosi, J.B., Blais, J.M. et al. Multiple environmental variables influence diatom assemblages across an arsenic gradient in 33 subarctic lakes near abandoned gold mines. Hydrobiologia 841, 133–151 (2019). https://doi.org/10.1007/s10750-019-04014-1

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