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AMBIO

, Volume 41, Supplement 3, pp 303–312 | Cite as

Future Distribution of Arctic Char Salvelinus alpinus in Sweden under Climate Change: Effects of Temperature, Lake Size and Species Interactions

  • Catherine L. Hein
  • Gunnar Öhlund
  • Göran Englund
Article

Abstract

Novel communities will be formed as species with a variety of dispersal abilities and environmental tolerances respond individually to climate change. Thus, models projecting future species distributions must account for species interactions and differential dispersal abilities. We developed a species distribution model for Arctic char Salvelinus alpinus, a freshwater fish that is sensitive both to warm temperatures and to species interactions. A logistic regression model using lake area, mean annual air temperature (1961–1990), pike Esox lucius and brown trout Salmo trutta occurrence correctly classified 95 % of 467 Swedish lakes. We predicted that Arctic char will lose 73 % of its range in Sweden by 2100. Predicted extinctions could be attributed both to simulated temperature increases and to projected pike invasions. The Swedish mountains will continue to provide refugia for Arctic char in the future and should be the focus of conservation efforts for this highly valued fish.

Keywords

Climate change Freshwater fish Species distribution models Species interactions Dispersal 

Notes

Acknowledgments

This research was funded by FORMAS (#2007-1149).

References

  1. Araujo, M.B., and M. Luoto. 2007. The importance of biotic interactions for modelling species distributions under climate change. Global Ecology and Biogeography 16: 743–753.CrossRefGoogle Scholar
  2. Bradshaw, W.E., and C.M. Holzapfel. 2006. Climate change—Evolutionary response to rapid climate change. Science 312: 1477–1478.CrossRefGoogle Scholar
  3. Burnham, K.P., and D.R. Anderson. 2002. Model selection and multimodel inference: A practical information-theoretic approach. New York: Springer.Google Scholar
  4. Byström, P., J. Karlsson, P. Nilsson, T. Van Kooten, J. Ask, and F. Olofsson. 2007. Substitution of top predators: Effects of pike invasion in a subarctic lake. Freshwater Biology 52: 1271–1280.CrossRefGoogle Scholar
  5. Chu, C., N.E. Mandrak, and C.K. Minns. 2005. Potential impacts of climate change on the distributions of several common and rare freshwater fishes in Canada. Diversity and Distributions 11: 299–310.CrossRefGoogle Scholar
  6. Ekman, S. 1922. The history of animal distributions on the Scandinavian Peninsula. Stockholm: Albert Bonniers Förlag (in Swedish).Google Scholar
  7. Elliott, J.M. 1982. The effects of temperature and ration size on the growth and energetics of salmonid fish in captivity. Comparative Biochemistry and Physiology 73: 81–92.CrossRefGoogle Scholar
  8. Elliott, J.M., and J.A. Elliott. 2010. Temperature requirements of Atlantic salmon Salmo salar, brown trout Salmo trutta and Arctic charr Salvelinus alpinus: predicting the effects of climate change. Journal of Fish Biology 77: 1793–1817.CrossRefGoogle Scholar
  9. Englund, G., F. Johansson, P. Olofsson, J. Salonsaari, and J. Öhman. 2009. Predation leads to assembly rules in fragmented fish communities. Ecology Letters 12: 663–671.CrossRefGoogle Scholar
  10. Eriksson, T., J. Andersson, P. Byström, M. Hörnell-Willebrand, T. Laitila, C. Sandström, and T. Willebrand. 2006. Fish and wildlife in the Swedish mountain area—Resources, use and management. International Journal of Biodiversity and Management 2: 334–342.CrossRefGoogle Scholar
  11. Fagan, W.F. 2002. Connectivity, fragmentation, and extinction risk in dendritic metapopulations. Ecology 83: 3243–3249.CrossRefGoogle Scholar
  12. Fang, X., and H.G. Stefan. 2009. Simulations of climate effects on water temperature, dissolved oxygen, and ice and snow covers in lakes of the contiguous United States under past and future climate scenarios. Limnology and Oceanography 54: 2359–2370.CrossRefGoogle Scholar
  13. Fielding, A.H., and J.F. Bell. 1997. A review of methods for the assessment of prediction errors in conservation presence/absence models. Environmental Conservation 24: 38–49.CrossRefGoogle Scholar
  14. Filipsson, O. 1994. New fish populations as a result of stocking or spreading of fish. Information från Sötvattenslaboratoriet 2: 1–65 (in Swedish).Google Scholar
  15. Finstad, A.G., T. Forseth, B. Jonsson, E. Bellier, T. Hesthagen, A.J. Jensen, D.O. Hessen, and A. Foldvik. 2011. Competitive exclusion along climate gradients: Energy efficiency influences the distribution of two salmonid fishes. Global Change Biology 17: 1703–1711.CrossRefGoogle Scholar
  16. Fry, F.E.J. 1971. The effect of environmental factors on the physiology of fish. In Fish physiology, vol. 6, ed. W.S. Hoar, and D.J. Randall. New York: Academic Press.Google Scholar
  17. Gotelli, N.J., G.R. Graves, and C. Rahbek. 2010. Macroecological signals of species interactions in the Danish avifauna. Proceedings of the National Academy of Sciences of the United States of America 107: 5030–5035.CrossRefGoogle Scholar
  18. Hammar, J. 1992. The significance of the Arctic char (Salvelinus alpinus) species complex in Sweden: Distribution, biology and status of an ice-age reminiscence. In Proceedings of the seventh ISACF workshop on Arctic char, ed. P.S. Maitland, 47–63. Drottningholm: International Society of Arctic Char Fanatics.Google Scholar
  19. Hanski, I. 2011. Habitat loss, the dynamics of biodiversity, and a perspective on conservation. AMBIO 40: 248–255.CrossRefGoogle Scholar
  20. Heikkinen, R.K., M. Luoto, R. Virkkala, R.G. Pearson, and J.H. Korber. 2007. Biotic interactions improve prediction of boreal bird distributions at macro-scales. Global Ecology and Biogeography 16: 754–763.CrossRefGoogle Scholar
  21. Hein, C.L., G. Öhlund, and G. Englund. 2011. Dispersal through stream networks: Modelling climate-driven range expansions of fishes. Diversity and Distributions 17: 641–651.CrossRefGoogle Scholar
  22. Hershey, A.E., G.A. Gettel, M.E. McDonald, M.C. Miller, H. Mooers, W.J. O’Brien, J. Pastor, C. Richards, et al. 1999. A geomorphic-trophic model for landscape control of Arctic lake food webs. BioScience 49: 887–897.CrossRefGoogle Scholar
  23. Hutchinson, G.E. 1957. Concluding remarks. Cold Spring Harbor Symposium on Quantitative Biology 22: 415–457.CrossRefGoogle Scholar
  24. IPCC (Intergovernmental Panel on Climate Change). 2007. Climate change 2007, Synthesis report. In Contribution of working groups I, II, and III to the fourth assessment report of the Intergovernmental Panel on Climate Change, ed. Core Writing Team, R.K. Pachauri, and A. Reisinger. Geneva, Switzerland: IPCC.Google Scholar
  25. Jackson, D.A., P.R. Peres-Neto, and J.D. Olden. 2001. What controls who is where in freshwater fish communities—The roles of biotic, abiotic, and spatial factors. Canadian Journal of Fisheries and Aquatic Sciences 58: 157–170.Google Scholar
  26. Jeppesen, E., K. Christoffersen, F. Landkildehus, T. Lauridsen, S.L. Amsinck, F. Riget, and M. Sondergaard. 2001. Fish and crustaceans in northeast Greenland lakes with special emphasis on interactions between Arctic charr (Salvelinus alpinus), Lepidurus arcticus and benthic chydorids. Hydrobiologia 442: 329–337.CrossRefGoogle Scholar
  27. Jonsson, M., G. Englund, and D.A. Wardle. 2011. Direct and indirect effects of area, energy and habitat heterogeneity on breeding bird communities. Journal of Biogeography 38: 1186–1196.CrossRefGoogle Scholar
  28. Jonsson, B., and N. Jonsson. 2009. A review of the likely effects of climate change on anadromous Atlantic salmon Salmo salar and brown trout Salmo trutta, with particular reference to water temperature and flow. Journal of Fish Biology 75: 2381–2447.CrossRefGoogle Scholar
  29. Kjellström, E., L. Barring, U. Hansson, C. Jones, P. Samuelsson, M. Rummukainen, A. Ullerstig, U. Willen, et al. 2005. A 140-year simulation of European climate with the new version of the Rossby Center regional atmospheric climate model (RCA3). Swedish Meteorological and Hydrological Institute, Report 108, Norrköping, Sweden.Google Scholar
  30. Klemetsen, A., P.A. Amundsen, J.B. Dempson, B. Jonsson, N. Jonsson, M.F. O’Connell, and E. Mortensen. 2003. Atlantic salmon Salmo salar L., brown trout Salmo trutta L. and Arctic charr Salvelinus alpinus (L.): A review of aspects of their life histories. Ecology of Freshwater Fish 12: 1–59.CrossRefGoogle Scholar
  31. Langeland, A., J.H. Abeelund, B. Jonsson, and N. Jonsson. 1991. Resource partitioning and niche shift in Arctic charr Salvelinus alpinus and brown trout Salmo trutta. Journal of Animal Ecology 60: 895–912.CrossRefGoogle Scholar
  32. Liu, C.R., P.M. Berry, T.P. Dawson, and R.G. Pearson. 2005. Selecting thresholds of occurrence in the prediction of species distributions. Ecography 28: 385–393.CrossRefGoogle Scholar
  33. Magnuson, J.J., L.B. Crowder, and P.A. Medwick. 1979. Temperature as an ecological resource. American Zoologist 19: 331–343.Google Scholar
  34. Neverman, D., and W.A. Wurtsbaugh. 1994. The thermoregulatory function of diel vertical migration for a juvenile fish, Cottus extensus. Oecologia 98: 247–256.CrossRefGoogle Scholar
  35. Nilsson, C., C.A. Reidy, M. Dynesius, and C. Revenga. 2005. Fragmentation and flow regulation of the world’s large river systems. Science 308: 405–408.CrossRefGoogle Scholar
  36. Öhman, J., I. Buffam, G. Englund, A. Blom, E. Lindgren, and H. Laudon. 2006. Associations between water chemistry and fish community composition: A comparison between isolated and connected lakes in northern Sweden. Freshwater Biology 51: 510–522.CrossRefGoogle Scholar
  37. Parmesan, C., and G. Yohe. 2003. A globally coherent fingerprint of climate change impacts across natural systems. Nature 421: 37–42.CrossRefGoogle Scholar
  38. Pearson, R.G., and T.P. Dawson. 2003. Predicting the impacts of climate change on the distribution of species: Are bioclimate envelope models useful? Global Ecology and Biogeography 12: 361–371.CrossRefGoogle Scholar
  39. R Development Core Team. 2011. R: A language and environment for statistical computing, R Foundation for Statistical Computing. Vienna: R Development Core Team. http://www.R-project.org.
  40. Reist, J.D., F.J. Wrona, T.D. Prowse, M. Power, J.B. Dempson, R.J. Beamish, J.R. King, T.J. Carmichael, et al. 2006a. General effects of climate change on Arctic fishes and fish populations. AMBIO 35: 370–380.CrossRefGoogle Scholar
  41. Reist, J.D., F.J. Wrona, T.D. Prowse, M. Power, J.B. Dempson, J.R. King, and R.J. Beamish. 2006b. An overview of effects of climate change on selected Arctic freshwater and anadromous fishes. AMBIO 35: 381–387.CrossRefGoogle Scholar
  42. Ritchie, E.G., J.K. Martin, C.N. Johnson, and B.J. Fox. 2009. Separating the influences of environment and species interactions on patterns of distribution and abundance: Competition between large herbivores. Journal of Animal Ecology 78: 724–731.CrossRefGoogle Scholar
  43. Roeckner, E., L. Bengtsson, J. Feichten, J. Lelieveld, and H. Rodhe. 1999. Transient climate change simulations with a coupled atmosphere-ocean GCM including the Tropospheric sulfur cycle. Journal of Climate 12: 3004–3032.CrossRefGoogle Scholar
  44. Sandlund, O.T., J. Museth, T.F. Naesje, S. Rognerud, R. Saksgard, T. Hesthagen, and R. Borgstrom. 2010. Habitat use and diet of sympatric Arctic charr (Salvelinus alpinus) and whitefish (Coregonus lavaretus) in five lakes in southern Norway: Not only interspecific population dominance? Hydrobiologia 650: 27–41.CrossRefGoogle Scholar
  45. Schweiger, O., J. Settele, O. Kudrna, S. Klotz, and I. Kuhn. 2008. Climate change can cause spatial mismatch of trophically interacting species. Ecology 89: 3472–3479.CrossRefGoogle Scholar
  46. Sharma, S., D.A. Jackson, and C.K. Minns. 2009. Quantifying the potential effects of climate change and the invasion of smallmouth bass on native lake trout populations across Canadian lakes. Ecography 32: 517–525.CrossRefGoogle Scholar
  47. Spens, J., and J.P. Ball. 2008. Salmonid or nonsalmonid lakes: Predicting the fate of northern boreal fish communities with hierarchical filters relating to a keystone piscivore. Canadian Journal of Fisheries and Aquatic Sciences 65: 1945–1955.CrossRefGoogle Scholar
  48. Torgersen, C.E., D.M. Price, H.W. Li, and B.A. McIntosh. 1999. Multiscale thermal refugia and stream habitat associations of Chinook salmon in northeastern Oregon. Ecological Applications 9: 301–319.CrossRefGoogle Scholar
  49. Walther, G.R. 2010. Community and ecosystem responses to recent climate change. Philosophical Transactions of the Royal Society B-Biological Sciences 365: 2019–2024.CrossRefGoogle Scholar
  50. Yang, Z.L., E. Hanna, and T.V. Callaghan. 2011. Modelling surface-air-temperature variation over complex terrain around Abisko, Swedish Lapland: Uncertainties of measurements and models at different scales. Geografiska Annaler Series A-Physical Geography 93A: 89–112.CrossRefGoogle Scholar

Copyright information

© Royal Swedish Academy of Sciences 2012

Authors and Affiliations

  • Catherine L. Hein
    • 1
  • Gunnar Öhlund
    • 2
  • Göran Englund
    • 2
  1. 1.Climate Impacts Research Centre (CIRC)Abisko Scientific Research StationAbiskoSweden
  2. 2.Department of Ecology and Environmental ScienceUmeå UniversityUmeåSweden

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