Biological Invasions

, Volume 19, Issue 2, pp 503–519 | Cite as

Assessing conditions influencing the longitudinal distribution of exotic brown trout (Salmo trutta) in a mountain stream: a spatially-explicit modeling approach

  • Christy S. Meredith
  • Phaedra Budy
  • Mevin B. Hooten
  • Marcos Oliveira Prates
Original Paper

Abstract

Trout species often segregate along elevational gradients, yet the mechanisms driving this pattern are not fully understood. On the Logan River, Utah, USA, exotic brown trout (Salmo trutta) dominate at low elevations but are near-absent from high elevations with native Bonneville cutthroat trout (Onchorhynchus clarkii utah). We used a spatially-explicit Bayesian modeling approach to evaluate how abiotic conditions (describing mechanisms related to temperature and physical habitat) as well as propagule pressure explained the distribution of brown trout in this system. Many covariates strongly explained redd abundance based on model performance and coefficient strength, including average annual temperature, average summer temperature, gravel availability, distance from a concentrated stocking area, and anchor ice-impeded distance from a concentrated stocking area. In contrast, covariates that exhibited low performance in models and/or a weak relationship to redd abundance included reach-average water depth, stocking intensity to the reach, average winter temperature, and number of days with anchor ice. Even if climate change creates more suitable summer temperature conditions for brown trout at high elevations, our findings suggest their success may be limited by other conditions. The potential role of anchor ice in limiting movement upstream is compelling considering evidence suggesting anchor ice prevalence on the Logan River has decreased significantly over the last several decades, likely in response to climatic changes. Further experimental and field research is needed to explore the role of anchor ice, spawning gravel availability, and locations of historical stocking in structuring brown trout distributions on the Logan River and elsewhere.

Keywords

Brown trout Invasion Anchor ice Temperature Spawning gravel Propagule pressure 

Notes

Acknowledgements

The Utah Division of Wildlife Resources, the U. S. Geological Survey Utah Cooperative Fish and Wildlife Research Unit (in-kind), the U.S. Forest Service, Utah State University Ecology Center, Utah State University School of Graduate Studies, and a George L. Disborough Trout Unlimited Research grant provided funding and/or materials towards this study. We would like to thank Gary Thiede for providing logistical support for this project as well as numerous field technicians and volunteers who helped in data collection, especially L. Goss, P. Mason, E. Castro, M. Weston, J. Randall, and C. Saunders. Brett Roper, Chris Luecke and Jack Schmidt reviewed previous versions of this manuscript. We also thank the Utah Division of Wildlife Resources, especially Matt McKell, for providing stocking records. In addition, we are grateful to our anonymous reviewers for providing suggestions to improve the manuscript. We performed this research under the auspices of Utah State University IACUC Protocol 2022. Any use of trade, firm or product names is for descriptive purposes only and does not imply endorsement by the U. S. Government.

References

  1. Al-Chokhachy R, Budy P, Schaller H (2005) Understanding the significance of redd counts: a comparison between two methods for estimating the abundance of and monitoring bull trout populations. N Am J Fish Manag 25:1505–1512CrossRefGoogle Scholar
  2. Assunção RM, Prates MO, Castilho ER (2016) Where geography lives? A projection approach for spatial confounding. https://arxiv.org/abs/1407.5363
  3. Ayllon D, Almodovar A, Nicola GG, Elvira B (2010) Ontogenetic and spatial variations in brown trout habitat selection. Ecol Freshw Fish 19:420–432CrossRefGoogle Scholar
  4. Baltz DM, Moyle PB (1993) Invasion resistance to introduced species by a native assemblage of California stream fishes. Ecol Appl 3:246–255CrossRefPubMedGoogle Scholar
  5. Baxter JS, McPhail JD (1999) The influence of redd site selection, groundwater upwelling, and over-winter incubation temperature on survival of bull trout (Salvelinus confluentus) from egg to alevin. Can J Zool 77:1233–1239CrossRefGoogle Scholar
  6. Beard TD, Carline RF (1991) Influence of spawning and other stream habitat on spatial variability of wild brown trout. Trans Am Fish Soc 120:711–722CrossRefGoogle Scholar
  7. Borgstrøm R, Museth J (2005) Accumulated snow and summer temperature—critical factors for recruitment to high mountain populations of brown trout (Salmo trutta L.). Ecol Freshw Fish 14:375–384CrossRefGoogle Scholar
  8. Bozek MA, Hubert WA (1992) Segregation of resident trout in streams as predicted by three habitat dimensions. Can J Zool 70:886–890CrossRefGoogle Scholar
  9. Brown RS, Mackay WC (1995) Fall and winter movements and habitat use by cutthroat trout in the Ram River, Alberta. Trans Am Fish Soc 124:873–885CrossRefGoogle Scholar
  10. Budy P, Thiede GP, McHugh P, Hansen ES, Wood J (2008) Exploring the relative influence of biotic interactions and environmental conditions on the abundance and distribution of exotic brown trout (Salmo trutta) in a high mountain stream. Ecol Freshw Fish 17:554–566CrossRefGoogle Scholar
  11. Buisson L, Blanc L, Grenouillet G (2008) Modelling stream fish species distribution in a river network: the relative effects of temperature versus physical factors. Ecol Freshw Fish 2:244–257CrossRefGoogle Scholar
  12. Burner CJ (1951) Characteristics of spawning nests of Columbia River salmon. Fish Bull 52:95–110Google Scholar
  13. Colautti RI (2005) Are characteristics of introduced salmonid fishes biased by propagule pressure? Can J Fish Aquat Sci 62:950–959CrossRefGoogle Scholar
  14. Cunjak RA (1988) Physiological consequences of overwintering in streams: the cost of acclimization? Can J Fish Aquat Sci 45:443–452CrossRefGoogle Scholar
  15. Cunjak RA, Power G (1986) Winter habitat utilization by stream resident brook trout (Salvelinus fontinalis) and brown trout (Salmo trutta). Can J Fish Aquat Sci 43:1970–1981CrossRefGoogle Scholar
  16. de la Hoz Franco E, Budy P (2005) Effects of biotic and abiotic factors on the distribution of trout and salmon along a longitudinal stream gradient. Environ Biol Fishes 72:379–391CrossRefGoogle Scholar
  17. Elliott JM (1976) The energetics of feeding, metabolism, and growth of brown trout (Salmo trutta L.) in relation to body weight, water temperature and ration size. J Anim Ecol 45:923–948CrossRefGoogle Scholar
  18. ESRI (2014) ArcGIS Desktop: Release 10.2. Environmental Systems Research Institute, RedlandsGoogle Scholar
  19. Gesch D, Oimoen M, Greenlee S, Nelson C, Steuck M, Tyler D (2002) The National Elevation Dataset. Photogramm Eng Remote Sens 68:5–11Google Scholar
  20. Golden LA, Springer GS (2006) Channel geometry, median grain size, and stream power in small mountain streams. Geomorphology 78:64–76CrossRefGoogle Scholar
  21. Hooten MB, Hobbs NT (2015) A guide to Bayesian model selection for ecologists. Ecol Monogr 85:3–28CrossRefGoogle Scholar
  22. Hudy M, Coombs JA, Nislow KH, Letcher BH (2010) Dispersal and within-stream spatial population structure of brook trout revealed by pedigree reconstruction analysis. Trans Am Fish Soc 139:1276–1287CrossRefGoogle Scholar
  23. Jowett IG, Richardson J (1996) Distribution and abundance of freshwater fish in New Zealand rivers. N Z J Mar Freshw Res 30:239–255CrossRefGoogle Scholar
  24. Kondolf GM (1997) Application of the pebble count: notes on purpose, method, and variants. J Am Water Resour Assoc 33:79–87CrossRefGoogle Scholar
  25. Kondolf GM, Wolman GM (1993) The sizes of salmonid spawning gravels. Water Resour Res 29:2275–2285CrossRefGoogle Scholar
  26. Lichstein JW (2002) Spatial autocorrelation and autoregressive models in ecology. Ecol Monogr 72:445–463CrossRefGoogle Scholar
  27. Linnansaari T, Cunjak RA, Newbury R (2008) Winter behaviour of juvenile Atlantic salmon Salmo salar L. in experimental stream channels: effect of substratum size and full ice cover on spatial distribution and activity pattern. J Fish Biol 72:2518–2533CrossRefGoogle Scholar
  28. Lobon-Cervia J, Utrilla C, Rincon P, Amezcua F (1997) Environmentally induced spatio-temporal variations in the fecundity of brown trout Salmo trutta L: trade-offs between egg size and number. Freshw Biol 38:277–288CrossRefGoogle Scholar
  29. Lockwood JL, Cassey P, Blackburn T (2005) The role of propagule pressure in explaining species invasions. Trends Ecol Evol 20:223–228CrossRefPubMedGoogle Scholar
  30. Lowe S, Browne M, Boudjelas S, P. Global Invasive Species, and I. S. I. S. S. Group (2000) 100 of the world’s worst invasive alien species: a selection from the global invasive species database. Invasive Species Specialist Group, AucklandGoogle Scholar
  31. McHugh P, Budy P (2005) An experimental evaluation of competitive and thermal effects on brown trout (Salmo trutta) and Bonneville cutthroat trout (Oncorhynchus clarkii utah) performance along an altitudinal gradient. Can J Fish Aquat Sci 62:2784–2795CrossRefGoogle Scholar
  32. McIntosh A, McHugh P, Budy P (2012) Chapter 24: Salmo trutta (brown trout). In: A handbook of global freshwater invasive species, New York, NY, pp 285–298Google Scholar
  33. Meredith CS (2012) Factors influencing the distribution of brown trout (Salmo trutta) in a mountain stream: implications for brown trout invasion success. Dissertation, Utah State UniversityGoogle Scholar
  34. Meyer KA, Griffith JS (1997) First-winter survival of rainbow trout and brook trout in the Henrys Fork of the Snake River, Idaho. Can J Zool 75:59–63CrossRefGoogle Scholar
  35. Mohseni O, Stefan HG, Erickson TR (1998) A nonlinear regression model for weekly stream temperatures. Water Resour Res 34:2685–2692CrossRefGoogle Scholar
  36. Moir JJ, Gibbins CN, Buffington JM, Webb JH, Soulsby C, Brewer MJ (2009) A new method to identify the fluvial regimes used by spawning salmonids. Can J Fish Aquat Sci 66:1404–1408CrossRefGoogle Scholar
  37. Montgomery DR, Beamer EM, Pess GR, Quinn TP (1999) Channel type and salmonid spawning distribution and abundance. Can J Fish Aquat Sci 56:377–387CrossRefGoogle Scholar
  38. Needham PR, Jones AC (1959) Flow, temperature, solar radiation, and ice in relation to activities of fishes in Sagehen Creek. California 40:465–474Google Scholar
  39. Peterson EE, Ver Hoef JM (2010) A mixed-model averaging approach to geostatistical modeling in stream networks. Ecology 91:644–651CrossRefPubMedGoogle Scholar
  40. R Core Development Team (2014) R: a language and environment for statistical computing. R Foundation for Statistical Computing, ViennaGoogle Scholar
  41. Rahel FJ, Nibbelink NP (1999) Spatial patterns in relations among brown trout (Salmo trutta) distribution, summer air temperature, and stream size in Rocky Mountain streams. Can J Fish Aquat Sci 56:43–51CrossRefGoogle Scholar
  42. Rue H, Martino S, Chopin N (2009) Approximate bayesian inference for latent gaussian models by using integrated nested Laplace approximations. J R Stat Soc B 71:319–392CrossRefGoogle Scholar
  43. Sakai AK, Allendorf FW, Holt JS, Lodge DM, Molofsky J, With KA, Baughman S, Cabin RJ, Cohen JE, Ellstrand NC (2001) The population biology of invasive species. Annu Rev Ecol Syst 32:305–332CrossRefGoogle Scholar
  44. Schabengerger O, Gotway CA (2004) Statistical methods for spatial data analysis. Chapman and Hall, Boca RatonGoogle Scholar
  45. Schrödle B, Held L, Riebler A, Danuser J (2010) Using integrated nested Laplace approximations for the evaluation of veterinary surveillance data from Switzerland: a case-study. J R Stat Soc Ser C (Appl Stat) 60:261–279CrossRefGoogle Scholar
  46. Sepulveda AJ, Colyer WT, Lowe WH, Vinson MR (2009) Using nitrogen stable isotopes to detect long-distance movement in a threatened cutthroat trout (Oncorhynchus clarkii utah). Can J Fish Aquat Sci 66:672–682CrossRefGoogle Scholar
  47. Shirvell CS, Dungey RG (1983) Microhabitats chosen by brown trout for feeding and spawning in rivers. Trans Am Fish Soc 112:355–367CrossRefGoogle Scholar
  48. Smith RW, Griffith JS (1994) Survival of rainbow trout during their first winter in the Henrys Fork of the Snake River Idaho. Trans Am Fish Soc 123:747–756CrossRefGoogle Scholar
  49. Stenseth NC, Mysterud A (2002) Climate, changing phenology, and other life history traits: nonlinearity and match-mismatch to the environment. Proc Natl Acad Sci USA 99:13379–13381CrossRefPubMedPubMedCentralGoogle Scholar
  50. Stonecypher RJ, Hubert WA, Gern WA (1994) Effect of reduced temperatures on survival of trout embryos. Progress Fish Cult 56:180–184CrossRefGoogle Scholar
  51. Thurow RF, Peterson JT, Guzevich JW (2006) Utility and validation of day and night snorkel counts for estimating bull trout abundance in first to third order streams. N Am J Fish Manag 26:217–232CrossRefGoogle Scholar
  52. Weigel DE, Sorensen PW (2001) The influence of habitat characteristics on the longitudinal distribution of brook, brown, and rainbow trout in a small Midwestern stream. J Freshw Ecol 16:599–613CrossRefGoogle Scholar
  53. Wenger SJ, Isaak DJ, Luce CH, Nelville HM, Fausch KD, Dunham JB, Dauwalter DC, Young MK, Elsner MM, Rieman BE, Hamlet AF, Williams JE (2011) Flow regime, temperature, and biotic interactions drive differential declines of trout species under climate change. Proc Natl Acad Sci USA 108:14175–14180CrossRefPubMedPubMedCentralGoogle Scholar
  54. Westley PAH, Fleming IA (2011) Landscape factors that shape a slow and persistent aquatic invasion: brown trout in Newfoundland 1883–2010. Divers Distrib 17:566–579CrossRefGoogle Scholar
  55. Williamson MH (1996) The origins and the success and failure of invasion. In: Biological invasions. Chapman and Hall, Boca Raton, pp 28–54Google Scholar
  56. Wolman MG (1954) A method of sampling coarse river-bed material. Earth Space News 35:951–956Google Scholar
  57. Wood J, Budy P (2009) The role of environmental factors in determining early survival and invasion success of exotic brown trout. Trans Am Fish Soc 138:756–767CrossRefGoogle Scholar
  58. Young MK (1994) Mobility of brown trout in south-central Wyoming streams. Can J Zool 72:2078–2083CrossRefGoogle Scholar

Copyright information

© Springer International Publishing Switzerland 2016

Authors and Affiliations

  • Christy S. Meredith
    • 1
  • Phaedra Budy
    • 1
    • 2
  • Mevin B. Hooten
    • 3
    • 4
    • 5
  • Marcos Oliveira Prates
    • 6
  1. 1.Department of Watershed Sciences and Ecology CenterUtah State UniversityLoganUSA
  2. 2.U. S. Geological Survey, Utah Cooperative Fish and Wildlife Research UnitUtah State UniversityLoganUSA
  3. 3.U. S. Geological Survey, Colorado Cooperative Fish and Wildlife Research UnitColorado State UniversityFort CollinsUSA
  4. 4.Department of Fish, Wildlife, and Conservation BiologyColorado State UniversityFort CollinsUSA
  5. 5.Department of StatisticsColorado State UniversityFort CollinsUSA
  6. 6.Department of StatisticsUniversidade Federal de Minas GeraisBelo HorizonteBrazil

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