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Combining energetic profitability and cover effects to evaluate salmonid habitat quality

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Abstract

Recent studies have demonstrated that the energetic profitability (net energy intake potential; NEI potential) of a habitat, which is calculated as the gross energy gain from foraging minus the energy expenditure from swimming at a focal point, may be a useful tool for predicting the salmonid biomass. The effectiveness of the NEI potential should be tested in various systems. Even if the NEI potential is validated, its predictive accuracy and transferability could be limited if the cover habitat, which is known to be an important factor for determining salmonid abundance, is not considered. We tested whether the NEI potential is effective for predicting the salmonid biomass even in a stream with abundant cover and whether combining the NEI potential and cover effects can improve the predictability of fish biomass using a generalized linear model. Our results demonstrated that the NEI potential could generally predict the fish biomass (percent deviance explained = 79.9 %), and the model that incorporated both the NEI potential and the cover ratio improved the predictive accuracy (percent deviance explained = 88.5 %). These results suggest that energetic profitability can be an effective indicator for assessing habitat quality and is relatively transferable to other systems. Furthermore, when cover effects are considered, the habitat quality is more accurately represented; thus, combining the energetic profitability and the cover effects might improve the transferability of the assessment across habitats.

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References

  • Beecher HA, Caldwell BA, DeMond SB (2002) Evaluation of depth and velocity preferences of juvenile coho salmon in Washington streams. N Am J Fish Manag 22:785–795

    Article  Google Scholar 

  • Beecher HA, Caldwell BA, DeMond SB, Seiler D, Boessow SN (2010) An empirical assessment of PHABSIM using long-term monitoring of coho salmon smolt production in Bingham Creek, Washington. N Am J Fish Manag 30:1529–1543

    Article  Google Scholar 

  • Behnke AC (1990) A perspective on America’s vanishing streams. J N Am Benthol Soc 9:77–88

    Article  Google Scholar 

  • Bjorn TC, Reiser DW (1991) Habitat requirements of salmonids in streams. In: Meehan WR (ed) Influences of forest and rangeland management on salmonid fishes and their habitats. Special Publication 19. American Fisheries Society, Bethesda, pp 83–138

    Google Scholar 

  • Bourgeois G, Cunjak RA, Caissie D, El-Jabi N (1996) A spatial and temporal evaluation of PHABSIM in relation to measured density of juvenile atlantic salmon in a small stream. N Am J Fish Manag 16:154–166

    Article  Google Scholar 

  • Burnham KP, Anderson DR (1998) Model selection and inference: a practical information-theoretic approach. Springer, Berlin

    Book  Google Scholar 

  • Cada GF, Loara JM, Sale MJ (1987) Evidence of food limitation of rainbow and brown trout in southern Appalachian soft-water streams. Trans Am Fish Soc 116:692–702

    Article  Google Scholar 

  • Carle FL, Strub MR (1978) A new method for estimating population size from removal data. Biometrics 34:621–630

    Article  Google Scholar 

  • Crawley M (2002) Statistical computing: an introduction to data analysis using Splus. Wiley, London

    Google Scholar 

  • Cummins KW, Wuycheck JC (1971) Caloric equivalents for investigations in ecological energetics. Mitt Int Ver Theor Angew Limnol 18:1–158

    Google Scholar 

  • Dobson A (1999) An introduction to generalized liner models. Chapman, London

    Google Scholar 

  • Dynesius M, Nilsson C (1994) Fragmentation and flow regulation of river systems in the northern third of the world. Science 266:753–762

    Article  PubMed  CAS  Google Scholar 

  • Fausch KD (1984) Profitable stream positions for salmonids: relating specific growth rate to net energy gain. Can J Zool 62:441–451

    Article  Google Scholar 

  • Fausch KD (1988) Tests of competition between native and introduced salmonids in streams: what have we learned? Can J Fish Aquat Sci 45:2238–2246

    Article  Google Scholar 

  • Fausch KD (1993) Experimental analysis of microhabitat selection by juvenile steelhead (Oncorhynchus mykiss) and coho salmon (O.kisutch) in a British Columbia stream. Can J Fish Aquat Sci 50:1198–1207

    Article  Google Scholar 

  • Fausch KD, Nakano S, Kitano S (1997) Experimentally induced foraging mode shift by sympatric charrs in a Japanese mountain stream. Behav Ecol 8:414–420

    Article  Google Scholar 

  • Filbert RB, Hawkins CP (1995) Variation in condition of rainbow trout in relation to food, temperature, and individual length in the Green river, Utah. Trans Am Fish Soc 124:824–835

    Article  Google Scholar 

  • Giannico GR (2000) Habitat selection by juvenile coho salmon in response to food and woody debris manipulations in suburban and rural stream sections. Can J Fish Aquat Sci 57:1804–1813

    Article  Google Scholar 

  • Gregory SV, Bisson PA (1997) Degradation and loss of anadromous salmonid habitat in the Pacific Northwest. In: Stouder DJ, Bisson PA, Naiman RJ (eds) Pacific salmon and their ecosystems: status and future options. Chapman & Hall, New York, pp 277–314

    Chapter  Google Scholar 

  • Grossman GD, Rincon PA, Fair MD, Ratajczak RE Jr (2002) A new optimal foraging model predicts habitat use by drift-feeding stream minnows. Ecol Freshw Fish 11:2–10

    Article  Google Scholar 

  • Guay JC, Boisclair D, Leclerc M, Lapointe M, Legendre P (2000) Development and validation of numerical habitat models for juveniles of Atlantic salmon (Salmo salar). Can J Fish Aquat Sci 57:2065–2075

    Article  Google Scholar 

  • Guay JC, Boisclair D, Leclerc M, Lapointe M (2003) Assesment of the transferability of biological habitat models for Atlantic salmon parr (Salmo salar). Can J Fish Aquat Sci 60:1398–1408

    Article  Google Scholar 

  • Guensch GR, Hardy TB, Addley RC (2001) Examining feeding strategies and position choice of drift-feeding salmonids using an individual-based, mechanistic foraging model. Can J Fish Aquat Sci 58:446–457

    Google Scholar 

  • Hayes JW, Hughes NF, Kelly LH (2007) Process-based modelling of invertebrate drift transport, net energy intake and reach carrying capacity for drift-feeding salmonids. Ecol Model 207:171–178

    Article  Google Scholar 

  • Helfman GS (1981) The advantage to fish of hovering in shade. Copeia 1981:392–400

    Article  Google Scholar 

  • Hughes NF (1992a) Ranking of positions by drift-feeding arctic grayling (Thymallus arcticus) in dominance hierarchies. Can J Fish Aquat Sci 49:1994–1998

    Article  Google Scholar 

  • Hughes NF (1992b) Selection of positions by drift-feeding salmonids in dominance hierarchies: model and test for arctic grayling (Thymallus arcticus) in subarctic mountainstreams, interior Alaska. Can J Fish Aquat Sci 49:1999–2008

    Article  Google Scholar 

  • Hughes NF, Dill LM (1990) Position choice by drift-feeding salmonids: model and test for Arctic grayling (Thmallus arcticus) in subarctic mountain streams, interior Alaska. Can J Fish Aquat Sci 47:2039–2048

    Article  Google Scholar 

  • Hughes NF, Hayes JW, Shearer KA, Young RG (2003) Testing a model of drift-feeding using three-dimensional videography of wild brown trout, Salmo trutta, in a New Zealand river. Can J Fish Aquat Sci 60:1462–1476

    Article  Google Scholar 

  • Hunt RL (1969) Overwinter survival of wild fingerling brook trout in Lawrence Creek, Wisconsin. J Fish Res Board Can 26:1473–1483

    Article  Google Scholar 

  • Imre I, Grant JW, Keeley ER (2002) The effect of visual isolation on territory size and population density of juvenile rainbow trout (Oncorhynchus mykiss). Can J Fish Aquat Sci 59:303–309

    Article  Google Scholar 

  • Imre IJ, Grant WA, Keeley ER (2004) The effect of food abundance on territory size and population density of juvenile steelhead trout (Oncorhynchus mykiss). Oecologia 138:371–378

    Article  PubMed  CAS  Google Scholar 

  • Inoue M, Nakano S, Nakamura F (1997) Juvenile masu salmon (Oncorhynchus masou) abundance and stream habitat relationships in northern Japan. Can J Fish Aquat Sci 54:1331–1341

    Article  Google Scholar 

  • Jenkins RA, Keeley ER (2010) Bioenergetic assessment of habitat quality for stream-dwelling cutthroat trout (Oncorhynchus clarkii bouvieri) with implications for climate change and nutrient supplementation. Can J Fish Aquat Sci 67:371–385

    Article  Google Scholar 

  • Keeley ER, McPhail JD (1998) Food abundance, intruder pressure, and body size as determinants of territory size in juvenile steelhead trout (Oncorhynchus mykiss). Behaviour 135:65–82

    Article  Google Scholar 

  • Lonzarich DG, Quinn TP (1995) Experimental evidence for the effect of depth and structure on the distribution, growth, and survival of stream fishes. Can J Zool 73:2223–2230

    Article  Google Scholar 

  • Mäki-Petäys A, Huusko A, Erkinaro J, Muotka T (2002) Transferability of habitat suitability criteria of juvenile Atlantic salmon (Salmo salar). Can J Fish Aquat Sci 58:218–228

    Article  Google Scholar 

  • Metcalfe NB, Thorpe JE (1990) Determinants of geographical variation in the age of seaward-migrating salmon, Salmo salar. J Anim Ecol 59:135–145

    Article  Google Scholar 

  • Miyasaka H, Nakano S (1999) Effects of drift- and benthic-foraging fish on the drift dispersal of three species of mayfly nymphs in a Japanese stream. Oecologia 118:99–106

    Article  PubMed  CAS  Google Scholar 

  • Nagayama S, Kawaguchi Y, Nakano D, Nakamura F (2009) Summer microhabitat partitioning by different size classes of masu salmon (Oncorhynchus masou) in habitats formed by installed large wood in a large lowland river. Can J Fish Aquat Sci 66:42–51

    Article  Google Scholar 

  • Nakano S (1995) Individual differences in resource use, growth, and emigration under the influence of a dominance hierarchy in fluvial red-spotted masu salmon in a natural habitat. J Anim Ecol 64:75–84

    Article  Google Scholar 

  • Nakano S, Furukawa-Tanaka T (1994) Intra- and interspecific dominance hierarchies and variation in foraging tactics of two species of stream-dwelling chars. Ecol Res 9:9–20

    Article  Google Scholar 

  • Nakano S, Fausch KD, Kitano S (1999) Flexible niche partitioning via a foraging mode shift: a proposed mechanism for coexistence in stream-dwelling charrs. J Anim Ecol 68:1079–1092

    Article  Google Scholar 

  • Nislow KH, Folt CL, Seandel M (1998) Food and foraging behavior in relation to microhabitat use and survival of age-0 Atlantic salmon. Can J Fish Aquat Sci 55:116–127

    Article  Google Scholar 

  • Nislow KH, Folt CL, Parrish DL (1999) Favorable foraging locations for young Atlantic salmon: application to habitat and population restoration. Ecol Appl 9:1085–1099

    Article  Google Scholar 

  • Nislow KH, Folt CL, Parrish DL (2000) A spatially explicit bioenergetics analysis of habitat suitability for juvenile Atlantic salmon. Trans Am Fish Soc 129:1067–1081

    Article  Google Scholar 

  • Nislow KH, Sepulveda AJ, Folt CL (2004) Mechanistic linkage of hydrologic regime to summer growth of Age-0 Atlantic salmon. Trans Am Fish Soc 133:79–88

    Article  Google Scholar 

  • Piccolo JJ, Hughes NF, Bryant MD (2008) Water velocity influences prey detection and capture by drift-feeding juvenile coho salmon (Oncorhynchus kisutch) and steelhead trout (Oncorhynchus mykiss irideus). Can J Fish Aquat Sci 65:266–275

    Article  Google Scholar 

  • Railsback SF, Rose KA (1999) Bioenergetics modeling of stream trout growth: temperature and food consumption effects. Trans Am Fish Soc 128:241–256

    Article  Google Scholar 

  • Railsback SF, Harvey BC, Hayse JW, LaGory KE (2005) Tests of theory for diel variation in salmonid feeding activity and habitat use. Ecology 86:947–959

    Article  Google Scholar 

  • Railsback SF, Hayes JW, LaGory KE (2006) Simulation analysis of within-day flow fluctuation effects on trout below Flaming Gorge Dam. Technical Report. Argonne National Laboratory. Available: www.osti.gov/bridge/

  • Rosenfeld JS (2003) Assessing the habitat requirements of stream fishes: an overview and evaluation of different approaches. Trans Am Fish Soc 132:953–968

    Article  Google Scholar 

  • Rosenfeld JS, Boss S (2001) Fitness consequences of habitat use for juvenile cutthroat trout: energetic costs and benefits in pools and riffles. Can J Fish Aquat Sci 58:585–593

    Article  Google Scholar 

  • Rosenfeld JS, Leiter T, Lindner G, Rothman L (2005) Food abundance and fish density alters habitat selection, growth, and habitat suitability curves for juvenile coho salmon (Oncorhynchus kisutch). Can J Fish Aquat Sci 62:1691–1701

    Article  Google Scholar 

  • 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 123:747–756

    Article  Google Scholar 

  • Smock LA (2006) Macroinvertebrate dispersal. In: Hauer FR, Lamberti GA (eds) Methods in stream ecoogy, 2nd edn. Academic Press, San Diego, pp 465–487

    Google Scholar 

  • Spalding S, Peterson NP, Quinn TP (1995) Summer distribution, survival, and growth of juvenile coho salmon under varying experimental conditions of brushy instream cover. Trans Am Fish Soc 124:124–130

    Article  Google Scholar 

  • Urabe H, Nakano S (1999) Linking microhabitat availability and local density of rainbow trout in low-gradient Japanese streams. Ecol Res 14:341–349

    Article  Google Scholar 

  • Urabe H, Nakajima M, Torao M, Aoyama T (2010) Evaluation of habitat quality for stream salmonids based on a bioenergetics model. Trans Am Fish Soc 139:1665–1676

    Article  Google Scholar 

  • Wilzbach MA (1985) Relative roles of food abundance and cover in determining the habitat distribution of stream-dwelling cutthroat trout (salmo clarki). Can J Fish Aquat Sci 42:1668–1672

    Article  Google Scholar 

  • Wilzbach MA, Cummins KW, Hall JD (1986) Influence of habitat manipulations on interactions between cutthroat trout and invertebrate drift. Ecology 67:898–911

    Article  Google Scholar 

  • Winstone AJ, Gee AS, Varallo PV (1985) The assessment of flow characteristics at certain weirs in relation to the upstream movement of migratory salmonids. J Fish Biol 27:75–83

    Article  Google Scholar 

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Acknowledgments

We are grateful for the support of the Grants in Aid for Scientific Research (No. 19208013) from the Ministry of Education, Science, and Culture, Japan, and for the grant from the Environment Research and Technology Development Fund (S9 and 4D-1201) from the Ministry of the Environment, Japan. We also thank the graduate students, particularly T. Seno and N. Ishiyama, Hokkaido University, for their assistance in conducting the fieldwork. This research was conducted in accordance with the appropriate animal care guidelines.

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Correspondence to Shigeya Nagayama.

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Kawai, H., Nagayama, S., Urabe, H. et al. Combining energetic profitability and cover effects to evaluate salmonid habitat quality. Environ Biol Fish 97, 575–586 (2014). https://doi.org/10.1007/s10641-013-0217-4

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