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Maitland BM, Bootsma HA, Bronte CR, Bunnell DB, Feiner ZS, Fenske KH, Fetzer WW, Foley CJ, Gerig BS, Happel A, Höök TO, Keppeler FW, Kornis MS, Lepak RF, McNaught AS, Roth BM, Turschak BA, Hoffman JC, Jensen OP. Testing food web theory in a large lake: The role of body size in habitat coupling in Lake Michigan. Ecology 2024; 105:e4413. [PMID: 39234980 DOI: 10.1002/ecy.4413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 06/27/2024] [Indexed: 09/06/2024]
Abstract
The landscape theory of food web architecture (LTFWA) describes relationships among body size, trophic position, mobility, and energy channels that serve to couple heterogenous habitats, which in turn promotes long-term system stability. However, empirical tests of the LTFWA are rare and support differs among terrestrial, freshwater, and marine systems. Further, it is unclear whether the theory applies in highly altered ecosystems dominated by introduced species such as the Laurentian Great Lakes. Here, we provide an empirical test of the LTFWA by relating body size, trophic position, and the coupling of different energy channels using stable isotope data from species throughout the Lake Michigan food web. We found that body size was positively related to trophic position, but for a given trophic position, organisms predominately supported by pelagic energy had smaller body sizes than organisms predominately supported by nearshore benthic energy. We also found a hump-shaped trophic relationship in the food web where there is a gradual increase in the coupling of pelagic and nearshore energy channels with larger body sizes as well as higher trophic positions. This highlights the important role of body size and connectivity among habitats in structuring food webs. However, important deviations from expectations are suggestive of how species introductions and other anthropogenic impacts can affect food web structure in large lakes. First, native top predators appear to be flexible couplers that may provide food web resilience, whereas introduced top predators may confer less stability when they specialize on a single energy pathway. Second, some smaller bodied prey fish and invertebrates, in addition to mobile predators, coupled energy from pelagic and nearshore energy channels, which suggests that some prey species may also be important integrators of energy pathways in the system. We conclude that patterns predicted by the LTFWA are present in the face of species introductions and other anthropogenic stressors to a degree, but time-series evaluations are needed to fully understand the mechanisms that promote stability.
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Affiliation(s)
- Bryan M Maitland
- Center for Limnology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Aquatic Science Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Rocky Mountain Research Station, U.S. Forest Service, Boise, Idaho, USA
| | - Harvey A Bootsma
- School of Freshwater Sciences, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA
| | - Charles R Bronte
- Green Bay Fish and Wildlife Conservation Office, US Fish and Wildlife Service, New Franken, Wisconsin, USA
| | - David B Bunnell
- Great Lakes Science Center, U.S. Geological Survey, Ann Arbor, Michigan, USA
| | - Zachary S Feiner
- Center for Limnology, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Office of Applied Science, Wisconsin Department of Natural Resources, Madison, Wisconsin, USA
| | - Kari H Fenske
- Bureau of Fisheries Management, Wisconsin Department of Natural Resources, Madison, Wisconsin, USA
| | - William W Fetzer
- Department of Zoology and Physiology, University of Wyoming, Laramie, Wyoming, USA
| | - Carolyn J Foley
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, USA
- Illinois-Indiana Sea Grant, West Lafayette, Indiana, USA
| | - Brandon S Gerig
- School of Freshwater Sciences, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA
| | - Austin Happel
- Daniel P. Haerther Center for Conservation and Research, John G. Shedd Aquarium, Chicago, Illinois, USA
| | - Tomas O Höök
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, Indiana, USA
- Illinois-Indiana Sea Grant, West Lafayette, Indiana, USA
| | | | - Matthew S Kornis
- Green Bay Fish and Wildlife Conservation Office, US Fish and Wildlife Service, New Franken, Wisconsin, USA
| | - Ryan F Lepak
- Great Lakes Toxicology and Ecology Division, U.S. Environmental Protection Agency, Duluth, Minnesota, USA
| | - A Scott McNaught
- Department of Biology, Central Michigan University, Mount Pleasant, Michigan, USA
| | - Brian M Roth
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, USA
| | - Benjamin A Turschak
- Charlevoix Fisheries Research Station, Michigan Department of Natural Resources, Charlevoix, Michigan, USA
| | - Joel C Hoffman
- Great Lakes Toxicology and Ecology Division, U.S. Environmental Protection Agency, Duluth, Minnesota, USA
| | - Olaf P Jensen
- Center for Limnology, University of Wisconsin-Madison, Madison, Wisconsin, USA
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2
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Einum S, Burton T. Divergence in rates of phenotypic plasticity among ectotherms. Ecol Lett 2023; 26:147-156. [PMID: 36450612 PMCID: PMC10099672 DOI: 10.1111/ele.14147] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 11/04/2022] [Accepted: 11/04/2022] [Indexed: 12/03/2022]
Abstract
An individual's fitness cost associated with environmental change likely depends on the rate of adaptive phenotypic plasticity, and yet our understanding of plasticity rates in an ecological and evolutionary context remains limited. We provide the first quantitative synthesis of existing plasticity rate data, focusing on acclimation of temperature tolerance in ectothermic animals, where we demonstrate applicability of a recently proposed analytical approach. The analyses reveal considerable variation in plasticity rates of this trait among species, with half-times (how long it takes for the initial deviation from the acclimated phenotype to be reduced by 50% when individuals are shifted to a new environment) ranging from 3.7 to 770.2 h. Furthermore, rates differ among higher taxa, being higher for amphibians and reptiles than for crustaceans and fishes, and with insects being intermediate. We argue that a more comprehensive understanding of phenotypic plasticity will be attained through increased focus on the rate parameter.
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Affiliation(s)
- Sigurd Einum
- Department of Biology, Centre for Biodiversity Dynamics, Norwegian University of Science and Technology, Trondheim, Norway
| | - Tim Burton
- Department of Biology, Centre for Biodiversity Dynamics, Norwegian University of Science and Technology, Trondheim, Norway.,Norwegian Institute for Nature Research, Trondheim, Norway
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3
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Harrison XA. A brief introduction to the analysis of time-series data from biologging studies. Philos Trans R Soc Lond B Biol Sci 2021; 376:20200227. [PMID: 34176325 PMCID: PMC8237163 DOI: 10.1098/rstb.2020.0227] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2021] [Indexed: 12/24/2022] Open
Abstract
Recent advances in tagging and biologging technology have yielded unprecedented insights into wild animal physiology. However, time-series data from such wild tracking studies present numerous analytical challenges owing to their unique nature, often exhibiting strong autocorrelation within and among samples, low samples sizes and complicated random effect structures. Gleaning robust quantitative estimates from these physiological data, and, therefore, accurate insights into the life histories of the animals they pertain to, requires careful and thoughtful application of existing statistical tools. Using a combination of both simulated and real datasets, I highlight the key pitfalls associated with analysing physiological data from wild monitoring studies, and investigate issues of optimal study design, statistical power, and model precision and accuracy. I also recommend best practice approaches for dealing with their inherent limitations. This work will provide a concise, accessible roadmap for researchers looking to maximize the yield of information from complex and hard-won biologging datasets. This article is part of the theme issue 'Measuring physiology in free-living animals (Part II)'.
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Affiliation(s)
- Xavier A. Harrison
- Centre for Ecology and Conservation, University of Exeter, Penryn TR10 9FE, UK
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4
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Rahi D, Dzyuba B, Policar T, Malinovskyi O, Rodina M, Dzyuba V. Bioenergetic Pathways in the Sperm of an Under-Ice Spawning Fish, Burbot ( Lota lota): The Role of Mitochondrial Respiration in a Varying Thermal Environment. BIOLOGY 2021; 10:biology10080739. [PMID: 34439971 PMCID: PMC8389567 DOI: 10.3390/biology10080739] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 07/18/2021] [Accepted: 07/27/2021] [Indexed: 01/19/2023]
Abstract
Regarding the sperm of cold-water fish, the contributions of different bioenergetic pathways, including mitochondrial respiration, to energy production at the spawning temperature and its adaptation at the maximum critical temperature (CTmax) are unclear. The roles of glycolysis, fatty acid oxidation, oxidative phosphorylation (OXPHOS) at 4 °C, and OXPHOS at 15 °C for energy production in burbot (Lota lota) spermatozoa were studied by motility and the oxygen consumption rate (OCR) (with and without pathway inhibitors and the OXPHOS uncoupler). At both temperatures, the effects of the inhibitors and the uncoupler on the motility duration, curvilinear velocity, and track linearity were insignificant; in addition, the OCRs in activation and non-activation media differed insignificantly and were not enhanced after uncoupler treatment. After inhibitor treatment in both media, OXPHOS was insignificantly different at the 2, 30, and 60 s time points at 4 °C but was reduced significantly at the 30 and 60 s time points after treatment with sodium azide at 15 °C. In conclusion, for burbot sperm at both the spawning temperature and the CTmax, the energy synthesized via OXPHOS during motility was insufficient. Therefore, the majority of the energy required to sustain motility was derived from pre-accumulated energy produced and stored during the quiescent state of the spermatozoa.
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Engel KM, Sampels S, Dzyuba B, Podhorec P, Policar T, Dannenberger D, Schiller J. Swimming at different temperatures: The lipid composition of sperm from three freshwater fish species determined by mass spectrometry and nuclear magnetic resonance spectroscopy. Chem Phys Lipids 2019; 221:65-72. [PMID: 30922837 DOI: 10.1016/j.chemphyslip.2019.03.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 03/22/2019] [Accepted: 03/25/2019] [Indexed: 12/11/2022]
Abstract
The spawning behavior of different fish species is as diverse as their habitats. A lot of factors influence the (phospho)lipid composition of fish sperm, including the water temperature at which spawning takes place. Therefore, this study aimed on the elucidation of the phospholipid composition of sperm from three fish species from different orders (common carp - Cyprinus carpio, northern pike - Esox lucius and burbot - Lota lota) with different spawning temperatures by nuclear magnetic resonance spectroscopy (NMR), matrix-assisted laser desorption/ionization mass spectrometry and thin-layer chromatography (TLC) coupled to electrospray ionization mass spectrometry as well as gas chromatography. Next to the lipid composition that was different for carp, northern pike and burbot, regarding the moieties of the different (phospho)lipid classes (particularly sphingomyelin and acidic phospholipids) and the saturation degree of the fatty acyl residues, there were differences observed depending on the analytical method that was used. The results from TLC and NMR investigations differed regarding the amounts of the different phospholipids. Reasons for these discrepancies are discussed in detail.
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Affiliation(s)
- Kathrin M Engel
- Institute for Medical Physics and Biophysics, Medical Faculty, University of Leipzig, Härtelstr. 16-18, 04107 Leipzig, Germany.
| | - Sabine Sampels
- Department of Molecular Sciences, Swedish University of Agricultural Sciences, PO Box 7015, 75007 Uppsala, Sweden
| | - Borys Dzyuba
- Faculty of Fisheries and Protection of Waters, University of South Bohemia, South Bohemian Research Centre for Aquaculture and Biodiversity of Hydrocenoses, Zátiší 728/II, 389 25 Vodňany, Czech Republic
| | - Peter Podhorec
- Faculty of Fisheries and Protection of Waters, University of South Bohemia, South Bohemian Research Centre for Aquaculture and Biodiversity of Hydrocenoses, Zátiší 728/II, 389 25 Vodňany, Czech Republic
| | - Tomáš Policar
- Faculty of Fisheries and Protection of Waters, University of South Bohemia, South Bohemian Research Centre for Aquaculture and Biodiversity of Hydrocenoses, Zátiší 728/II, 389 25 Vodňany, Czech Republic
| | - Dirk Dannenberger
- Leibniz Institute for Farm Animal Biology, Institute of Muscle Biology and Growth, Lipid Metabolism and Muscular Adaptation Workgroup, Wilhelm-Stahl-Allee 2, 18196 Dummerstorf, Germany
| | - Jürgen Schiller
- Institute for Medical Physics and Biophysics, Medical Faculty, University of Leipzig, Härtelstr. 16-18, 04107 Leipzig, Germany
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6
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Chmura HE, Glass TW, Williams CT. Biologging Physiological and Ecological Responses to Climatic Variation: New Tools for the Climate Change Era. Front Ecol Evol 2018. [DOI: 10.3389/fevo.2018.00092] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
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7
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Blabolil P, Duras J, Jůza T, Kočvara L, Matěna J, Muška M, Říha M, Vejřík L, Holubová M, Peterka J. Assessment of burbot Lota lota (L. 1758) population sustainability in central European reservoirs. JOURNAL OF FISH BIOLOGY 2018; 92:1545-1559. [PMID: 29635683 DOI: 10.1111/jfb.13610] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 02/19/2018] [Accepted: 02/28/2018] [Indexed: 06/08/2023]
Abstract
A novel sampling scheme, using a combination of electrofishing, visual exploration by scuba divers, two types of fyke nets and longlines, was tested in four reservoirs (including their inlets and outlets) to monitor a population of burbot Lota lota. This was supplemented by fry trawling and vertical hydro-acoustics, to detect L. lota larvae in two deep reservoirs that have had a long-term stocking programme. The majority of the L. lota detected were juveniles, captured by electrofishing in the littoral zones of the reservoirs and in running waters. Older individuals were rarely captured with longlines or fyke nets in deeper zones or structured habitats within the reservoirs. A combination of multiple sampling methods provided an assessment of the whole population. Population establishment could not be demonstrated as the age structure of the sampled fish corresponded with that of the stocked fish. Low post-stocking survival, migratory behaviour, interactions with other species and warmer water temperatures are considered the potential drivers for unsuccessful establishment of L. lota populations in these reservoirs.
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Affiliation(s)
- P Blabolil
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
| | - J Duras
- Faculty of Fisheries and Protection of Waters, South Bohemian Research Center of Aquaculture and Biodiversity of Hydrocenoses, Institute of Aquaculture and Protection of Waters, University of South Bohemia in České Budějovice, Husova tř. 458/102, 370 05, České Budějovice, Czech Republic
| | - T Jůza
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
| | - L Kočvara
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
| | - J Matěna
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
| | - M Muška
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
| | - M Říha
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
| | - L Vejřík
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
| | - M Holubová
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
| | - J Peterka
- Biology Centre of the Czech Academy of Sciences, Institute of Hydrobiology, Na Sádkách 7, 370 05, České Budějovice, Czech Republic
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8
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Condition and feeding behaviour of subadult burbot (Lota lota) in riverine and lacustrine environments. Biologia (Bratisl) 2018. [DOI: 10.2478/s11756-018-0008-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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9
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Harrison PM, Gutowsky LFG, Martins EG, Patterson DA, Cooke SJ, Power M. Partial diel migration: A facultative migration underpinned by long-term inter-individual variation. J Anim Ecol 2017; 86:1246-1256. [PMID: 28727138 DOI: 10.1111/1365-2656.12716] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 05/20/2017] [Indexed: 11/27/2022]
Abstract
The variations in migration that comprise partial diel migrations, putatively occur entirely as a consequence of behavioural flexibility. However, seasonal partial migrations are increasingly recognised to be mediated by a combination of reversible plasticity in response to environmental variation and individual variation due to genetic and environmental effects. Here, we test the hypothesis that while partial diel migration heterogeneity occurs primarily due to short-term within-individual flexibility in behaviour, long-term individual differences in migratory behaviour also underpin this migration variation. Specifically, we use a hierarchical behavioural reaction norm approach to partition within- and among-individual variation in depth use and diel plasticity in depth use, across short- and long-term time-scales, in a group of 47 burbot (Lota lota) tagged with depth-sensing acoustic telemetry transmitters. We found that within-individual variation at the among-dates-within-seasons and among-seasons scale, explained the dominant proportion of phenotypic variation. However, individuals also repeatedly differed in their expression of migration behaviour over the 2 year study duration. These results reveal that diel migration variation occurs primarily due to short-term within-individual flexibility in depth use and diel migration behaviour. However, repeatable individual differences also played a key role in mediating partial diel migration. These findings represent a significant advancement of our understanding of the mechanisms generating the important, yet poorly understood phenomena of partial diel migration. Moreover, given the pervasive occurrence of diel migrations across aquatic taxa, these findings indicate that individual differences have an important, yet previously unacknowledged role in structuring the temporal and vertical dynamics of aquatic ecosystems.
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Affiliation(s)
- Philip M Harrison
- Fish Ecology and Conservation Physiology Laboratory, Department of Biology, Carleton University, Waterloo, Ontario, Canada.,Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
| | - Lee F G Gutowsky
- Fish Ecology and Conservation Physiology Laboratory, Department of Biology, Carleton University, Waterloo, Ontario, Canada
| | - Eduardo G Martins
- Department of Biology, University of Northern British Columbia, British Columbia, Canada
| | - David A Patterson
- Cooperative Research Management Institute, Fisheries and Oceans Canada, Burnaby, British Columbia, Canada
| | - Steven J Cooke
- Fish Ecology and Conservation Physiology Laboratory, Department of Biology, Carleton University, Waterloo, Ontario, Canada
| | - Michael Power
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
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10
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Harrison PM, Gutowsky LFG, Martins EG, Ward TD, Patterson DA, Cooke SJ, Power M. Individual isotopic specializations predict subsequent inter-individual variation in movement in a freshwater fish. Ecology 2017; 98:608-615. [DOI: 10.1002/ecy.1681] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Revised: 11/24/2016] [Accepted: 12/06/2016] [Indexed: 01/25/2023]
Affiliation(s)
- P. M. Harrison
- Department of Biology; Fish Ecology and Conservation Physiology Laboratory; Carleton University; Ottawa Ontario K1S 5B6 Canada
- Department of Biology; University of Waterloo; Waterloo Ontario N2L 3G1 Canada
| | - L. F. G. Gutowsky
- Department of Biology; Fish Ecology and Conservation Physiology Laboratory; Carleton University; Ottawa Ontario K1S 5B6 Canada
- Aquatic Resource and Monitoring Section; Ontario Ministry of Natural Resources and Forestry; Peterborough Ontario K9L1Z8 Canada
| | - E. G. Martins
- Department of Biology; University of Waterloo; Waterloo Ontario N2L 3G1 Canada
| | - T. D. Ward
- Department of Biology; Fish Ecology and Conservation Physiology Laboratory; Carleton University; Ottawa Ontario K1S 5B6 Canada
| | - D. A. Patterson
- Fisheries and Oceans Canada; Cooperative Research Management Institute; Resource and Environmental Management; Simon Fraser University; Burnaby British Columbia V5A 1S6 Canada
| | - S. J. Cooke
- Department of Biology; Fish Ecology and Conservation Physiology Laboratory; Carleton University; Ottawa Ontario K1S 5B6 Canada
| | - M. Power
- Department of Biology; University of Waterloo; Waterloo Ontario N2L 3G1 Canada
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