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Foote KJ, Grant JWA, Biron PM. A global dataset of salmonid biomass in streams. Sci Data 2024; 11:1172. [PMID: 39472611 PMCID: PMC11522555 DOI: 10.1038/s41597-024-04026-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 10/22/2024] [Indexed: 11/02/2024] Open
Abstract
Salmonid fishes are arguably one of the most studied fish taxa on Earth, but little is known about their biomass range in many parts of the world. We created a dataset of estimated salmonid biomass using published material of over 1000 rivers, covering 27 countries and 11 species. The dataset, spanning 84 years of data, is the largest known compilation of published studies on salmonid biomass in streams, allowing detailed analyses of differences in biomass by species, region, period, and sampling techniques. Production is also recorded for 194 rivers, allowing further analyses and relationships between biomass and production to be explored. There is scope to expand the list of variables in the dataset, which would be useful to the scientific community as it would enable models to be developed to predict salmonid biomass and production, among many other analyses.
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Affiliation(s)
- Kyleisha J Foote
- Department of Geography, Planning and Environment, Concordia University, 1455 De Maisonneuve Blvd W., Montreal, H3G 1M8, Quebec, Canada.
| | - James W A Grant
- Department of Biology, Concordia University, 7141 Sherbrooke Street West, Montreal, H4B 1R6, Quebec, Canada
| | - Pascale M Biron
- Department of Geography, Planning and Environment, Concordia University, 1455 De Maisonneuve Blvd W., Montreal, H3G 1M8, Quebec, Canada
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Abstract
AbstractNitrogen (N) uptake is a key process in stream ecosystems that is mediated mainly by benthic microorganisms (biofilms on different substrata) and has implications for the biogeochemical fluxes at catchment scale and beyond. Here, we focused on the drivers of assimilatory N uptake, especially the effects of hydromorphology and other environmental constraints, across three spatial scales: micro, meso and reach. In two seasons (summer and spring), we performed whole-reach 15N-labelled ammonium injection experiments in two montane, gravel-bed stream reaches with riffle–pool sequences. N uptake was highest in epilithic biofilms, thallophytes and roots (min–max range 0.2–545.2 mg N m−2 day−1) and lowest in leaves, wood and fine benthic organic matter (0.05–209.2 mg N m−2 day−1). At the microscale, N uptake of all primary uptake compartments except wood was higher in riffles than in pools. At the mesoscale, hydromorphology determined the distribution of primary uptake compartments, with fast-flowing riffles being dominated by biologically more active compartments and pools being dominated by biologically less active compartments. Despite a lower biomass of primary uptake compartments, mesoscale N uptake was 1.7–3.0 times higher in riffles than in pools. At reach scale, N uptake ranged from 79.6 to 334.1 mg N m−2 day−1. Highest reach-scale N uptake was caused by a bloom of thallopyhtes, mainly filamentous autotrophs, during stable low discharge and high light conditions. Our results reveal the important role of hydromorphologic sorting of primary uptake compartments at mesoscale as a controlling factor for reach-scale N uptake in streams.
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Affiliation(s)
- Margaret A. Malone
- Dept of Biological Sciences, Univ. of Illinois at Chicago 845 West Taylor Street (M/C 066) Chicago IL 60607 USA
- Field Museum of Natural History Chicago IL USA
| | - Abdel H. Halloway
- Dept of Biological Sciences, Univ. of Illinois at Chicago 845 West Taylor Street (M/C 066) Chicago IL 60607 USA
- Dept of Botany and Plant Physiology, Purdue Univ. West Lafayette IN USA
| | - Joel S. Brown
- Dept of Biological Sciences, Univ. of Illinois at Chicago 845 West Taylor Street (M/C 066) Chicago IL 60607 USA
- Integrated Mathematical Oncology, Moffitt Cancer Center Tampa FL USA
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McCauley DJ, Gellner G, Martinez ND, Williams RJ, Sandin SA, Micheli F, Mumby PJ, McCann KS. On the prevalence and dynamics of inverted trophic pyramids and otherwise top-heavy communities. Ecol Lett 2018; 21:439-454. [PMID: 29316114 DOI: 10.1111/ele.12900] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2017] [Revised: 08/18/2017] [Accepted: 11/24/2017] [Indexed: 11/30/2022]
Abstract
Classically, biomass partitioning across trophic levels was thought to add up to a pyramidal distribution. Numerous exceptions have, however, been noted including complete pyramidal inversions. Elevated levels of biomass top-heaviness (i.e. high consumer/resource biomass ratios) have been reported from Arctic tundra communities to Brazilian phytotelmata, and in species assemblages as diverse as those dominated by sharks and ants. We highlight two major pathways for creating top-heaviness, via: (1) endogenous channels that enhance energy transfer across trophic boundaries within a community and (2) exogenous pathways that transfer energy into communities from across spatial and temporal boundaries. Consumer-resource models and allometric trophic network models combined with niche models reveal the nature of core mechanisms for promoting top-heaviness. Outputs from these models suggest that top-heavy communities can be stable, but they also reveal sources of instability. Humans are both increasing and decreasing top-heaviness in nature with ecological consequences. Current and future research on the drivers of top-heaviness can help elucidate fundamental mechanisms that shape the architecture of ecological communities and govern energy flux within and between communities. Questions emerging from the study of top-heaviness also usefully draw attention to the incompleteness and inconsistency by which ecologists often establish definitional boundaries for communities.
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Affiliation(s)
- Douglas J McCauley
- University of California Santa Barbara, Ecology, Evolution and Marine Biology & Marine Science Institute, Santa Barbara, CA, 93106, USA
| | - Gabriel Gellner
- Colorado State University, Biology, Fort Collins, CO, 80523, USA
| | - Neo D Martinez
- Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, 85721, USA
| | | | - Stuart A Sandin
- Center for Marine Biodiversity and Conservation, Scripps Institution of Oceanography, 8750 Biological Grade, La Jolla, CA, 92037, USA
| | - Fiorenza Micheli
- Hopkins Marine Station and Center for Ocean Solutions, Stanford University, Pacific Grove, CA, 93950, USA
| | - Peter J Mumby
- Marine Spatial Ecology Lab, School of Biological Sciences, Goddard Bldg, The University of Queensland, St Lucia Qld, 4072, Australia
| | - Kevin S McCann
- University of Guelph, Integrative Biology, Guelph, ON, N1G 2W1, Canada
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Tank JL, Martí E, Riis T, Schiller D, Reisinger AJ, Dodds WK, Whiles MR, Ashkenas LR, Bowden WB, Collins SM, Crenshaw CL, Crowl TA, Griffiths NA, Grimm NB, Hamilton SK, Johnson SL, McDowell WH, Norman BM, Rosi EJ, Simon KS, Thomas SA, Webster JR. Partitioning assimilatory nitrogen uptake in streams: an analysis of stable isotope tracer additions across continents. ECOL MONOGR 2017. [DOI: 10.1002/ecm.1280] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- J. L. Tank
- Department of Biological Sciences University of Notre Dame Notre Dame Indiana 46656 USA
| | - E. Martí
- Integrative Freshwater Ecology Group Centre d'Estudis Avançats de Blanes (CEAB‐CSIC) 17300 Blanes Catalonia Spain
| | - T. Riis
- Department of Bioscience Aarhus University Ole Worms Alle 1 8000 Aarhus C Denmark
| | - D. Schiller
- Faculty of Science and Technology University of the Basque Country 48080 Bilbao Spain
| | - A. J. Reisinger
- Cary Institute of Ecosystem Studies Millbrook New York 12545 USA
| | - W. K. Dodds
- Division of Biology Kansas State University 106 Ackert Hall Manhattan Kansas 66506 USA
| | - M. R. Whiles
- Department of Zoology and Center for Ecology Southern Illinois University Carbondale Illinois 62901 USA
| | - L. R. Ashkenas
- Department of Fisheries & Wildlife Oregon State University Corvallis Oregon 97331 USA
| | - W. B. Bowden
- Rubenstein School of Environment and Natural Resources University of Vermont 303D Aiken Center Burlington Vermont 05405 USA
| | - S. M. Collins
- Center for Limnology University of Wisconsin Madison Wisconsin 53706 USA
| | - C. L. Crenshaw
- Department of Biology University of New Mexico Albuquerque New Mexico 87131 USA
| | - T. A. Crowl
- Department of Biology Southeast Environmental Research Center Florida International University Miami Florida 33199 USA
| | - N. A. Griffiths
- Climate Change Science Institute and Environmental Sciences Division Oak Ridge National Laboratory Oak Ridge Tennessee 37831 USA
| | - N. B. Grimm
- School of Life Sciences Arizona State University Tempe Arizona 85287 USA
| | - S. K. Hamilton
- W. K. Kellogg Biological Station Michigan State University Hickory Corners Michigan 49060 USA
| | - S. L. Johnson
- Pacific Northwest Research Station USDA Forest Service 3200 SW Jefferson Way Corvallis Oregon 97331 USA
| | - W. H. McDowell
- Natural Resources and the Environment University of New Hampshire Durham New Hampshire 03824 USA
| | - B. M. Norman
- Department of Microbiology and Molecular Genetics Michigan State University East Lansing Michigan 48824 USA
| | - E. J. Rosi
- Cary Institute of Ecosystem Studies Millbrook New York 12545 USA
| | - K. S. Simon
- School of Environment University of Auckland P.O. Box 92019 Auckland 1142 New Zealand
| | - S. A. Thomas
- School of Natural Resources University of Nebraska 403 Hardin Hall Lincoln Nebraska 68583 USA
| | - J. R. Webster
- Department of Biological Sciences Virginia Tech 1405 Perry Street Blacksburg Virginia 24601 USA
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Norman BC, Whiles MR, Collins SM, Flecker AS, Hamilton SK, Johnson SL, Rosi EJ, Ashkenas LR, Bowden WB, Crenshaw CL, Crowl T, Dodds WK, Hall RO, El-Sabaawi R, Griffiths NA, Marti E, McDowell WH, Peterson SD, Rantala HM, Riis T, Simon KS, Tank JL, Thomas SA, von Schiller D, Webster JR. Drivers of nitrogen transfer in stream food webs across continents. Ecology 2017; 98:3044-3055. [PMID: 28881008 DOI: 10.1002/ecy.2009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2017] [Revised: 08/08/2017] [Accepted: 08/29/2017] [Indexed: 11/09/2022]
Abstract
Studies of trophic-level material and energy transfers are central to ecology. The use of isotopic tracers has now made it possible to measure trophic transfer efficiencies of important nutrients and to better understand how these materials move through food webs. We analyzed data from thirteen 15 N-ammonium tracer addition experiments to quantify N transfer from basal resources to animals in headwater streams with varying physical, chemical, and biological features. N transfer efficiencies from primary uptake compartments (PUCs; heterotrophic microorganisms and primary producers) to primary consumers was lower (mean 11.5%, range <1% to 43%) than N transfer efficiencies from primary consumers to predators (mean 80%, range 5% to >100%). Total N transferred (as a rate) was greater in streams with open compared to closed canopies and overall N transfer efficiency generally followed a similar pattern, although was not statistically significant. We used principal component analysis to condense a suite of site characteristics into two environmental components. Total N uptake rates among trophic levels were best predicted by the component that was correlated with latitude, DIN:SRP, GPP:ER, and percent canopy cover. N transfer efficiency did not respond consistently to environmental variables. Our results suggest that canopy cover influences N movement through stream food webs because light availability and primary production facilitate N transfer to higher trophic levels.
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Affiliation(s)
- Beth C Norman
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, Michigan, 48824, USA
| | - Matt R Whiles
- Department of Zoology, Cooperative Wildlife Research Laboratory, and Center for Ecology, Southern Illinois University, Carbondale, Illinois, 62901, USA
| | - Sarah M Collins
- Center for Limnology, University of Wisconsin, Madison, Wisconsin, 53706, USA
| | - Alexander S Flecker
- Department of Ecology & Evolutionary Biology, Cornell University, Ithaca, New York, 14853, USA
| | - Steve K Hamilton
- Kellogg Biological Station, Michigan State University, Hickory Corners, Michigan, 49060, USA
| | - Sherri L Johnson
- USDA Forest Service, Pacific Northwest Research Station, Corvallis, Oregon, 97331, USA
| | - Emma J Rosi
- Cary Institute of Ecosystem Studies, Millbrook, New York, 12545, USA
| | - Linda R Ashkenas
- Department of Fisheries & Wildlife, Oregon State University, Corvallis, Oregon, 97331, USA
| | - William B Bowden
- Rubenstein School of Environment and Natural Resources, University of Vermont, 303D Aiken Center, Burlington, Vermont, 05405, USA
| | - Chelsea L Crenshaw
- Department of Biology, University of New Mexico, Albuquerque, New Mexico, 87131, USA
| | - Todd Crowl
- Southeast Environmental Research Center and Department of Biology, Florida International University, Miami, Florida, 33199, USA
| | - Walter K Dodds
- Division of Biology, Kansas State University, Manhattan, Kansas, 66506, USA
| | - Robert O Hall
- Department of Zoology and Physiology, University of Wyoming, Laramie, Wyoming, 82071, USA
| | - Rana El-Sabaawi
- Department of Biology, University of Victoria, Victoria, Canada
| | - Natalie A Griffiths
- Climate Change Science Institute & Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, 37831, USA
| | - Eugènia Marti
- Freshwater Integrative Ecology Group, Centre d'Estudis Avançats de Blanes (CEAB-CSIC), Blanes, Spain
| | - William H McDowell
- Natural Resources and the Environment, University of New Hampshire, Durham, New Hampshire, 03824, USA
| | - Scot D Peterson
- Watershed Studies Institute, Murray State University, Murray, Kentucky, 42071, USA
| | - Heidi M Rantala
- Minnesota Department of Natural Resources, Division of Fish & Wildlife, St. Paul, Minnesota, 55155, USA
| | - Tenna Riis
- Department of Bioscience, Aarhus University, Aarhus, 8000, Denmark
| | - Kevin S Simon
- School of Environment, University of Auckland, Auckland, 1142, New Zealand
| | - Jennifer L Tank
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, 46656, USA
| | - Steven A Thomas
- School of Natural Resources, University of Nebraska, Lincoln, Nebraska, 68583, USA
| | - Daniel von Schiller
- Faculty of Science and Technology, University of the Basque Country, Bilbao, 48080, Spain
| | - Jackson R Webster
- Department of Biological Sciences, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, 24061, USA
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Tronstad LM, Hall RO, Koel TM. Introduced lake trout alter nitrogen cycling beyond Yellowstone Lake. Ecosphere 2015. [DOI: 10.1890/es14-00544.1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Dodds WK, Collins SM, Hamilton SK, Tank JL, Johnson S, Webster JR, Simon KS, Whiles MR, Rantala HM, McDowell WH, Peterson SD, Riis T, Crenshaw CL, Thomas SA, Kristensen PB, Cheever BM, Flecker AS, Griffiths NA, Crowl T, Rosi-Marshall EJ, El-Sabaawi R, Martí E. You are not always what we think you eat: selective assimilation across multiple whole-stream isotopic tracer studies. Ecology 2014. [DOI: 10.1890/13-2276.1] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Variability in swimming performance and underlying physiology in rainbow trout (Oncorhynchus mykiss) and brown trout (Salmo trutta). Comp Biochem Physiol A Mol Integr Physiol 2012; 163:350-6. [PMID: 22841603 DOI: 10.1016/j.cbpa.2012.07.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2012] [Revised: 07/12/2012] [Accepted: 07/18/2012] [Indexed: 11/23/2022]
Abstract
We investigated intra- and interspecific variation in swimming performance and related physiological parameters in two members of the salmonid family. For our comparisons, we sourced juvenile brown trout (Salmo trutta) and rainbow trout (Oncorhynchus mykiss) from one hatchery and a second strain of rainbow trout from another. The hatcheries maintain genetic stocks obtained several decades ago from very different environments. We tested competing hypotheses: that there would be greater interspecific (across species) variation or that there would be greater intraspecific (within species) variation, owing to regional adaptations. To test these hypotheses, individual and small schools of five fish were taken to fatigue using the critical swimming speed test (U(crit)), and three post-exercise physiological metrics, packed red cell volume (hematocrit), citrate synthase and lactate dehydrogenase activity, were assessed. The majority of the results in swimming performance and hematocrit support that intraspecific variation was greater than interspecific variation, i.e. the location had a stronger effect than did genus. Variation in lactate dehydrogenase activity supported neither intra- nor interspecific variation as determining factors. In sum, our findings suggest that the performance of different species of salmonids from the same locale can be more similar than those of the same species from different areas.
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Sobota DJ, Johnson SL, Gregory SV, Ashkenas LR. A Stable Isotope Tracer Study of the Influences of Adjacent Land Use and Riparian Condition on Fates of Nitrate in Streams. Ecosystems 2011. [DOI: 10.1007/s10021-011-9489-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Abstract
For several years, measures to insure healthy river functions and to protect biodiversity have focused on management at the scale of drainage basins. Indeed, rivers bear witness to the health of their drainage basins, which justifies integrated basin management. However, this vision should not mask two other aspects of the protection of aquatic and riparian biodiversity as well as services provided by rivers. First, although largely depending on the ecological properties of the surrounding terrestrial environment, rivers are ecological systems by themselves, characterized by their linearity: they are organized in connected networks, complex and ever changing, open to the sea. Second, the structure and functions of river networks respond to manipulations of their hydrology, and are particularly vulnerable to climatic variations. Whatever the scale considered, river networks represent "hotlines" for sharing water between ecological and societal systems, as well as for preserving both systems in the face of global change. River hotlines are characterized by spatial as well as temporal legacies: every human impact to a river network may be transmitted far downstream from its point of origin, and may produce effects only after a more or less prolonged latency period. Here, I review some of the current issues of river ecology in light of the linear character of river networks.
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Epanchin PN, Knapp RA, Lawler SP. Nonnative trout impact an alpine-nesting bird by altering aquatic-insect subsidies. Ecology 2010; 91:2406-15. [PMID: 20836462 DOI: 10.1890/09-1974.1] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Adjacent food webs may be linked by cross-boundary subsidies: more-productive donor systems can subsidize consumers in less-productive neighboring recipient systems. Introduced species are known to have direct effects on organisms within invaded communities. However, few studies have addressed the indirect effects of nonnative species in donor systems on organisms in recipient systems. We studied the direct role of introduced trout in altering a lake-derived resource subsidy and their indirect effects in altering a passerine bird's response to that subsidy. We compared the abundance of aquatic insects and foraging Gray-crowned Rosy-Finches (Leucosticte tephrocotis dawsoni, "Rosy-Finch") at fish-containing vs. fishless lakes in the Sierra Nevada Mountains of California (USA). Introduced trout outcompeted Rosy-Finches for emerging aquatic insects (i.e., mayflies). Fish-containing lakes had 98% fewer mayflies than did fishless lakes. In lakes without fish, Rosy-Finches showed an aggregative response to emerging aquatic insects with 5.9 times more Rosy-Finches at fishless lakes than at fish-containing lakes. Therefore, the introduction of nonnative fish into the donor system reduced both the magnitude of the resource subsidy and the strength of cross-boundary trophic interactions. Importantly, the timing of the subsidy occurs when Rosy-Finches feed their young. If Rosy-Finches rely on aquatic-insect subsidies to fledge their young, reductions in the subsidy by introduced trout may have decreased Rosy-Finch abundances from historic levels. We recommend that terrestrial recipients of aquatic subsidies be included in conservation and restoration plans for ecosystems with alpine lakes.
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Affiliation(s)
- Peter N Epanchin
- Graduate Group in Ecology, Department of Entomology, University of California, Davis, One Shields Avenue, Davis, California 95616, USA.
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Schmitz OJ, Grabowski JH, Peckarsky BL, Preisser EL, Trussell GC, Vonesh JR. FROM INDIVIDUALS TO ECOSYSTEM FUNCTION: TOWARD AN INTEGRATION OF EVOLUTIONARY AND ECOSYSTEM ECOLOGY. Ecology 2008; 89:2436-45. [PMID: 18831165 DOI: 10.1890/07-1030.1] [Citation(s) in RCA: 112] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Oswald J Schmitz
- School of Forestry and Environmental Studies, Yale University, New Haven, Connecticut 06511, USA.
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Balseiro E, Albariño R. C–N mismatch in the leaf litter–shredder relationship of an Andean Patagonian stream detritivore. ACTA ACUST UNITED AC 2006. [DOI: 10.1899/0887-3593(2006)25[607:cmitll]2.0.co;2] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Taylor BW, Flecker AS, Hall RO. Loss of a Harvested Fish Species Disrupts Carbon Flow in a Diverse Tropical River. Science 2006; 313:833-6. [PMID: 16902137 DOI: 10.1126/science.1128223] [Citation(s) in RCA: 114] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Harvesting threatens many vertebrate species, yet few whole-system manipulations have been conducted to predict the consequences of vertebrate losses on ecosystem function. Here, we show that a harvested migratory detrital-feeding fish (Prochilodontidae: Prochilodus mariae) modulates carbon flow and ecosystem metabolism. Natural declines in and experimental removal of Prochilodus decreased downstream transport of organic carbon and increased primary production and respiration. Thus, besides its economic value, Prochilodus is a critical ecological component of South American rivers. Lack of functional redundancy for this species highlights the importance of individual species and, contrary to theory, suggests that losing one species from lower trophic levels can affect ecosystem functioning even in species-rich ecosystems.
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Affiliation(s)
- Brad W Taylor
- Department of Zoology and Physiology, University of Wyoming, Laramie, WY 82071, USA.
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Simon KS, Townsend CR, Biggs BJF, Bowden WB. Temporal variation of N and P uptake in 2 New Zealand streams. ACTA ACUST UNITED AC 2005. [DOI: 10.1899/0887-3593(2005)024<0001:tvonap>2.0.co;2] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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