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Accepted Manuscript
Research Article
Accounting for body mass effects in the estimation of field metabolic rates from body acceleration
Evan E. Byrnes, Karissa O. Lear, Lauran R. Brewster, Nicholas M. Whitney, Matthew J. Smukall, Nicola J. Armstrong, Adrian C. Gleiss
Journal of Experimental Biology 2021 : jeb.233544 doi: 10.1242/jeb.233544 Published 3 February 2021
Evan E. Byrnes
1Centre for Sustainable Aquatic Ecosystems, Harry Butler Institute, Murdoch University, 90 South St. Murdoch, WA 6150, AUS
2College of Science, Health, Engineering and Education, Murdoch University, 90 South St. Murdoch, WA 6150, AUS
3Bimini Biological Field Station Foundation, South Bimini, BAH
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  • ORCID record for Evan E. Byrnes
  • For correspondence: evan.byrnes@murdoch.edu.au
Karissa O. Lear
1Centre for Sustainable Aquatic Ecosystems, Harry Butler Institute, Murdoch University, 90 South St. Murdoch, WA 6150, AUS
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Lauran R. Brewster
3Bimini Biological Field Station Foundation, South Bimini, BAH
4Harbor Branch Oceanographic Institute, Florida Atlantic University, 5600 N US Highway 1, Fort Pierce, FL, 34946, USA
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Nicholas M. Whitney
5Anderson Chabot Centre for Ocean Life, New England Aquarium, 1 Central Wharf, Boston, MA, 02110, USA
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Matthew J. Smukall
3Bimini Biological Field Station Foundation, South Bimini, BAH
6College of Fisheries and Ocean Sciences, University of Alaska Fairbanks, 2150 Koyukuk Dr. Fairbanks, AK 99775, USA
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Nicola J. Armstrong
1Centre for Sustainable Aquatic Ecosystems, Harry Butler Institute, Murdoch University, 90 South St. Murdoch, WA 6150, AUS
7Mathematics and Statistics, Murdoch University, 90 South St. Murdoch, WA, Australia
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Adrian C. Gleiss
1Centre for Sustainable Aquatic Ecosystems, Harry Butler Institute, Murdoch University, 90 South St. Murdoch, WA 6150, AUS
2College of Science, Health, Engineering and Education, Murdoch University, 90 South St. Murdoch, WA 6150, AUS
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Abstract

Dynamic Body Acceleration (DBA), measured through animal-attached tags, has emerged as a powerful method for estimating field metabolic rates of free-ranging individuals. Following respirometry to calibrate oxygen consumption rate (MO2) with DBA under controlled conditions, predictive models can be applied to DBA data collected from free-ranging individuals. However, laboratory calibrations are generally performed on a relatively narrow size range of animals, which may introduce biases if predictive models are applied to differently sized individuals in the field. Here, we tested the mass dependence of the DBA-MO2 relationship to develop an experimental framework for the estimation of field metabolic rates when organisms differ in size. We performed respirometry experiments with individuals spanning one order of magnitude in body mass (1.74–17.15 kg) and used a two-stage modelling process to assess the intraspecific scale dependence of the MO2-DBA relationship and incorporate such dependencies into the coefficients of MO2 predictive models. The final predictive model showed scale dependence; the slope of the MO2-DBA relationship was strongly allometric (M1.55), whereas the intercept term scaled closer to isometry (M1.08). Using bootstrapping and simulations, we evaluated the performance of this coefficient-corrected model against commonly used methods of accounting for mass effects on the MO2-DBA relationship and found the lowest error and bias in the coefficient-corrected approach. The strong scale dependence of the MO2-DBA relationship indicates that caution must be exercised when models developed using one size class are applied to individuals of different sizes.

  • Received July 24, 2020.
  • Accepted January 21, 2021.
  • © 2021. Published by The Company of Biologists Ltd
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Keywords

  • Acceleration
  • Biologging
  • Ecophysiology
  • Elasmobranch
  • Field metabolic rate
  • Respirometry

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Accepted Manuscript
Research Article
Accounting for body mass effects in the estimation of field metabolic rates from body acceleration
Evan E. Byrnes, Karissa O. Lear, Lauran R. Brewster, Nicholas M. Whitney, Matthew J. Smukall, Nicola J. Armstrong, Adrian C. Gleiss
Journal of Experimental Biology 2021 : jeb.233544 doi: 10.1242/jeb.233544 Published 3 February 2021
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Accepted Manuscript
Research Article
Accounting for body mass effects in the estimation of field metabolic rates from body acceleration
Evan E. Byrnes, Karissa O. Lear, Lauran R. Brewster, Nicholas M. Whitney, Matthew J. Smukall, Nicola J. Armstrong, Adrian C. Gleiss
Journal of Experimental Biology 2021 : jeb.233544 doi: 10.1242/jeb.233544 Published 3 February 2021

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