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Moving towards acceleration for estimates of activity‐specific metabolic rate in free‐living animals: the case of the cormorant
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Summary: Time and energy are key currencies in animal ecology, and judicious management of these is a primary focus for natural selection. At present, however, there are only two main methods for estimation of rate of energy expenditure in the field, heart rate and doubly labelled water, both of which have been used with success; but both also have their limitations. The deployment of data loggers that measure acceleration is emerging as a powerful tool for quantifying the behaviour of free‐living animals. Given that animal movement requires the use of energy, the accelerometry technique potentially has application in the quantification of rate of energy expenditure during activity. In the present study, we test the hypothesis that acceleration can serve as a proxy for rate of energy expenditure in free‐living animals. We measured rate of energy expenditure as rates of O 2 consumption () and CO 2 production () in great cormorants (Phalacrocorax carbo) at rest and during pedestrian exercise. and were then related to overall dynamic body acceleration (ODBA) measured with an externally attached three‐axis accelerometer. Both and were significantly positively associated with ODBA in great cormorants. This suggests that accelerometric measurements of ODBA can be used to estimate and and, with some additional assumptions regarding metabolic substrate use and the energy equivalence of O 2 and CO 2, that ODBA can be used to estimate the activity specific rate of energy expenditure of free‐living cormorants. To verify that the approach identifies expected trends in from situations with variable power requirements, we measured ODBA in free‐living imperial cormorants (Phalacrocorax atriceps) during foraging trips. We compared ODBA during return and outward foraging flights, when birds are expected to be laden and not laden with captured fish, respectively. We also examined changes in ODBA during the descent phase of diving, when power requirements are predicted to decrease with depth due to changes in buoyancy associated with compression of plumage and respiratory air. In free‐living imperial cormorants, ODBA, and hence estimated , was higher during the return flight of a foraging bout, and decreased with depth during the descent phase of a dive, supporting the use of accelerometry for the determination of activity‐specific rate of energy expenditure.
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“Prior to deployment, we spherically rotated all loggers to pass through all combinations of pitch and roll to record reference values to calibrate accelerometer data to account for inherent sensor variability (i.e., due to manufacturing) [64].”
From Seasonal activity levels of a farm-island population of striated caracaras (Phalcoboenus australis) in the Falkland Islands (2020) · cites this paper as [64]
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TOWARD A METABOLIC THEORY OF ECOLOGY
Brown, J. H., Gillooly, J. F., Allen, A. P., Savage, V. M., & West, G. B. (2004) · Ecology · doi:10.1890/03-9000 · Cited by 7,779
Metabolic Rate and Body Temperature Reduction During Hibernation and Daily Torpor
Geiser, F. (2004) · Annual Review of Physiology · doi:10.1146/annurev.physiol.66.032102.115105 · Cited by 1,153
Principles of Animal Locomotion
Alexander, R. M. (2002) · doi:10.1515/9781400849512 · Cited by 1,151
Kullback-Leibler information as a basis for strong inference in ecological studies
Burnham, K. P., & Anderson, D. R. (2001) · Wildlife Research · doi:10.1071/wr99107 · Cited by 916
State-dependent life histories
McNamara, J. M., & Houston, A. I. (1996) · Nature · doi:10.1038/380215a0 · Cited by 860
Elastic mechanisms in animal movement
Evans, E. J. (1989) · Choice Reviews Online · doi:10.5860/choice.26-5074 · Cited by 593
Trends and perspectives in animal‐attached remote sensing
Ropert-Coudert, Y., & Wilson, R. (2005) · Frontiers in Ecology and the Environment · doi:10.1890/1540-9295(2005)003[0437:tapiar]2.0.co;2 · Cited by 560
Self-citationKumahara, H., Schütz, Y., Ayabe, M., Yoshioka, M., YOSHITAKE, Y., Shindo, M., Ishii, K., & Tanaka, H. (2004) · British Journal Of Nutrition · doi:10.1079/bjn20031033 · Cited by 533
Butler, P. J., Green, J. A., Boyd, I. L., & Speakman, J. R. (2004) · Functional Ecology · doi:10.1111/j.0269-8463.2004.00821.x · Cited by 503
Self-citationAllometric cascade as a unifying principle of body mass effects on metabolism
Darveau, C.-A., Suarez, R. K., Andrews, R. D., & Hochachka, P. W. (2002) · Nature · doi:10.1038/417166a · Cited by 482
Sink or Swim: Strategies for Cost-Efficient Diving by Marine Mammals
Williams, T. M., Davis, R. W., Fuiman, L. A., Francis, J., Le, B. J., Boeuf, Horning, M., Calambokidis, J., & Croll, D. A. (2000) · Science · doi:10.1126/science.288.5463.133 · Cited by 457
Allometric scaling of mammalian metabolism
White, C. R., & Seymour, R. S. (2005) · Journal of Experimental Biology · doi:10.1242/jeb.01501 · Cited by 433
Self-citationGround reaction forces during downhill and uphill running
Gottschall, J. S., & Kram, R. (2004) · Journal of Biomechanics · doi:10.1016/j.jbiomech.2004.04.023 · Cited by 379
Long-term attachment of transmitting and recording devices to penguins and other seabirds
Wdson, R. P., Piitz, K., Peters, G., Culik, B. M., Scolaro, J. A., Charrassin, J.-B., & Ropert‐Coudert, Y. (1997) · Cited by 344
One-step N2-dilution technique for calibrating open-circuit VO2 measuring systems
Fedak, M. A., Rome, L., & Seeherman, H. J. (1981) · Journal of Applied Physiology · doi:10.1152/jappl.1981.51.3.772 · Cited by 337
Validity of a Multi-Sensor Armband in Estimating Rest and Exercise Energy Expenditure
FRUIN, M. L., & Rankin, J. W. (2004) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000128144.91337.38 · Cited by 336
Physiological Regulation and Conformation: A BASIC Program for the Determination of Critical Points
Yeager, D. P., & Ultsch, G. R. (1989) · Physiological Zoology · doi:10.1086/physzool.62.4.30157935 · Cited by 328
Weibel, E. R., Bacigalupe, L. D., Schmitt, B., & Hoppeler, H. H. (2004) · Respiratory Physiology & Neurobiology · doi:10.1016/j.resp.2004.01.006 · Cited by 307
Optimal Fat Loads in Migrating Birds: A Test of the Time-Minimization Hypothesis
Lindström, Å., & Alerstam, T. (1992) · The American Naturalist · doi:10.1086/285422 · Cited by 266
The Allometry of Avian Basal Metabolic Rate: Good Predictions Need Good Data
McKechnie, A. E., & Wolf, B. O. (2004) · Physiological and Biochemical Zoology · doi:10.1086/383511 · Cited by 264
Williams, T. M., Fuiman, L. A., Horning, M., & Davis, R. W. (2004) · Journal of Experimental Biology · doi:10.1242/jeb.00822 · Cited by 245
Factors affecting stroking patterns and body angle in diving Weddell seals under natural conditions
Sato, K., Mitani, Y., Cameron, M. F., Siniff, D. B., & Naito, Y. (2003) · Journal of Experimental Biology · doi:10.1242/jeb.00265 · Cited by 243
Design, calibration and calculation for flow-through respirometry systems
Withers, P. C. (2001) · Australian Journal of Zoology · doi:10.1071/zo00057 · Cited by 238
A New Technique for Monitoring the Behaviour of Free-Ranging Adélie Penguins
Yoda, K., Naito, Y., Sato, K., Takahashi, A., Nishikawa, J., Ropert‐Coudert, Y., Kurita, M., & Maho, Y. L. (2001) · Journal of Experimental Biology · doi:10.1242/jeb.204.4.685 · Cited by 237
Diving Birds in Cold Water: Do Archimedes and Boyle Determine Energetic Costs?
Wilson, R. P., Hustler, K., Ryan, P. G., Burger, A. E., & Noldeke, E. C. (1992) · The American Naturalist · doi:10.1086/285409 · Cited by 231
Self-citationA method for deriving displacement data during cyclical movement using an inertial sensor
Pfau, T., Witte, T. H., & Wilson, A. M. (2005) · Journal of Experimental Biology · doi:10.1242/jeb.01658 · Cited by 223
Rubenson, J., Heliams, D. B., Lloyd, D. G., & Fournier, P. A. (2004) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2004.2702 · Cited by 184
Phenotypic plasticity in the scaling of avian basal metabolic rate
McKechnie, A. E., Freckleton, R. P., & Jetz, W. (2006) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2005.3415 · Cited by 183
Estimating Physiological Thresholds with Continuous Two-Phase Regression
Nickerson, D. M., Facey, D. E., & Grossman, G. D. (1989) · Physiological Zoology · doi:10.1086/physzool.62.4.30157934 · Cited by 180
Transmitter Loads Affect the Flight Speed and Metabolism of Homing Pigeons
Gessaman, J. A., & Nagy, K. A. (1988) · Ornithological Applications · doi:10.2307/1368356 · Cited by 179
Ward, S., Bishop, C. M., WOAKES, A. J., & Butler, P. J. (2002) · Journal of Experimental Biology · doi:10.1242/jeb.205.21.3347 · Cited by 163
Self-citationWOAKES, A. J., & Butler, P. J. (1983) · Journal of Experimental Biology · doi:10.1242/jeb.107.1.311 · Cited by 159
Self-citationWatanabe, S., Izawa, M., Kato, A., Ropert‐Coudert, Y., & Naito, Y. (2005) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2005.01.010 · Cited by 152
Ropert‐Coudert, Y., Grémillet, D., Kato, A., Ryan, P. G., Naito, Y., & Maho, Y. L. (2004) · Animal Behaviour · doi:10.1016/j.anbehav.2003.09.010 · Cited by 151
Watanuki, Y., Niizuma, Y., Geir, W. G., Sato, K., & Naito, Y. (2003) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2002.2252 · Cited by 127
Behaviour and physiology of Svalbard Barnacle Geese Branta leucopsis during their autumn migration
Butler, P., Woakes, A. J., & Bishop, C. M. (1998) · Journal of Avian Biology · doi:10.2307/3677173 · Cited by 116
Self-citationScaling of elastic strain energy in kangaroos and the benefits of being big
Bennett, M. B., & Taylor, G. C. (1995) · Nature · doi:10.1038/378056a0 · Cited by 114
Direct calorimetry reveals large errors in respirometric estimates of energy expenditure
Walsberg, G. E., & Hoffman, T. C. M. (2005) · Journal of Experimental Biology · doi:10.1242/jeb.01477 · Cited by 113
Ground reaction forces in horses trotting up an incline and on the level over a range of speeds
Dutto, D. J., Hoyt, D. F., Cogger, E. A., & Wickler, S. J. (2004) · Journal of Experimental Biology · doi:10.1242/jeb.01171 · Cited by 112
Field evaluation of energy expenditure in women using Tritrac accelerometers
Campbell, K. L., Crocker, P. R. E., & McKenzie, D. C. (2002) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200210000-00020 · Cited by 106
Lovvorn, J. R., & Jones, D. R. (1991) · Canadian Journal of Zoology · doi:10.1139/z91-406 · Cited by 105
Heart Rate and Rate of Oxygen Consumption of Exercising Macaroni Penguins
Green, J. A., Butler, P. J., WOAKES, A. J., Boyd, I. L., & Holder, R. L. (2001) · Journal of Experimental Biology · doi:10.1242/jeb.204.4.673 · Cited by 104
Self-citationEstimation of Daily Energy Expenditure from Heart Rate and Doubly Labeled Water in Exercising Geese
Nolet, B. A., Butler, P. J., Masman, D., & WOAKES, A. J. (1992) · Physiological Zoology · doi:10.1086/physzool.65.6.30158275 · Cited by 104
Self-citationLowoRN, J. R., Jones, D. R., & Blake, R. W. (1991) · Journal of Experimental Biology · doi:10.1242/jeb.159.1.89 · Cited by 100
Grémillet, D., Chauvin, C., Wilson, R. P., Maho, Y. L., & Wanless, S. (2004) · Journal of Avian Biology · doi:10.1111/j.0908-8857.2005.03331.x · Cited by 98
Self-citationFitting bent lines to data, with applications to allometry
Chappell, R. J. (1989) · Journal of Theoretical Biology · doi:10.1016/s0022-5193(89)80141-9 · Cited by 97
Mechanical versus physiological determinants of swimming speeds in diving Brünnich’s guillemots
Lovvorn, J. R., Croll, D. A., & Liggins, G. A. (1999) · Journal of Experimental Biology · doi:10.1242/jeb.202.13.1741 · Cited by 90
Heat increment of feeding in Steller sea lions, Eumetopias jubatus
Rosen, D. A. S., & Trites, A. W. (1997) · Comparative Biochemistry and Physiology Part A Physiology · doi:10.1016/s0300-9629(97)00039-x · Cited by 90
Heart rate and energetics of free-ranging king penguins (Aptenodytes patagonicus)
Froget, G., Butler, P. J., WOAKES, A. J., Fahlman, A., Kuntz, G., Maho, Y. L., & Handrich, Y. (2004) · Journal of Experimental Biology · doi:10.1242/jeb.01232 · Cited by 88
Self-citationImpact of Externally Attached Loggers on the Diving Behaviour of the King Penguin
Ropert‐Coudert, Y., Bost, C., Handrich, Y., Bevan, R. M., Butler, P. J., WOAKES, A. J., & Maho, Y. L. (2000) · Physiological and Biochemical Zoology · doi:10.1086/317743 · Cited by 84
Self-citationLocomotion and foraging strategy in foot-propelled and wing-propelled shallow-diving seabirds
Kato, A., Ropert‐Coudert, Y., Grémillet, D., & Cannell, B. L. (2006) · Marine Ecology Progress Series · doi:10.3354/meps308293 · Cited by 79
Regulation of stroke and glide in a foot-propelled avian diver
Watanuki, Y., Takahashi, A., Daunt, F., Wanless, S., Harris, M., Sato, K., & Naito, Y. (2005) · Journal of Experimental Biology · doi:10.1242/jeb.01639 · Cited by 75
Physical activity level measured by doubly labeled water and accelerometry in children
Hoos, M. B., Plasqui, G., Gerver, W. M., & Westerterp, K. R. (2003) · European Journal of Applied Physiology · doi:10.1007/s00421-003-0891-6 · Cited by 74
Energetics of diving in macaroni penguins
Green, J. A., Butler, P. J., WOAKES, A. J., & Boyd, I. L. (2002) · Journal of Experimental Biology · doi:10.1242/jeb.00059 · Cited by 72
Self-citationFrappell, P. B., & Butler, P. J. (2004) · Physiological and Biochemical Zoology · doi:10.1086/425191 · Cited by 66
Self-citationEffects of loading and size on maximum power output and gait characteristics in geckos
Irschick, D. J., Vanhooydonck, B., Herrel, A., & Andronescu, A. (2003) · Journal of Experimental Biology · doi:10.1242/jeb.00617 · Cited by 64
Hawkins, P. A. J., Butler, P. J., WOAKES, A. J., & Speakman, J. R. (2000) · Journal of Experimental Biology · doi:10.1242/jeb.203.18.2819 · Cited by 64
Self-citationEnstipp, M. R., Grémillet, D., & Jones, D. R. (2006) · Journal of Experimental Biology · doi:10.1242/jeb.02064 · Cited by 62
Heat Increment of Feeding in Brünnich’s Guillemot Uria Lomvia
Hawkins, P. A. J., Butler, P. J., WOAKES, A. J., & Gabrielsen, G. W. (1997) · Journal of Experimental Biology · doi:10.1242/jeb.200.12.1757 · Cited by 59
Self-citationTime budget and diving behaviour of chick-rearing Crozet shags
Tremblay, Y., Cook, T. R., & Cherel, Y. (2005) · Canadian Journal of Zoology · doi:10.1139/z05-085 · Cited by 54
Wilson, R. P., & Liebsch, N. (2003) · Marine Biology · doi:10.1007/s00227-002-0964-9 · Cited by 53
Self-citationForce Generation for Locomotion of Vertebrates: Skeletal Muscle Overview
King, A. M., Loiselle, D. S., & Kohl, P. K. (2004) · IEEE Journal of Oceanic Engineering · doi:10.1109/joe.2004.833205 · Cited by 39
Hambly, C., Harper, E. J., & Speakman, J. R. (2004) · Journal of Experimental Biology · doi:10.1242/jeb.01234 · Cited by 37
Butler, P. J., & Bishop, C. M. (2000) · Elsevier eBooks · doi:10.1016/b978-012747605-6/50016-x · Cited by 37
Self-citationFactors influencing the prediction of metabolic rate in a reptile
Clark, T. D., Butler, P. J., & Frappell, P. (2006) · Functional Ecology · doi:10.1111/j.1365-2435.2006.01066.x · Cited by 36
Self-citationWater retention in the plumage of diving great cormorants Phalacrocorax carbo sinensis
Ribak, G., Weihs, D., & Arad, Z. (2005) · Journal of Avian Biology · doi:10.1111/j.0908-8857.2005.03499.x · Cited by 29
Videler, J. J., Vossebelt, G., Gnodde, M., & Groenewegen, A. (1988) · Journal of Experimental Biology · doi:10.1242/jeb.134.1.173 · Cited by 28
Cardiovascular adjustments during locomotion in penguins
Green, J. A., WOAKES, A. J., Boyd, I. L., & Butler, P. J. (2005) · Canadian Journal of Zoology · doi:10.1139/z05-035 · Cited by 26
Self-citationSwimming metabolism and temperature in juvenile walleye,Stizostedion vitreum vitreum
William, F., & Beamish, H. (1990) · Environmental Biology of Fishes · doi:10.1007/bf00002749 · Cited by 24
Armbruster, D. A., & Morehouse, L. E. (1951) · Southern Medical Journal · doi:10.1097/00007611-195109000-00025 · Cited by 23
Breathing Hypoxic Gas Affects the Physiology as Well as the Diving Behaviour of Tufted Ducks
Halsey, L. G., Butler, P. J., & WOAKES, A. J. (2005) · Physiological and Biochemical Zoology · doi:10.1086/427053 · Cited by 15
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2 of the 73 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Chaui‐Berlinck J.G., 1995, Unusual metabolic shifts in fasting hummingbirds, Auk, 112, 774
- McNab B.K., 2002, Physiological Ecology of Vertebrates.
Cited by
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Self-citationIdentification of animal movement patterns using tri-axial accelerometry
Shepard, E. L. C., Wilson, R., Quintana, F., Laich, A. G., Liebsch, N., Albareda, D., Halsey, L. G., Gleiss, A. C., Morgan, D., Myers, A., et al. (2008) · Endangered Species Research · doi:10.3354/esr00084 · Cited by 535
Self-citationNathan, R., Spiegel, O., Fortmann‐Roe, S., Harel, R., Wikelski, M. C., & Getz, W. M. (2012) · Journal of Experimental Biology · doi:10.1242/jeb.058602 · Cited by 522
Gleiss, A. C., Wilson, R. P., & Shepard, E. L. C. (2010) · Methods in Ecology and Evolution · doi:10.1111/j.2041-210x.2010.00057.x · Cited by 476
Self-citationPrying into the intimate details of animal lives: use of a daily diary on animals
Wilson, R. P., Shepard, E. L. C., & Liebsch, N. (2007) · Endangered Species Research · doi:10.3354/esr00064 · Cited by 473
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Metadata
- Authors
- WILSON, R. P., WHITE, C. R., QUINTANA, F., HALSEY, L. G., LIEBSCH, N., MARTIN, G. R., & BUTLER, P. J.
- Affiliations
- Swansea University (GB)
- University of Birmingham (GB)
- Wildlife Conservation Society (US)
- Corresponding author
- WILSON, RORY P.
- ORCID
- Venue
- Journal of Animal Ecology
- Publisher
- Wiley
- Published
- 2006-06-29
- Volume
- 75
- Issue
- 5
- Pages
- 1081-1090
- ISSN
- 0021-8790 (ISSN-L)
- 1365-2656
- OpenAlex
- W1513626006
- Cited by
- 797
- References
- 73
- Citations by year
- 2026: 33 · 2025: 48 · 2024: 53 · 2023: 47 · 2022: 100 · 2021: 61 · 2020: 48 · 2019: 50 · 2018: 39 · 2017: 49 · 2016: 47 · 2015: 47 · 2014: 41 · 2013: 21 · 2012: 27
- FWCI
- 11.90
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Animal Ecology (publishedVersion)
- PubMed (publishedVersion)
- University of Birmingham Research Portal (University of Birmingham) (submittedVersion)
- CONICET Digital (CONICET) (submittedVersion, cc-by-nc-sa)
- Funders
- Wildlife Conservation Society
- Natural Environment Research Council (NER/A/S/2003/00542)
- Topics
- Physical Sciences › Environmental Science › Ecology › Physiological and biochemical adaptations
- Physical Sciences › Environmental Science › Ecology › Avian ecology and behavior
- Physical Sciences › Environmental Science › Ecology › Wildlife Ecology and Conservation
- Keywords
- energy expenditure, accelerometry, overall dynamic body acceleration, Phalacrocorax carbo, Imperial Cormorant, oxygen consumption, CO2 emissions, foraging flight, buoyancy, wild birds, data logger
- MeSH terms
- Acceleration, Animals, Birds, Carbon Dioxide, Electronics, Energy Metabolism, Female, Male, Models, Biological, Movement, Oxygen Consumption
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