Scaling of mechanical power output during burst escape flight in the Corvidae
Abstract
Avian locomotor burst performance (e.g. acceleration, maneuverability) decreases with increasing body size and has significant implications for the survivorship, ecology and evolution of birds. However, the underlying mechanism of this scaling relationship has been elusive. The most cited mechanistic hypothesis posits that wingbeat frequency alone limits maximal muscular mass-specific power output. Because wingbeat frequency decreases with body size, it may explain the often-observed negative scaling of flight performance. To test this hypothesis we recorded in vivo muscular mechanical power from work-loop mechanics using surgically implanted sonomicrometry (measuring muscle length change) and strain gauges (measuring muscle force) in four species of Corvidae performing burst take-off and vertical escape flight. The scale relationships derived for the four species suggest that maximum muscle-mass-specific power scales slightly negatively with pectoralis muscle mass (M(-0.18)(m), 95% CI: -0.42 to 0.05), but less than the scaling of wingbeat frequency (M(-0.29)(m), 95% CI: -0.37 to -0.23). Mean muscle stress was independent of muscle mass (M(-0.02)(m), 95% CI: -0.20 to 0.19), but total muscle strain (percent length change) scaled positively (M(0.12)(m), 95% CI: 0.05 to 0.18), which is consistent with previous results from ground birds (Order Galliformes). These empirical results lend minimal support to the power-limiting hypothesis, but also suggest that muscle function changes…
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The work output from the flight muscles, 66 J/kg, was close to total mechanical work during take-off in common raven and Harris hawks and close to the maximum work predicted for skeletal muscle.
“The work output from the muscles (66 J kg -1 ) is also close to the total mechanical work required from the muscles during take-off flights in common raven [48 J kg -1 (Jackson and Dial, 2011)] and Harris hawks [56 J kg -1 (Askew et al., 2001)], and close to the maximum work skeletal muscles are predicted to be capable of generating (Peplowski and Marsh, 1997).”
From The elaborate plumage in peacocks is not such a drag (2014) · cites this paper as Jackson and Dial, 2011
The total power measured during take-off was close to maximal power values reported for other bird species: 395 W/kg in magpie, 350 W/kg in grey jay, and 390 W/kg in blue-breasted quail.
“the total power is close to the maximal power reported in other species [395 W kg -1 in magpie, 350 W kg -1 in grey jay (Jackson and Dial, 2011); 390 W kg -1 in blue breasted quail (Askew et al., 2001)].”
From The elaborate plumage in peacocks is not such a drag (2014) · cites this paper as Jackson and Dial, 2011
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Schmidt-Nielsen, K. (1984) · doi:10.1017/cbo9781139167826 · Cited by 2,677 · see citing works
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Causes of keel bone damage and their solutions in laying hens
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“The paired pectoralis muscles are capable of generating enormous force, work and power output during normal flight (Tobalske et al., 2003) and these outputs increase dramatically during vigorous wing-flapping (Tobalske and Dial, 2000; Jackson and Dial, 2011).”
BackgroundBirn-Jeffery, A., Hubicki, C., Blum, Y., Renjewski, D., Hurst, J., & Daley, M. (2014) · Journal of Experimental Biology · doi:10.1242/jeb.102640 · Cited by 122 · see citing works
“…morphology (Christiansen, 1999; Doube et al., 2012; Kilbourne and Hoffman, 2013), locomotor performance (Hoyt et al., 2000; Iriarte-Díaz, 2002; Jackson and Dial, 2011; Tobalske and Dial, 2000; Walter and Carrier, 2002) and physiology (Biewener, 1989; Hoyt and Taylor, 1981; More et al., 2010;…”
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“This technique has been applied multiple times on a variety of avian taxa in different experimental conditions including flight through corridors (Dial and Biewener 1993), wind tunnels (Dial et al. 1997), and ascending up vertical shafts (Jackson and Dial 2011).”
BackgroundFlight mechanics and control of escape manoeuvres in hummingbirds. I. Flight kinematics
Cheng, B., Tobalske, B., Powers, D. R., Hedrick, T., Wethington, S. M., Chiu, G., & Deng, X.-Y. (2016) · Journal of Experimental Biology · doi:10.1242/jeb.137539 · Cited by 94 · see citing works
“…understanding of mechanics and control (see companion paper, Cheng et al., 2016), herein we report on the free-flight body and wing kinematics of hummingbirds, during escape from a perceived threat in which their manoeuvring flight performance should be close to maximal (Jackson and Dial, 2011).”
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“birds, helping them produce mass-specific muscle aerobic power outputs comparable to or 258 greater than larger birds [24-26].”
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“Across a range of taxa, there is generally a negative relationship between body size and an organism’s ability to rapidly accelerate (i.e., burst locomotor performance; Jackson and Dial 2011), change speeds, and maneuver.”
BackgroundTransition from leg to wing forces during take-off in birds
Provini, P., Tobalske, B., Crandell, K., & Abourachid, A. (2012) · Journal of Experimental Biology · doi:10.1242/jeb.074484 · Cited by 75 · see citing works
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“EMG [13,14,47–50], deltopectoral strain [51–53], and sonomicrometry [54,55] are dependent on upstroke/downstroke transition timing for interpreting pectoralis function.”
BackgroundSelf-citationCheng, B., Tobalske, B., Powers, D. R., Hedrick, T., Wang, Y., Wethington, S. M., Chiu, G., & Deng, X.-Y. (2016) · Journal of Experimental Biology · doi:10.1242/jeb.137570 · Cited by 55 · see citing works
“, 2013) and maximal power of flight muscle (Ellington, 1985; Josephson et al., 2000) could significantly limit manoeuvrability.”
BackgroundTransition from wing to leg forces during landing in birds
Provini, P., Tobalske, B., Crandell, K., & Abourachid, A. (2014) · Journal of Experimental Biology · doi:10.1242/jeb.104588 · Cited by 49 · see citing works
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Chin, D. D., & Lentink, D. (2019) · Nature Communications · doi:10.1038/s41467-019-13347-3 · Cited by 48 · see citing works
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“, 2011), as well as in different-sized corvids during steep ascending flight (Jackson and Dial, 2011); and have previously been found in cockatiels, doves, budgerigars and zebra finches over a range of flight speeds (Ellerby and Askew, 2007; Hedrick et al.”
BackgroundAerodynamic consequences of wing morphing during emulated take-off and gliding in birds
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Resource partitioning facilitates coexistence in sympatric cetaceans in the California Current
Fossette, S., Abrahms, B., Hazen, E., Bograd, S., Zilliacus, K. M., Calambokidis, J., Burrows, J., Goldbogen, J., Harvey, J., Marinovic, B., et al. (2017) · Ecology and Evolution · doi:10.1002/ece3.3409 · Cited by 42 · see citing works
“For example, while smaller animals may have faster acceleration (Garland, 1984; Iriarte- Díaz, 2002; Jackson & Dial, 2011) and greater manoeuvrability (Domenici, 2000; McGuire & Dudley, 2005) than larger relatives, larger animals generally exhibit greater speed (Alerstam, Hedenstrom, & Akesson,…”
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“This gave a wingbeat-averaged power normalized by pectoralis mass of 317 W/kg.”
BackgroundInfluentialThe mechanics and behavior of cliff swallows during tandem flights
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“9 g body mass (Jackson and Dial, 2011)] are larger than our measured cliff swallow free-flight power.”
BackgroundSelf-citationJackson, B., Tobalske, B., & Dial, K. (2011) · Journal of Experimental Biology · doi:10.1242/jeb.052829 · Cited by 36 · see citing works
“In comparison, during take-off the pectoralis undergoes near maximal shortening in the first downstroke in pigeons (Tobalske and Biewener, 2008), mallards (Williamson et al., 2001) and passerines (corvids) (Jackson and Dial, 2011).”
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“…the wing through the downstroke (Dial and Biewener 1993; Dial et al. 1997; Hedrick et al. 2003; Ellerby and Askew 2007a, 2007b), but during some modes of flight such as burst ascents (Jackson and Dial 2011) and wing-assisted incline running (Jackson et al. 2011), the force profiles can be bimodal.”
BackgroundThe elaborate plumage in peacocks is not such a drag
Askew, G. N. (2014) · Journal of Experimental Biology · doi:10.1242/jeb.107474 · Cited by 26 · see citing works
“Whether these flights were maximal is not known; however, the total power is close to the maximal power reported in other species [395 W kg−1 in magpie, 350 W kg−1 in grey jay (Jackson and Dial, 2011); 390 W kg−1 in blue breasted quail (Askew et al.”
BackgroundInfluentialEvolution of avian flight: muscles and constraints on performance
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Scaling of maneuvering performance in baleen whales: larger whales outperform expectations
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“…of self-selected locomotion, with the aim of investigating the physiological controls and performance capabilities of stereotyped maneuvers (i.e. Clark et al., 2013; Higham et al., 2001; Iriarte-Díaz and Swartz, 2008; Jackson and Dial, 2011; Read et al., 2016; Ros et al., 2011; Socha, 2005).”
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“Additionally, the mass-specific power available for flight decreases within the range of m21/6 to m21/3 (Altshuler, Dudley, Heredia, & McGuire, 2010; Ellington, 1991; Hill, 1950; Jackson & Dial, 2011; Pennycuick, 1975).”
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“Although larger body sizes may confer protection, including size refuge (Urban 2007b) and influence the ability to react to attacks (Jackson and Dial 2011), larger foragers have a higher likelihood of being detected (Mech and Zollner 2002, Urban 2007a) and are also hunted by larger and more…”
BackgroundOntogeny of Flight Capacity and Pectoralis Function in a Precocial Ground Bird (Alectoris chukar).
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“In animal flight, the work and power required to move through the air scale approximately with body mass, but the available power for flight does not increase at the same rate such that mass- specific performance declines with body size (Ellington, 1991; Hill, 1950; Jackson & Dial, 2011).”
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“…technological limitations have left our understanding incomplete ( Ellerby and Askew, 2007 ; Tobalske et al., 2003 ; Tobalske and Biewener, 2008 ; Biewener et al., 1992 ; Biewener et al., 1998 ; Jackson and Dial, 2011a ; Dial et al., 1997 ; Soman et al., 2005 ; Ingersoll and Lentink, 2018 ).”
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“This style of take-off is favoured by birds that are specialised for living primarily terrestrially and fly rarely such as the European migratory quail Coturnix coturnix ( Earls, 2000 ) or employed for rapid escape take-off as was examined in corvids ( Jackson & Dial, 2011 ).”
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“…have been observed only for m. pectoralis major in flying birds (e.g., Askew and Marsh, 2001; Biewener et al., 1998; Earls, 2000; Ellerby and Askew, 2007; Jackson and Dial, 2011; Spedding, 1987; Williamson et al., 2001) and for m. obliquus externus in calling frogs (Girgenrath and Marsh, 1997).”
Geometric morphometric analysis of the humerus in New and Old World vultures
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“Body mass has been shown to be a predictor of flight performance (Corvidae et al., 2006; Hertel & Ballance, 1999; Jackson & Dial, 2011; Sievwright & MacLeod, 2012; Tobalske et al., 2003; Tobalske & Dial, 2000) because of its relationship to mechanical power output.”
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Self-citationAscending flight and decelerating vertical glides in Anna's hummingbirds
Ortega-Jiménez, V. M., & Dudley, R. (2018) · Journal of Experimental Biology · doi:10.1242/jeb.191171 · Cited by 3 · see citing works
“Although take-off and nearor fully vertical ascent has been well studied for several avian groups (see Tobalske and Dial, 2000; Askew andMarsh, 2001; Berg and Biewener, 2008; Jackson, 2009; Jackson and Dial, 2011) and for some insects (see Marden, 1987; Muijires et al.”
BackgroundHeers, A. M. (2013) · Encyclopedia of Life Sciences · doi:10.1002/9780470015902.a0024965 · Cited by 2 · see citing works
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Bishop, C. M., & Guglielmo, C. G. (2022) · Sturkie's Avian Physiology · doi:10.1016/b978-0-12-819770-7.00012-8 · Cited by 1 · see citing works
Reuvers, E. D., Maas, H., Noort, W., Bobbert, M., & Kistemaker, D. (2026) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1014587
“The excitation dynamics were modelled according to Hatze [16, pp 31–32].”
Allometric scales underlying animal flight: a mechanics-based approach.
Prasad, D., & Prasad, M. (2026) · Journal of the Royal Society Interface · doi:10.1098/rsif.2025.0858
Segre, P., Dakin, R., & Altshuler, D. (2025) · Journal of Zoology · doi:10.1111/jzo.70014
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Saeki, M., & Yoshida, H. (2018) · Ornithological science · doi:10.2326/osj.17.237
“Furthermore, from the linear relationship between pectoralis mass and muscle-mass specific work (Jackson & Dial 2011), the estimated pectoralis mass of 52.7 g in this study is roughly able to create 44 J kg−1 of massspecific work, equivalent to 2.3 J.”
BackgroundMethodInfluentialGardiner, J., Altringham, J., Papadatou, E., & Nudds, R. (2014) · Biology Open · doi:10.1242/bio.20149159
“Several studies have focussed on take-off performance and accelerating flight in birds (Askew et al., 2001; Berg and Biewener, 2010; Earls, 2000; Jackson and Dial, 2011; Tobalske and Dial, 2000; Tobalske et al., 2004), but far fewer studies have examined bat take-off (Altenbach, 1979; Gardiner and Nudds, 2011; Schutt…”
BackgroundInfluentialBATS FOCUS ON FOOD BY CUTTING OUT CLUTTER
Hager, Y. (2011) · Journal of Experimental Biology · doi:10.1242/jeb.054924
BIRD MUSCLE POWER NOT LIMITED SOLELY BY WINGBEAT FREQUENCY
Knight, K. (2011) · Journal of Experimental Biology · doi:10.1242/jeb.054932
Hummingbird maneuvering performance : aerodynamic mechanisms and physiological constraints
Segre, P. (2015) · cIRcle (University of British Columbia) · doi:10.14288/1.0165759
“Enriched flight chambers have demonstrated how animals maneuver to avoid obstacles (Warrick et al., 1998; Williams and Biewener, 2015), turn in confined spaces (Hedrick et al., 2009), and perform takeoffs and landings (Jackson and Dial, 2011; Riskin et al., 2009).”
BackgroundMethodInfluential
- Authors
- Jackson, B. E., & Dial, K. P.
- Affiliations
- University of Montana (US)
- Venue
- Journal of Experimental Biology
- Publisher
- The Company of Biologists
- Published
- 2011-02-01
- Volume
- 214
- Issue
- 3
- Pages
- 452-461
- ISSN
- 0022-0949 (ISSN-L)
- 1477-9145
- OpenAlex
- W2003244152
- Cited by
- 63
- References
- 0
- Citations by year
- 2026: 3 · 2025: 7 · 2024: 1 · 2023: 2 · 2022: 7 · 2021: 3 · 2020: 2 · 2019: 3 · 2018: 4 · 2017: 5 · 2016: 7 · 2015: 2 · 2014: 6 · 2013: 2 · 2012: 5
- FWCI
- 4.80
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Experimental Biology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation
- Topics
- Physical Sciences › Environmental Science › Ecology › Physiological and biochemical adaptations
- Physical Sciences › Engineering › Aerospace Engineering › Biomimetic flight and propulsion mechanisms
- Health Sciences › Medicine › Urology › Comparative Animal Anatomy Studies
- Keywords
- Corvidae, take-off, mechanical power output, muscle power, body size scaling, wingbeat frequency, pectoralis muscle, muscle stress, muscle strain, sonomicrometry, avian flight mechanics
- MeSH terms
- Animals, Biomechanical Phenomena, Electromyography, Energy Metabolism, Flight, Animal, Locomotion, Muscle Contraction, Pectoralis Muscles, Wings, Animal, Passeriformes, Body Size
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