Wet mammals shake at tuned frequencies to dry
Open accessAbstract
In cold wet weather, mammals face hypothermia if they cannot dry themselves. By rapidly oscillating their bodies, through a process similar to shivering, furry mammals can dry themselves within seconds. We use high-speed videography and fur particle tracking to characterize the shakes of 33 animals (16 animals species and five dog breeds), ranging over four orders of magnitude in mass from mice to bears. We here report the power law relationship between shaking frequency f and body mass M to be f ∼ M(-0.22), which is close to our prediction of f ∼ M(-0.19) based upon the balance of centrifugal and capillary forces. We also observe a novel role for loose mammalian dermal tissue: by whipping around the body, it increases the speed of drops leaving the animal and the ensuing dryness relative to tight dermal tissue.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The average feather-shaking frequencies for peafowl train-rattling and covert-rattling displays are above the predicted values for an animal the mass of a peacock shivering and shaking dry, respectively.
“The average feather-shaking frequencies for peafowl train-rattling and covert-rattling displays are above the predicted values for an animal the mass of a peacock shivering and shaking dry, respectively (Fig 2).”
From Biomechanics of the Peacock’s Display: How Feather Structure and Resonance Influence Multimodal Signaling (2016) · cites this paper as Dickerson, Mills and Hu 2012
The Results (§3.1, page unavailable) establish a relationship between mammal body mass and wet-shaking frequency, which could supply a baseline for the citing authors’ comparison. The Discussion (§4.1, page unavailable) mentions shivering only in mice. The source does not predict shivering frequency for an animal of peacock mass or report peafowl display frequencies, so it does not establish that either display exceeds the stated prediction. (LLM, conf=0.78)
Experimental — accuracy not yet measuredPrevious research indicates that the frequencies animals use for some types of shaking behaviors are constrained, such that they scale as a power law with variation in body mass across species.
“Previous research indicates that the frequencies animals use for some types of shaking behaviors are constrained, such that they scale (as a power law) with variation in body mass across species [17, 18].”
From Biomechanics of the Peacock’s Display: How Feather Structure and Resonance Influence Multimodal Signaling (2016) · cites this paper as [17]
The vibration frequency of other behaviors such as shivering and shaking dry scales negatively with body mass across species.
“The vibration frequency of other behaviors, such as shivering and shaking dry, scales negatively with body mass across species [17–20].”
From Biomechanics of the Peacock’s Display: How Feather Structure and Resonance Influence Multimodal Signaling (2016) · cites this paper as [17]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Characterization and Distribution of Water-repellent, Self-cleaning Plant Surfaces
Neinhuis, C. (1997) · Annals of Botany · doi:10.1006/anbo.1997.0400 · Cited by 2,855 · see citing works
Animal Physiology: Adaptation and Environment
Schmidt‐Nielsen, K. (1962) · Cited by 2,498 · see citing works
Schmidt‐Nielsen, K. (1997) · Cambridge University Press eBooks · doi:10.1017/9780511801822 · Cited by 1,154 · see citing works
Scaling of respiratory variables in mammals
Stahl, W. R. (1967) · Journal of Applied Physiology · doi:10.1152/jappl.1967.22.3.453 · Cited by 862 · see citing works
Harkins, W. D., & Brown, F. E. (1919) · Journal of the American Chemical Society · doi:10.1021/ja01461a003 · Cited by 827 · see citing works
Ethology and neurobiology of grooming behavior
Spruijt, B. M., van Hooff, J. A. R. A. M., & Gispen, W. H. (1992) · Physiological Reviews · doi:10.1152/physrev.1992.72.3.825 · Cited by 738 · see citing works
McMahon, T. A., & Bonner, J. T. (1983) · Cited by 561 · see citing works
Speed, Stride Frequency and Energy Cost Per Stride: How Do They Change With Body Size and Gait?
Heglund, N. C., & Taylor, C. R. (1988) · Journal of Experimental Biology · doi:10.1242/jeb.138.1.301 · Cited by 552 · see citing works
Elastocapillary coalescence in wet hair
Bico, J., Roman, B., Moulin, L., & Boudaoud, A. (2004) · Nature · doi:10.1038/432690a · Cited by 463 · see citing works
Bakken, G. S. (1976) · Journal of Theoretical Biology · doi:10.1016/0022-5193(76)90063-1 · Cited by 396 · see citing works
Transition from dripping to jetting
Clanet, C., & Lasheras, J. C. (1999) · Journal of Fluid Mechanics · doi:10.1017/s0022112098004066 · Cited by 384 · see citing works
Buckingham, E. (1915) · Nature · doi:10.1038/096396d0 · Cited by 317 · see citing works
Hair of West-European mammals : atlas and identification key
Teerink, B. J. (2003) · Cambridge University Press eBooks · Cited by 312 · see citing works
XXX. On the magnitude of a drop of liquid formed under different circumstances
Tate, T. (1864) · The London Edinburgh and Dublin Philosophical Magazine and Journal of Science · doi:10.1080/14786446408643645 · Cited by 280 · see citing works
Effects of mast and berry crop failures on survival, growth and reproductive success of black bears
Rogers, L. M. (1976) · Digital Commons - USU (Utah State University) · Cited by 277 · see citing works
The Integument of Water-walking Arthropods: Form and Function
Bush, J. W. M., Hu, D. L., & Prakash, M. (2007) · Advances in insect physiology · doi:10.1016/s0065-2806(07)34003-4 · Cited by 259 · see citing works
Self-citationGeographic expansion of an increasing brown bear population: evidence for presaturation dispersal
Swenson, J. E., Sandegren, F. E., & Söderberg, A. (1998) · Journal of Animal Ecology · doi:10.1046/j.1365-2656.1998.00248.x · Cited by 252 · see citing works
Modeling Axisymmetric Flows: Dynamics of Films, Jets, and Drops
Middleman, S. (1995) · Cited by 198 · see citing works
The Production of Sprays and Mists of Uniform Drop Size by Means of Spinning Disc Type Sprayers
Walton, W. H., & Prewett, W. C. (1949) · Proceedings of the Physical Society Section B · doi:10.1088/0370-1301/62/6/301 · Cited by 183 · see citing works
Correlation of carnassial tooth size and body weight in recent carnivores (mammalia)
Legendre, S., & Roth, C. (1988) · Historical Biology · doi:10.1080/08912968809386468 · Cited by 149 · see citing works
Capillary rise between elastic sheets
Kim, H., & Mahadevan, L. (2006) · Journal of Fluid Mechanics · doi:10.1017/s0022112005007718 · Cited by 145 · see citing works
Dust devils as observed by Mars Pathfinder
Ferri, F., Smith, P. H., Lemmon, M. T., et al. (2003) · Journal of Geophysical Research Atmospheres · doi:10.1029/2000je001421 · Cited by 129 · see citing works
Size and Growth Patterns of the Yellowstone Grizzly Bear
Blanchard, B. M. (1987) · Ursus · doi:10.2307/3872615 · Cited by 111 · see citing works
Py, C., Bastien, R., Bico, J., et al. (2007) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/77/44005 · Cited by 106 · see citing works
Sokolov, V. E. (1982) · University of California Press eBooks · doi:10.1525/9780520315921 · Cited by 105 · see citing works
Effects of wetting of insulation of bird and mammal coats
Webb, D., & KING, J. R. (1984) · Journal of Thermal Biology · doi:10.1016/0306-4565(84)90020-2 · Cited by 97 · see citing works
Natural History of the Mammalia of India and Ceylon
Sterndale, R. A. (2010) · Biodiversity Heritage Library (Smithsonian Institution) · doi:10.5962/bhl.title.15089 · Cited by 94 · see citing works
Clusters of bundled nanorods in nanocarpet effect
Zhao, Y., & Fan, J.-G. (2006) · Applied Physics Letters · doi:10.1063/1.2183735 · Cited by 94 · see citing works
Duffield, W. G. (1915) · Nature · doi:10.1038/095066a0 · Cited by 91 · see citing works
Gilet, T., Terwagne, D., & Vandewalle, N. (2010) · The European Physical Journal E · doi:10.1140/epje/i2010-10563-9 · Cited by 91 · see citing works
In situ measurement of dust devil dynamics: Toward a strategy for Mars
Tratt, D. M., Hecht, M. H., Catling, D. C., et al. (2003) · Journal of Geophysical Research Atmospheres · doi:10.1029/2003je002161 · Cited by 84 · see citing works
Wetting properties of human hair by means of dynamic contact angle measurement
Lodge, R. A., & Bhushan, B. (2006) · Journal of Applied Polymer Science · doi:10.1002/app.24774 · Cited by 80 · see citing works
Haldane, J. B. S., & Price, C. A. (2017) · Routledge eBooks · doi:10.4324/9781315127057-3 · Cited by 72 · see citing works
Welo, L. A., Ziifle, H. M., & McDonald, A. W. (1952) · Textile Research Journal · doi:10.1177/004051755202200404 · Cited by 56 · see citing works
THE ANALYSIS OF DRUG‐INDUCED TREMOR IN MICE
AHMED, A., & TAYLOR, N. R. W. (1959) · British Journal of Pharmacology and Chemotherapy · doi:10.1111/j.1476-5381.1959.tb00255.x · Cited by 56 · see citing works
Wetting behavior of human hair fibers
Kamath, Y. K., Dansizer, C. J., & Weigmann, H. ‐. (1978) · Journal of Applied Polymer Science · doi:10.1002/app.1978.070220821 · Cited by 53 · see citing works
Response of Fox Squirrels and Gray Squirrels to a Late Spring-Early Summer Food Shortage
Koprowski, J. L. (1991) · Journal of Mammalogy · doi:10.2307/1382108 · Cited by 52 · see citing works
Atomisation of liquids by spinning cups
Dombrowski, N., & Lloyd, T. L. (1974) · The Chemical Engineering Journal · doi:10.1016/0300-9467(74)80019-5 · Cited by 48 · see citing works
RAYLEIGH (1915) · Nature · doi:10.1038/095202d0 · Cited by 45 · see citing works
4—Capillary and Imbibed Water in Assemblies of Moist Fibres
Preston, J., Nimkar, M. V., & Gundavda, S. P. (1951) · Journal of the Textile Institute Transactions · doi:10.1080/19447027.1951.10750259 · Cited by 44 · see citing works
Fur does not fly, it floats: buoyancy of pelage in semi-aquatic mammals
Fish, F. E., Smelstoys, J., Baudinette, R. V., et al. (2002) · Adelaide Research & Scholarship (AR&S) (University of Adelaide) · Cited by 42 · see citing works
Weisel, J. W., Nagaswami, C., & Peterson, R. O. (2005) · Canadian Journal of Zoology · doi:10.1139/z05-047 · Cited by 37 · see citing works
Water Absorption of the Fur and Swimming Behavior of Semiaquatic and Terrestrial Oryzomine Rodents
Santori, R. T., Vieira, M. V., Barbosa, O. R., et al. (2008) · Journal of Mammalogy · doi:10.1644/07-mamm-a-327.1 · Cited by 37 · see citing works
Aerial shaking performance of wet Anna's hummingbirds
Ortega-Jimenez, V. M., & Dudley, R. (2012) · Journal of The Royal Society Interface · doi:10.1098/rsif.2011.0608 · Cited by 25 · see citing works
Wingstroke frequency of foraging and hovering bumblebees in relation to morphology and temperature
Joos, B., Young, P., & Casey, T. M. (1991) · Physiological Entomology · doi:10.1111/j.1365-3032.1991.tb00556.x · Cited by 24 · see citing works
Relationship of Weight to Chest Girth in the Grizzly Bear
Nagy, J. A., Kingsley, M. C. S., Russell, R. H., et al. (1984) · Journal of Wildlife Management · doi:10.2307/3801815 · Cited by 19 · see citing works
Droplet formation and contact angles of liquids on mammalian hair fibres
Carroll, B. J. (1989) · Journal of the Chemical Society Faraday Transactions 1 Physical Chemistry in Condensed Phases · doi:10.1039/f19898503853 · Cited by 18 · see citing works
Importance of Dynamic Surface Tension to the Residual Water Content of Fabrics
Carter, D. L., Draper, M., Peterson, R. N., et al. (2005) · Langmuir · doi:10.1021/la050583w · Cited by 12 · see citing works
Denton, M. J. (1974) · Journal of the Textile Institute · doi:10.1080/00405007408630112 · Cited by 6 · see citing works
Water absorption and the drying and cooling rates in mink (Mustela vison) following simulated diving
Korhonen, H. T., & Niemelä, P. (2002) · Animal Science · doi:10.1017/s1357729800052449 · Cited by 5 · see citing works
Spin structure of hadrons in supersymmetric quantum chromodynamics at short distances
Richter-Wa̧s, E., & Szwed, J. (1986) · The European Physical Journal C · doi:10.1007/bf01479535 · Cited by 4 · see citing works
Measured impacts of high efficiency domestic clothes washers in a community
Tomlinson, J. J., & Rizy, T. (1998) · University of North Texas Digital Library (University of North Texas) · Cited by 3 · see citing works
Determination of some blood parameters in the African lion (Panthera leo)
Erasmus, H. (2008) · Cited by 3 · see citing works
Zschokke (2002) · doi:10.1644/1545-1542(2002)083
Flagged first, then by citations
Research works printed but not linked: 5
- [3]Timacheff S. 2008. Canon EOS digital photography photo workshop. Indianapolis, IN: Wiley Publishing Inc [Google Scholar]
- [5]Van Rooijen J. 2005. Dust bathing and other comfort behaviours of domestic hens. In Welfare of laying hens in Europe—reports, analyses and conclusions (eds. Martin G., Sambraus H. H., Steiger A.), pp. 110–123 Munich, Germany: Internazionale Gesellschaft für Nutztierhaltung. [Google Scholar]
- [6]Sokolov V. 1982. Mammal skin. Berkeley, CA: University of California Press [Google Scholar]
- [7]Romanenko E., Sokolov V. 1987. Wettability of the coat of the northern fur seal. Doklady Akademii Nauk SSSR 297, 990–994 [Google Scholar]
- [22]Costello C., et al. 2003. Relationship of variable mast production to american black bear reproductive parameters in New Mexico. Ursus 14, 1–16 [Google Scholar]
Cited by
Sorted by citations
Dakin, R., McCrossan, O., Hare, J. F., Montgomerie, R., & Amador Kane, S. (2016) · PLOS ONE · doi:10.1371/journal.pone.0152759 · Cited by 27 · see citing works
- Authors
- Dickerson, A. K., Mills, Z. G., & Hu, D. L.
- Affiliations
- Georgia Institute of Technology (US)
- Corresponding author
- Hu, David L.
- Venue
- Journal of The Royal Society Interface
- Publisher
- The Royal Society
- Published
- 2012-08-17
- Volume
- 9
- Issue
- 77
- Pages
- 3208-3218
- ISSN
- 1742-5662 (ISSN-L)
- 1742-5689
- PMC
- PMC3481573
- OpenAlex
- W2110965595
- Cited by
- 81
- References
- 54
- Citations by year
- 2026: 4 · 2025: 9 · 2024: 14 · 2023: 11 · 2022: 5 · 2021: 4 · 2020: 9 · 2019: 4 · 2018: 3 · 2017: 4 · 2016: 4 · 2015: 4 · 2014: 3 · 2013: 1 · 2012: 1
- FWCI
- 2.85
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Journal of The Royal Society Interface (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Engineering › Computational Mechanics › Fluid Dynamics and Heat Transfer
- Physical Sciences › Engineering › Aerospace Engineering › Biomimetic flight and propulsion mechanisms
- Physical Sciences › Environmental Science › Ecology › Physiological and biochemical adaptations
- Keywords
- hypothermia, shaking frequency, body mass scaling, power-law scaling, centrifugal force, capillary forces, dermal tissue
- MeSH terms
- Animals, Biomechanical Phenomena, Dogs, Energy Metabolism, Mammals, Models, Theoretical, Motor Activity, Shivering, Video Recording, Water, Body Size, Mice
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review