Testing Bergmann's rule in marine copepods

Max D. Campbell; David S. Schoeman; William Venables; R Abu‐Alhaija; Sonia D. Batten; Sanae Chiba; Frank Coman; Claire H. Davies; Martin Edwards; Ruth S. Eriksen; Jason D. Everett; Yutaka Fukai; Mitsuo Fukuchi; Garrote O Esquivel; Graham Hosie; Jenny A. Huggett; David G. Johns; John A. Kitchener; Philippe Koubbi; Felicity R. McEnnulty; Erik Muxagata; Clare Ostle; Karen V. Robinson; Anita Slotwinski; Kerrie M. Swadling; Kunio T. Takahashi; Mark Tonks; J Uribe‐Palomino; Hans M. Verheye; William H. Wilson; Marco M. Worship; Atsushi Yamaguchi; Wuchang Zhang; Anthony J. Richardson

doi:10.1111/ecog.05545

Testing Bergmann's rule in marine copepods

Max D. Campbell^*
, David S. Schoeman
, William Venables
, R Abu‐Alhaija
, Sonia D. Batten
, Sanae Chiba
, Frank Coman
, Claire H. Davies
, Martin Edwards
, Ruth S. Eriksen
, Jason D. Everett
, Yutaka Fukai
, Mitsuo Fukuchi
, Garrote O Esquivel
, Graham Hosie
, Jenny A. Huggett
, David G. Johns
, John A. Kitchener
, Philippe Koubbi
, Felicity R. McEnnulty

Erik Muxagata, Clare Ostle, Karen V. Robinson, Anita Slotwinski, Kerrie M. Swadling, Kunio T. Takahashi, Mark Tonks, J Uribe‐Palomino, Hans M. Verheye, William H. Wilson, Marco M. Worship, Atsushi Yamaguchi, Wuchang Zhang, Anthony J. Richardson

^*Corresponding author for this work

School of Biological and Marine Sciences

Griffith University Queensland
University of New South Wales
University of the Sunshine Coast
CSIRO
University of Queensland
Marine Biological Association
North Pacific Marine Science Organization (PICES)
Japan Agency for Marine-Earth Science and Technology
United Nations Environment Programme (UNEP) World Conservation Monitoring Centre
Hokkaido University
Research Organization of Information and Systems, National Institute of Polar Research
Oceans and Coasts Research
University of Cape Town
Australian Antarctic Division
Institut français de recherche pour l’exploitation de la mer
UFR 918 Terre Environnement Biodiversité
NIWA
University of Tasmania
CAS - Institute of Oceanology

Research output: Contribution to journal › Article › peer-review

Abstract

Macroecological relationships provide insights into rules that govern ecological systems. Bergmann's rule posits that members of the same clade are larger at colder temperatures. Whether temperature drives this relationship is debated because several other potential drivers covary with temperature. We conducted a near‐global comparative analysis on marine copepods (97 830 samples, 388 taxa) to test Bergmann's rule, considering other potential drivers. Supporting Bergmann's rule, we found temperature better predicted size than did latitude or oxygen, with body size decreasing by 43.9% across the temperature range (‐1.7 to 30ºC). Body size also decreased by 26.9% across the range in food availability. Our results provide strong support for Bergman's rule in copepods, but emphasises the importance of other drivers in modifying this pattern. As the world warms, smaller copepod species are likely to emerge as ‘winners', potentially reducing rates of fisheries production and carbon sequestration.

Original language	English
Pages (from-to)	1283-1295
Number of pages	0
Journal	Ecography
Volume	44
Issue number	9
Early online date	10 Aug 2021
DOIs	https://doi.org/10.1111/ecog.05545
Publication status	Published - Sept 2021

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10.1111/ecog.05545

Testing Bergmann's Rule in marine copepods
Campbell, M., Schoeman, D., Venables, W., Abu-Alhaija, R., Batten, S., Chiba, S., Coman, F., Davies, C., Edwards, M., Eriksen, R., Everett, J., Fukai, Y., Fukuchi, M., Garrote, O., Hosie, G., Huggett, J., Johns, D., Kitchener, J., Koubbi, P. & McEnnulty, F. & 14 others, Muxagata, E., Ostle, C., Robinson, K., Slotwinski, A., Swadling, K., Takahashi, K., Tonks, M., Uribe-Palomino, J., Verheye, H., Wilson, W., Worship, M., Yamaguchi, A., Wuchang, Z. & Richardson, A., 8 Oct 2020.
Research output: Working paper / Preprint › Preprint

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Campbell, M. D., Schoeman, D. S., Venables, W., Abu‐Alhaija, R., Batten, S. D., Chiba, S., Coman, F., Davies, C. H., Edwards, M., Eriksen, R. S., Everett, J. D., Fukai, Y., Fukuchi, M., Esquivel, G. O., Hosie, G., Huggett, J. A., Johns, D. G., Kitchener, J. A., Koubbi, P., ... Richardson, A. J. (2021). Testing Bergmann's rule in marine copepods. Ecography, 44(9), 1283-1295. https://doi.org/10.1111/ecog.05545

@article{136bab6ef3794af9841821bb3631d570,

title = "Testing Bergmann's rule in marine copepods",

abstract = "Macroecological relationships provide insights into rules that govern ecological systems. Bergmann's rule posits that members of the same clade are larger at colder temperatures. Whether temperature drives this relationship is debated because several other potential drivers covary with temperature. We conducted a near‐global comparative analysis on marine copepods (97 830 samples, 388 taxa) to test Bergmann's rule, considering other potential drivers. Supporting Bergmann's rule, we found temperature better predicted size than did latitude or oxygen, with body size decreasing by 43.9\% across the temperature range (‐1.7 to 30ºC). Body size also decreased by 26.9\% across the range in food availability. Our results provide strong support for Bergman's rule in copepods, but emphasises the importance of other drivers in modifying this pattern. As the world warms, smaller copepod species are likely to emerge as {\textquoteleft}winners', potentially reducing rates of fisheries production and carbon sequestration.",

author = "Campbell, \{Max D.\} and Schoeman, \{David S.\} and William Venables and R Abu‐Alhaija and Batten, \{Sonia D.\} and Sanae Chiba and Frank Coman and Davies, \{Claire H.\} and Martin Edwards and Eriksen, \{Ruth S.\} and Everett, \{Jason D.\} and Yutaka Fukai and Mitsuo Fukuchi and Esquivel, \{Garrote O\} and Graham Hosie and Huggett, \{Jenny A.\} and Johns, \{David G.\} and Kitchener, \{John A.\} and Philippe Koubbi and McEnnulty, \{Felicity R.\} and Erik Muxagata and Clare Ostle and Robinson, \{Karen V.\} and Anita Slotwinski and Swadling, \{Kerrie M.\} and Takahashi, \{Kunio T.\} and Mark Tonks and J Uribe‐Palomino and Verheye, \{Hans M.\} and Wilson, \{William H.\} and Worship, \{Marco M.\} and Atsushi Yamaguchi and Wuchang Zhang and Richardson, \{Anthony J.\}",

year = "2021",

month = sep,

doi = "10.1111/ecog.05545",

language = "English",

volume = "44",

pages = "1283--1295",

journal = "Ecography",

issn = "0906-7590",

publisher = "Wiley-Blackwell Publishing Ltd",

number = "9",

}

Campbell, MD, Schoeman, DS, Venables, W, Abu‐Alhaija, R, Batten, SD, Chiba, S, Coman, F, Davies, CH, Edwards, M, Eriksen, RS, Everett, JD, Fukai, Y, Fukuchi, M, Esquivel, GO, Hosie, G, Huggett, JA, Johns, DG, Kitchener, JA, Koubbi, P, McEnnulty, FR, Muxagata, E, Ostle, C, Robinson, KV, Slotwinski, A, Swadling, KM, Takahashi, KT, Tonks, M, Uribe‐Palomino, J, Verheye, HM, Wilson, WH, Worship, MM, Yamaguchi, A, Zhang, W & Richardson, AJ 2021, 'Testing Bergmann's rule in marine copepods', Ecography, vol. 44, no. 9, pp. 1283-1295. https://doi.org/10.1111/ecog.05545

TY - JOUR

T1 - Testing Bergmann's rule in marine copepods

AU - Campbell, Max D.

AU - Schoeman, David S.

AU - Venables, William

AU - Abu‐Alhaija, R

AU - Batten, Sonia D.

AU - Chiba, Sanae

AU - Coman, Frank

AU - Davies, Claire H.

AU - Edwards, Martin

AU - Eriksen, Ruth S.

AU - Everett, Jason D.

AU - Fukai, Yutaka

AU - Fukuchi, Mitsuo

AU - Esquivel, Garrote O

AU - Hosie, Graham

AU - Huggett, Jenny A.

AU - Johns, David G.

AU - Kitchener, John A.

AU - Koubbi, Philippe

AU - McEnnulty, Felicity R.

AU - Muxagata, Erik

AU - Ostle, Clare

AU - Robinson, Karen V.

AU - Slotwinski, Anita

AU - Swadling, Kerrie M.

AU - Takahashi, Kunio T.

AU - Tonks, Mark

AU - Uribe‐Palomino, J

AU - Verheye, Hans M.

AU - Wilson, William H.

AU - Worship, Marco M.

AU - Yamaguchi, Atsushi

AU - Zhang, Wuchang

AU - Richardson, Anthony J.

PY - 2021/9

Y1 - 2021/9

N2 - Macroecological relationships provide insights into rules that govern ecological systems. Bergmann's rule posits that members of the same clade are larger at colder temperatures. Whether temperature drives this relationship is debated because several other potential drivers covary with temperature. We conducted a near‐global comparative analysis on marine copepods (97 830 samples, 388 taxa) to test Bergmann's rule, considering other potential drivers. Supporting Bergmann's rule, we found temperature better predicted size than did latitude or oxygen, with body size decreasing by 43.9% across the temperature range (‐1.7 to 30ºC). Body size also decreased by 26.9% across the range in food availability. Our results provide strong support for Bergman's rule in copepods, but emphasises the importance of other drivers in modifying this pattern. As the world warms, smaller copepod species are likely to emerge as ‘winners', potentially reducing rates of fisheries production and carbon sequestration.

AB - Macroecological relationships provide insights into rules that govern ecological systems. Bergmann's rule posits that members of the same clade are larger at colder temperatures. Whether temperature drives this relationship is debated because several other potential drivers covary with temperature. We conducted a near‐global comparative analysis on marine copepods (97 830 samples, 388 taxa) to test Bergmann's rule, considering other potential drivers. Supporting Bergmann's rule, we found temperature better predicted size than did latitude or oxygen, with body size decreasing by 43.9% across the temperature range (‐1.7 to 30ºC). Body size also decreased by 26.9% across the range in food availability. Our results provide strong support for Bergman's rule in copepods, but emphasises the importance of other drivers in modifying this pattern. As the world warms, smaller copepod species are likely to emerge as ‘winners', potentially reducing rates of fisheries production and carbon sequestration.

U2 - 10.1111/ecog.05545

DO - 10.1111/ecog.05545

M3 - Article

SN - 0906-7590

VL - 44

SP - 1283

EP - 1295

JO - Ecography

JF - Ecography

IS - 9

ER -

Testing Bergmann's rule in marine copepods

Abstract

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Testing Bergmann's Rule in marine copepods

Cite this