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Volumn 68, Issue 7, 2014, Pages 2026-2037

Reconstructing the evolution of sexual dichromatism: Current color diversity does not reflect past rates of male and female change

Author keywords

Icterid; Phylogeny; Plumage evolution; Sexual dimorphism; Sexual selection; Vision

Indexed keywords

COLOR MORPH; EVOLUTIONARY BIOLOGY; PHYLOGENETICS; PHYLOGENY; PLUMAGE; RECONSTRUCTION; SEXUAL DIMORPHISM; SEXUAL SELECTION; SONGBIRD; VISION;

EID: 84903531077     PISSN: 00143820     EISSN: 15585646     Source Type: Journal    
DOI: 10.1111/evo.12417     Document Type: Article
Times cited : (50)

References (65)
  • 2
    • 0034177699 scopus 로고    scopus 로고
    • Why are female birds ornamented?
    • Amundsen, T. 2000. Why are female birds ornamented? Trends Ecol. Evol. 15:149-155.
    • (2000) Trends Ecol. Evol. , vol.15 , pp. 149-155
    • Amundsen, T.1
  • 3
    • 33745834997 scopus 로고    scopus 로고
    • Female coloration: review of functional and nonfunctional hypotheses
    • G. E. Hill and K. J. McGraw, eds. Harvard Univ. Press, Cambridge, MA.
    • Amundsen, T., and H. Pärn. 2006. Female coloration: review of functional and nonfunctional hypotheses. Pp. 280-348 in G. E. Hill and K. J. McGraw, eds. Bird coloration. Vol. 2. Harvard Univ. Press, Cambridge, MA.
    • (2006) Bird coloration , vol.2 , pp. 280-348
    • Amundsen, T.1    Pärn, H.2
  • 4
    • 0004134698 scopus 로고
    • Princeton Univ. Press, Princeton, NJ.
    • Andersson, M. 1994. Sexual selection. Princeton Univ. Press, Princeton, NJ.
    • (1994) Sexual selection
    • Andersson, M.1
  • 5
    • 50649100898 scopus 로고    scopus 로고
    • Quantifying avian sexual dichromatism: a comparison of methods
    • Armenta, J. K., P. O. Dunn, and L. A. Whittingham. 2008. Quantifying avian sexual dichromatism: a comparison of methods. J. Exp. Biol. 211:2423-2430.
    • (2008) J. Exp. Biol. , vol.211 , pp. 2423-2430
    • Armenta, J.K.1    Dunn, P.O.2    Whittingham, L.A.3
  • 6
    • 0842301567 scopus 로고    scopus 로고
    • Avian sexual dichromatism in relation to phylogeny and ecology
    • Badyaev, A. V., and G. E. Hill. 2003. Avian sexual dichromatism in relation to phylogeny and ecology. Annu. Rev. Ecol. Evol. Syst. 34:27-49.
    • (2003) Annu. Rev. Ecol. Evol. Syst. , vol.34 , pp. 27-49
    • Badyaev, A.V.1    Hill, G.E.2
  • 8
    • 0031696862 scopus 로고    scopus 로고
    • A phylogenetic perspective on the evolution of sexual dichromatism in tanagers (Thraupidae): the role of female versus male plumage
    • Burns, K. J. 1998. A phylogenetic perspective on the evolution of sexual dichromatism in tanagers (Thraupidae): the role of female versus male plumage. Evolution 52:1219-1224.
    • (1998) Evolution , vol.52 , pp. 1219-1224
    • Burns, K.J.1
  • 9
    • 84861365296 scopus 로고    scopus 로고
    • Widespread dichromatism and ultraviolet reflectance in the largest radiation of Neotropical songbirds: implications of accounting for avian vision in the study of plumage evolution
    • Burns, K. J., and A. J. Shultz. 2012. Widespread dichromatism and ultraviolet reflectance in the largest radiation of Neotropical songbirds: implications of accounting for avian vision in the study of plumage evolution. Auk 129:211-221.
    • (2012) Auk , vol.129 , pp. 211-221
    • Burns, K.J.1    Shultz, A.J.2
  • 10
    • 11944264347 scopus 로고    scopus 로고
    • Phylogenetic comparative analysis: a modeling approach for adaptive evolution
    • Butler, M. A., and A. A. King. 2004. Phylogenetic comparative analysis: a modeling approach for adaptive evolution. Am. Nat. 164:683-695.
    • (2004) Am. Nat. , vol.164 , pp. 683-695
    • Butler, M.A.1    King, A.A.2
  • 11
    • 0026021588 scopus 로고
    • Evolution, phylogeny, sexual dimorphism and mating systems in the grackles (Quiscalus spp.: Icterinae)
    • Björklund, M. 1991. Evolution, phylogeny, sexual dimorphism and mating systems in the grackles (Quiscalus spp.: Icterinae). Evolution 45:608-621.
    • (1991) Evolution , vol.45 , pp. 608-621
    • Björklund, M.1
  • 13
    • 84903519922 scopus 로고    scopus 로고
    • The eBird/Clements checklist of birds of the world. Version 6.8. Available at
    • Clements, J. F., T. S. Schulenberg, M. J. Iliff, B.L. Sullivan, C. L. Wood, and D. Roberson. 2013. The eBird/Clements checklist of birds of the world. Version 6.8. Available at http://www.birds.cornell.edu/clementschecklist/download/.
    • (2013)
    • Clements, J.F.1    Schulenberg, T.S.2    Iliff, M.J.3    Sullivan, B.L.4    Wood, C.L.5    Roberson, D.6
  • 14
    • 0004236481 scopus 로고
    • Cambridge Univ. Press, Cambridge, U.K.
    • Cronin, H. 1991. The ant and the peacock. Cambridge Univ. Press, Cambridge, U.K.
    • (1991) The ant and the peacock
    • Cronin, H.1
  • 17
    • 0035118198 scopus 로고    scopus 로고
    • Mating systems, sperm competition, and the evolution of sexual dimorphism in birds
    • Dunn, P. O., L. A. Whittingham, and T. E. Pitcher. 2001. Mating systems, sperm competition, and the evolution of sexual dimorphism in birds. Evolution 55:161-175.
    • (2001) Evolution , vol.55 , pp. 161-175
    • Dunn, P.O.1    Whittingham, L.A.2    Pitcher, T.E.3
  • 18
    • 23344452042 scopus 로고    scopus 로고
    • Human vision fails to distinguish widespread sexual dichromatism among sexually "monochromatic" birds
    • Eaton, M. D. 2005. Human vision fails to distinguish widespread sexual dichromatism among sexually "monochromatic" birds. Proc. Nat. Acad. Sci. USA 102:10942-10946.
    • (2005) Proc. Nat. Acad. Sci. USA , vol.102 , pp. 10942-10946
    • Eaton, M.D.1
  • 19
    • 32344437756 scopus 로고    scopus 로고
    • A phylogenetic perspective on the evolution of chromatic ultraviolet plumage coloration in the grackles and allies (Family: Icteridae)
    • Eaton, M. D. 2006. A phylogenetic perspective on the evolution of chromatic ultraviolet plumage coloration in the grackles and allies (Family: Icteridae). Auk 123:211-234.
    • (2006) Auk , vol.123 , pp. 211-234
    • Eaton, M.D.1
  • 20
    • 33846817354 scopus 로고    scopus 로고
    • Avian visual perspective on plumage coloration confirms rarity of sexually monochromatic passerines
    • Eaton, M. D. 2007. Avian visual perspective on plumage coloration confirms rarity of sexually monochromatic passerines. Auk 124:155-161.
    • (2007) Auk , vol.124 , pp. 155-161
    • Eaton, M.D.1
  • 21
    • 0041376429 scopus 로고    scopus 로고
    • The ubiquity of avian ultraviolet plumage reflectance
    • Eaton, M. D., and S. M. Lanyon. 2003. The ubiquity of avian ultraviolet plumage reflectance. Proc. R. Soc. Lond. B 270:1721-1726.
    • (2003) Proc. R. Soc. Lond. B , vol.270 , pp. 1721-1726
    • Eaton, M.D.1    Lanyon, S.M.2
  • 22
    • 0024181337 scopus 로고
    • Phylogenies and quantitative characters
    • Felsenstein, J. 1988. Phylogenies and quantitative characters. Ann. Rev. Ecol. Syst. 19:445-471.
    • (1988) Ann. Rev. Ecol. Syst. , vol.19 , pp. 445-471
    • Felsenstein, J.1
  • 23
    • 70450203586 scopus 로고    scopus 로고
    • Correlated evolution of migration and sexual dichromatism in the New World orioles (Icterus)
    • Friedman, N. R., C. M. Hofmann, B. Kondo, and K. E. Omland. 2009. Correlated evolution of migration and sexual dichromatism in the New World orioles (Icterus). Evolution 63:3269-3274.
    • (2009) Evolution , vol.63 , pp. 3269-3274
    • Friedman, N.R.1    Hofmann, C.M.2    Kondo, B.3    Omland, K.E.4
  • 24
    • 0842315842 scopus 로고
    • On the functions and causes of sexual dimorphism in breeding plumage characters of North American species of warblers and orioles
    • Hamilton, T. H. 1961. On the functions and causes of sexual dimorphism in breeding plumage characters of North American species of warblers and orioles. Am. Nat. 95:121-123.
    • (1961) Am. Nat. , vol.95 , pp. 121-123
    • Hamilton, T.H.1
  • 25
    • 0034065597 scopus 로고    scopus 로고
    • Visual pigments, oil droplets, ocular media and cone photoreceptor distribution in two species of passerine bird: the blue tit (Parus caeruleus) and the blackbird (Turdus merula)
    • Hart, N. S., I. C. Partridge, I. C. Cuthill, and A. D. T. Bennett. 2000. Visual pigments, oil droplets, ocular media and cone photoreceptor distribution in two species of passerine bird: the blue tit (Parus caeruleus) and the blackbird (Turdus merula). J. Comp. Physiology A 186:375-387.
    • (2000) J. Comp. Physiology A , vol.186 , pp. 375-387
    • Hart, N.S.1    Partridge, I.C.2    Cuthill, I.C.3    Bennett, A.D.T.4
  • 26
    • 34548428431 scopus 로고    scopus 로고
    • Function and evolution. Harvard Univ. Press, Cambridge, MA.
    • Hill, G. E., and K. J. McGraw. 2006. Bird coloration. Vol. 2. Function and evolution. Harvard Univ. Press, Cambridge, MA.
    • (2006) Bird coloration , vol.2
    • Hill, G.E.1    McGraw, K.J.2
  • 27
    • 66149188601 scopus 로고    scopus 로고
    • Evolution of sexual dichromatism. 1. Convergent losses of elaborate female coloration in New World orioles (Icterus spp.)
    • Hofmann, C. M., T. W. Cronin, and K. E. Omland. 2008. Evolution of sexual dichromatism. 1. Convergent losses of elaborate female coloration in New World orioles (Icterus spp.). Auk 125:778-789.
    • (2008) Auk , vol.125 , pp. 778-789
    • Hofmann, C.M.1    Cronin, T.W.2    Omland, K.E.3
  • 28
    • 0028165283 scopus 로고
    • The evolution of plumage dichromatism in the New World blackbirds: social selection on female brightness
    • Irwin, R. E. 1994. The evolution of plumage dichromatism in the New World blackbirds: social selection on female brightness. Am. Nat. 144:890-907.
    • (1994) Am. Nat. , vol.144 , pp. 890-907
    • Irwin, R.E.1
  • 30
    • 84887007748 scopus 로고    scopus 로고
    • Different modes of evolution in males and females generate dichromatism in fairy-wrens (Maluridae)
    • Johnson, A. E., J. J. Price, and S. Pruett-Jones. 2013. Different modes of evolution in males and females generate dichromatism in fairy-wrens (Maluridae). Ecol. Evol. 3:3030-3046.
    • (2013) Ecol. Evol. , vol.3 , pp. 3030-3046
    • Johnson, A.E.1    Price, J.J.2    Pruett-Jones, S.3
  • 31
    • 84882404778 scopus 로고    scopus 로고
    • Female ornamentation in Malurus fairy-wrens: a hidden evolutionary gem for understanding female perspectives on social and sexual selection
    • Karubian, J. 2013. Female ornamentation in Malurus fairy-wrens: a hidden evolutionary gem for understanding female perspectives on social and sexual selection. Emu 113:248-258.
    • (2013) Emu , vol.113 , pp. 248-258
    • Karubian, J.1
  • 32
    • 0032887916 scopus 로고    scopus 로고
    • Evolution of avian plumage dichromatism from a proximate perspective
    • Kimball, R. T., and J. D. Ligon. 1999. Evolution of avian plumage dichromatism from a proximate perspective. Am. Nat. 154:182-193.
    • (1999) Am. Nat. , vol.154 , pp. 182-193
    • Kimball, R.T.1    Ligon, J.D.2
  • 34
    • 0018954214 scopus 로고
    • Sexual dimorphism, sexual selection, and adaptation in polygenic characters
    • Lande, R. 1980. Sexual dimorphism, sexual selection, and adaptation in polygenic characters. Evolution 34:292-305.
    • (1980) Evolution , vol.34 , pp. 292-305
    • Lande, R.1
  • 35
    • 33645965878 scopus 로고    scopus 로고
    • Female finery is not for males
    • LeBas, N. R. 2006. Female finery is not for males. Trends Ecol. Evol. 21:170-173.
    • (2006) Trends Ecol. Evol. , vol.21 , pp. 170-173
    • LeBas, N.R.1
  • 36
    • 0030301380 scopus 로고    scopus 로고
    • Sexual dichromatism in birds: importance of nest predation and nest location for females versus males
    • Martin, T. E., and A. V. Badyaev. 1996. Sexual dichromatism in birds: importance of nest predation and nest location for females versus males. Evolution 50:2454-2460.
    • (1996) Evolution , vol.50 , pp. 2454-2460
    • Martin, T.E.1    Badyaev, A.V.2
  • 37
    • 80054821339 scopus 로고    scopus 로고
    • Evolution of ultraviolet vision in the largest avian radiation-the passerines
    • Ödeen, A., O. Håstad, and P. Alström. 2011. Evolution of ultraviolet vision in the largest avian radiation-the passerines. BMC Evol. Biol. 11:313.
    • (2011) BMC Evol. Biol. , vol.11 , pp. 313
    • Ödeen, A.1    Håstad, O.2    Alström, P.3
  • 38
    • 0030727017 scopus 로고    scopus 로고
    • Examining two standard assumptions of ancestral reconstructions: repeated loss of dichromatism in dabbling ducks (Anatini)
    • Omland, K. E. 1997. Examining two standard assumptions of ancestral reconstructions: repeated loss of dichromatism in dabbling ducks (Anatini). Evolution 51:1636-1646.
    • (1997) Evolution , vol.51 , pp. 1636-1646
    • Omland, K.E.1
  • 39
    • 33751434014 scopus 로고    scopus 로고
    • Adding color to the past: ancestral-state reconstruction of coloration
    • G. E. Hill and K. J. McGraw, eds. Harvard Univ. Press, Cambridge, MA.
    • Omland, K. E., and C. M. Hofmann. 2006. Adding color to the past: ancestral-state reconstruction of coloration. Pp. 417-454 in G. E. Hill and K. J. McGraw, eds. Bird coloration. Vol. 2. Function and evolution. Harvard Univ. Press, Cambridge, MA.
    • (2006) Bird coloration. Vol. 2. Function and evolution , pp. 417-454
    • Omland, K.E.1    Hofmann, C.M.2
  • 40
    • 0032492474 scopus 로고    scopus 로고
    • Sexual dimorphism in birds: why are there so many different forms of dimorphism?
    • Owens, P. F., and I. R. Hartley. 1998. Sexual dimorphism in birds: why are there so many different forms of dimorphism? Proc. R. Soc. Lond. B 265:397-407.
    • (1998) Proc. R. Soc. Lond. B , vol.265 , pp. 397-407
    • Owens, P.F.1    Hartley, I.R.2
  • 41
    • 1042304216 scopus 로고    scopus 로고
    • APE: analyses of phylogenetics and evolution in R language
    • Paradis, E., J. Claude, and K. Strimmer. 2004. APE: analyses of phylogenetics and evolution in R language. Bioinformatics 20:289-290.
    • (2004) Bioinformatics , vol.20 , pp. 289-290
    • Paradis, E.1    Claude, J.2    Strimmer, K.3
  • 43
    • 70349466638 scopus 로고    scopus 로고
    • Evolution and life history correlates of female song in the New World blackbirds
    • Price, J. J. 2009. Evolution and life history correlates of female song in the New World blackbirds. Behav. Ecol. 20:967-977.
    • (2009) Behav. Ecol. , vol.20 , pp. 967-977
    • Price, J.J.1
  • 44
    • 0036344093 scopus 로고    scopus 로고
    • Reconstructing the evolution of complex bird song in the oropendolas
    • Price, J. J., and S. M. Lanyon. 2002. Reconstructing the evolution of complex bird song in the oropendolas. Evolution 56:1514-1529.
    • (2002) Evolution , vol.56 , pp. 1514-1529
    • Price, J.J.1    Lanyon, S.M.2
  • 45
    • 70350236881 scopus 로고    scopus 로고
    • Plumage evolution in the oropendolas and caciques: different divergence rates in polygynous and monogamous taxa
    • Price, J. J., and L. M. Whalen. 2009. Plumage evolution in the oropendolas and caciques: different divergence rates in polygynous and monogamous taxa. Evolution 63:2985-2998.
    • (2009) Evolution , vol.63 , pp. 2985-2998
    • Price, J.J.1    Whalen, L.M.2
  • 46
    • 66149191178 scopus 로고    scopus 로고
    • Losses of female song with changes from tropical to temperate breeding in the New World blackbirds
    • Price, J. J., S. M. Lanyon, and K. E. Omland. 2009. Losses of female song with changes from tropical to temperate breeding in the New World blackbirds. Proc. R. Soc. Lond. B 276:1971-1980.
    • (2009) Proc. R. Soc. Lond. B , vol.276 , pp. 1971-1980
    • Price, J.J.1    Lanyon, S.M.2    Omland, K.E.3
  • 47
    • 34047213895 scopus 로고    scopus 로고
    • Roberts and Company, Greenwood Village, CO.
    • Price, T. 2008. Speciation in birds. Roberts and Company, Greenwood Village, CO.
    • (2008) Speciation in birds
    • Price, T.1
  • 48
    • 0030474121 scopus 로고    scopus 로고
    • Evolution of sexual color dimorphism in passerine birds
    • Price, T., and G. L. Birch. 1996. Evolution of sexual color dimorphism in passerine birds. Auk 113:842-848.
    • (1996) Auk , vol.113 , pp. 842-848
    • Price, T.1    Birch, G.L.2
  • 49
    • 0030619994 scopus 로고    scopus 로고
    • Phylogenetic tests of alternative intersexual selection mechanisms: macroevolution of male traits in a polygynous clade (Aves: Pipridae)
    • Prum, R. O. 1997. Phylogenetic tests of alternative intersexual selection mechanisms: macroevolution of male traits in a polygynous clade (Aves: Pipridae). Am. Nat. 149:668-692.
    • (1997) Am. Nat. , vol.149 , pp. 668-692
    • Prum, R.O.1
  • 50
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team. R Foundation for Statistical Computing, Vienna, Austria.
    • R Development Core Team. 2013. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria.
    • (2013) R: a language and environment for statistical computing
  • 51
    • 0031417707 scopus 로고    scopus 로고
    • Likelihood of ancestor states in adaptive radiation
    • Schluter, D., T. Price, A. Ø. Mooers, and D. Ludwig. 1998. Likelihood of ancestor states in adaptive radiation. Evolution 51:1699-1711.
    • (1998) Evolution , vol.51 , pp. 1699-1711
    • Schluter, D.1    Price, T.2    Mooers, A.3    Ludwig, D.4
  • 52
    • 0025204984 scopus 로고
    • Mating systems, parasites and plumage dimorphism in waterfowl
    • Scott, D. K., and T. H. Clutton-Brock. 1989. Mating systems, parasites and plumage dimorphism in waterfowl. Behav. Ecol. Sociobiol. 26:261-273.
    • (1989) Behav. Ecol. Sociobiol. , vol.26 , pp. 261-273
    • Scott, D.K.1    Clutton-Brock, T.H.2
  • 53
    • 0032965584 scopus 로고    scopus 로고
    • Evolution of polygyny in the ancestors of red-winged blackbirds
    • Searcy, W. A., K. Yasukawa, and S. M. Lanyon. 1999. Evolution of polygyny in the ancestors of red-winged blackbirds. Auk 116:5-19.
    • (1999) Auk , vol.116 , pp. 5-19
    • Searcy, W.A.1    Yasukawa, K.2    Lanyon, S.M.3
  • 54
    • 77951923652 scopus 로고    scopus 로고
    • Human vision can provide a valid proxy for avian perception of sexual dichromatism
    • Seddon, N., J. A. Tobias, M. D. Eaton, and A. Ödeen. 2010. Human vision can provide a valid proxy for avian perception of sexual dichromatism. Auk 127:283-292.
    • (2010) Auk , vol.127 , pp. 283-292
    • Seddon, N.1    Tobias, J.A.2    Eaton, M.D.3    Ödeen, A.4
  • 57
    • 3543024547 scopus 로고    scopus 로고
    • Interspecific and intraspecific views of color signals in the strawberry poison frog Dendrobates pumillo
    • Siddiqi, A. T., T. W. Cronin, E. R. Loew, M. Vorobyev, and K. Summers. 2004. Interspecific and intraspecific views of color signals in the strawberry poison frog Dendrobates pumillo. J. Exp. Biol. 207:2471-2485.
    • (2004) J. Exp. Biol. , vol.207 , pp. 2471-2485
    • Siddiqi, A.T.1    Cronin, T.W.2    Loew, E.R.3    Vorobyev, M.4    Summers, K.5
  • 58
    • 84864023006 scopus 로고    scopus 로고
    • Evolution of sexual dichromatism in relation to nesting habits in European passerines: a test of Wallace's hypothesis
    • Soler, J. J., and J. Moreno. 2012. Evolution of sexual dichromatism in relation to nesting habits in European passerines: a test of Wallace's hypothesis. J. Evol. Biol. 25:1614-1622.
    • (2012) J. Evol. Biol. , vol.25 , pp. 1614-1622
    • Soler, J.J.1    Moreno, J.2
  • 59
    • 43949090490 scopus 로고    scopus 로고
    • Evolution of avian plumage color in a tetrahedral color space: a phylogenetic analysis of New World buntings
    • Stoddard, M. C., and R. O. Prum. 2008. Evolution of avian plumage color in a tetrahedral color space: a phylogenetic analysis of New World buntings. Am. Nat. 171:755-776.
    • (2008) Am. Nat. , vol.171 , pp. 755-776
    • Stoddard, M.C.1    Prum, R.O.2
  • 60
    • 84863813756 scopus 로고    scopus 로고
    • The evolution of female ornaments and weaponry: social selection, sexual selection and ecological competition
    • Tobias, J. A., R. Montgomerie, and B. E. Lyon. 2012. The evolution of female ornaments and weaponry: social selection, sexual selection and ecological competition. Philos. Trans. R. Soc. B 367:2274-2293.
    • (2012) Philos. Trans. R. Soc. B , vol.367 , pp. 2274-2293
    • Tobias, J.A.1    Montgomerie, R.2    Lyon, B.E.3
  • 61
    • 0032492426 scopus 로고    scopus 로고
    • Receptor noise as a determinant of color thresholds
    • Vorobyev, M., and D. Osorio. 1998. Receptor noise as a determinant of color thresholds. Proc. R. Soc. Lond. B 265:351-358.
    • (1998) Proc. R. Soc. Lond. B , vol.265 , pp. 351-358
    • Vorobyev, M.1    Osorio, D.2
  • 63
    • 0004216678 scopus 로고
    • Macmillan and Co., New York, NY.
    • Wallace, A. R. 1889. Darwinism. Macmillan and Co., New York, NY.
    • (1889) Darwinism
    • Wallace, A.R.1
  • 64
    • 0027041760 scopus 로고
    • Sexual dimorphism, mating system and body size in New World blackbirds (Icterinae)
    • Webster, M. S. 1992. Sexual dimorphism, mating system and body size in New World blackbirds (Icterinae). Evolution 46:1621-1641.
    • (1992) Evolution , vol.46 , pp. 1621-1641
    • Webster, M.S.1
  • 65
    • 0035452131 scopus 로고    scopus 로고
    • Widespread loss of sexually selected traits: how the peacock lost its spots
    • Wiens, J. J. 2001. Widespread loss of sexually selected traits: how the peacock lost its spots. Trends Ecol. Evol. 16:517-523.
    • (2001) Trends Ecol. Evol. , vol.16 , pp. 517-523
    • Wiens, J.J.1


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