Macroevolutionary dynamics in environmental space and the latitudinal diversity gradient in New World birds
Abstract
Correlations between species richness and climate suggest non-random occupation of environmental space and niche evolution through time. However, the evolutionary mechanisms involved remain unresolved. Here, we partition the occupation of environmental space into intra- and inter-clade components to differentiate a model based on pure conservation of ancestral niches with higher diversification rates in the tropics, and an adaptive radiation model based on shifts in adaptive peaks at the family level allowing occupation of temperate regions. We examined these mechanisms using within- and among-family skewness components based on centroids of 3560 New World bird species across four environmental variables. We found that the accumulation of species in the tropics is a result of both processes. The components of adaptive radiation have family level skewness of species' distributions strongly structured in space, but not phylogenetically, according to the integrated analyses of spatial filters and phylogenetic eigenvectors. Moreover, stronger radiation components were found for energy variables, which are often used to argue for direct climatic effects on diversity. Thus, the correspondence between diversity and climate may be due to the conservation of ancestral tropical niches coupled with repeated broad shifts in adaptive peaks during birds' evolutionary history more than by higher diversification rates driven by more energy in the tropics.
References
Barker F.K, Cibois A, Schilker P, Feinstein J& Cracraft J . 2004Phylogeny and diversification of the largest avian radiation. Proc. Natl Acad. Sci. USA. 101, 11 040–11 045.doi:10.1073/pnas.0401892101. . Crossref, ISI, Google ScholarBennett P.M& Owens P.F Evolutionary ecology of birds. 2002Oxford, UK:Oxford University Press. Google ScholarBorcard D& Legendre P . 2002All-scale spatial analysis of ecological data by means of principal coordinates of neighbour matrices. Ecol. Model. 153, 51–68.doi:10.1016/S0304-3800(01)00501-4. . Crossref, ISI, Google ScholarBorcard D, Legendre P, Avois-Jacquet C& Tuomisto H . 2004Dissecting the spatial structure of ecological data at multiple scales. Ecology. 85, 1826–1832. Crossref, ISI, Google ScholarBromham L& Cardillo M . 2003Testing the link between the latitudinal gradient in species richness and rates of molecular evolution. J. Evol. Biol. 16, 200–207.doi:10.1046/j.1420-9101.2003.00526.x. . Crossref, PubMed, ISI, Google ScholarCardillo M, Orme C.D.L& Owens I.P.F . 2005Testing for latitudinal bias in diversification rates: an example using New World birds. Ecology. 86, 2278–2287. Crossref, ISI, Google ScholarCurrie D.J, 2004Predictions and tests of climate-based hypotheses of broad-scale variation in taxonomic richness. Ecol. Lett. 7, 1121–1134.doi:10.1111/j.1461-0248.2004.00671.x. . Crossref, ISI, Google ScholarDavies T.J, Grenyer R& Gittleman J.L . 2005Phylogeny can make the mid-domain effect an inappropriate null model. Biol. Lett. 1, 143–146.doi:10.1098/rsbl.2005.0297. . Link, ISI, Google ScholarDesdevises Y, Legendre P, Azouzi L& Morand S . 2003Quantifying phylogenetically-structured environmental variation. Evolution. 57, 2647–2652.doi:10.1554/02-695. . Crossref, PubMed, ISI, Google ScholarDiniz-Filho J.A.F . 2004Macroecology and the hierarchical expansion of evolutionary theory. Global Ecol. Biogeogr. 13, 1–5.doi:10.1111/j.1466-882X.2004.00066.x. . Crossref, Google ScholarDiniz-Filho J.A.F& Bini L.M . 2005Modelling geographical patterns in species richness using eigenvector-based spatial filters. Global Ecol. Biogeogr. 14, 177–185.doi:10.1111/j.1466-822X.2005.00147.x. . Crossref, Google ScholarDiniz-Filho J.A.F& Tôrres N.M . 2002Phylogenetic comparative methods and the geographic range size–body size relationship in new world terrestrial carnivora. Evol. Ecol. 16, 351–367.doi:10.1023/A:1020210321776. . Crossref, ISI, Google ScholarDiniz-Filho J.A.F, Sant'Ana C.E.R& Bini L.M . 1998An eigenvector method for estimating phylogenetic inertia. Evolution. 52, 1247–1262.doi:10.2307/2411294. . Crossref, PubMed, ISI, Google ScholarDray S, Legendre P& Peres-Neto P.R . 2006Spatial modeling: a comprehensive framework for principal coordinate analysis of neighbor matrices (PCNM). Ecol. Model. 196, 483–493.doi:10.1016/j.ecolmodel.2006.02.015. . Crossref, ISI, Google ScholarGaston K.J The structure and dynamics of geographic ranges. 2003Oxford, UK:Oxford University Press. Google ScholarGaston K.J& Blackburn T.M . 1996The tropics as a museum of biological diversity: an analysis of the New World avifauna. Proc. R. Soc. B. 263, 63–68. Link, ISI, Google ScholarGould S.J The structure of evolutionary theory. 2002Cambridge, MA:Harvard University Press. Google ScholarGrimm V, 2005Pattern-oriented modeling of agent-based complex systems: lessons from ecology. Science. 310, 987–991.doi:10.1126/science.1116681. . Crossref, PubMed, ISI, Google ScholarHawkins B.A . 2001Ecology's oldest pattern?. Trends Ecol. Evol. 16, 470doi:10.1016/S0169-5347(01)02197-8. . Crossref, ISI, Google ScholarHawkins B.A, Energy, water, and broad-scale geographic patterns of species richness. Ecology. 84, 2003a3105–3117. Crossref, ISI, Google ScholarHawkins B.A, Porter E.E& Diniz-Filho J.A.F Productivity and history as predictors of the latitudinal diversity gradient of terrestrial birds. Ecology. 84, 2003b1608–1623. Crossref, ISI, Google ScholarHawkins B.A, Diniz-Filho J.A.F& Soeller S.A . 2005Water links the historical and contemporary components of the Australian bird diversity gradient. J. Biogeogr. 32, 1035–1042.doi:10.1111/j.1365-2699.2004.01238.x. . Crossref, ISI, Google ScholarHawkins B.A, Diniz-Filho J.A.F, Jaramillo C& Soeler S.A . 2006Post-Eocene climate change, niche conservatism, and the latitudinal diversity gradient of New World birds. J. Biogeogr. 33, 770–780.doi:10.1111/j.1365-2699.2006.01452.x. . Crossref, ISI, Google ScholarHawkins B.A& Diniz-Filho J.A.F . 2006Beyond Rapoport's rule: evaluating range size patterns of New World birds in a two-dimensional framework. Global Ecol. Biogeogr. 15, 461–469.doi:10.1111/j.1466-822x.2006.00243.x. . Crossref, Google ScholarHunt G, Roy K& Jablonski D . 2005Species-level heritability reaffirmed: a comment on “On the heritability of geographic range sizes”. Am. Nat. 166, 129–135.doi:10.1086/430722. . Crossref, PubMed, ISI, Google ScholarJablonski D . 1987Heritability at the species level—analysis of geographic ranges of cretaceous molluscs. Science. 238, 360–363. Crossref, PubMed, ISI, Google ScholarJablonski D . 1991The tropics as a source of evolutionary novelty through geological time. Nature. 364, 142–144.doi:10.1038/364142a0. . Crossref, ISI, Google ScholarJetz W& Rahbek C . 2002Geographic range size and determinants of avian species richness. Science. 297, 1548–1551.doi:10.1126/science.1072779. . Crossref, PubMed, ISI, Google ScholarLegendre P& Legendre L Numerical ecology. 2nd edn1998Amsterdam, The Netherlands:Elsevier. Google ScholarMcKenna D.D& Farrell B.D . 2006Tropical forests are both evolutionary cradles and museums of leaf beetle diversity. Proc. Natl Acad. Sci. USA. 103, 10 947–10 951.doi:10.1073/pnas.0602712103. . Crossref, ISI, Google ScholarMcShea D.W . 1994Mechanisms of large-scale evolutionary trends. Evolution. 48, 1747–1763.doi:10.2307/2410505. . Crossref, PubMed, ISI, Google ScholarMcShea D.W . 1996Metazoan complexity and evolution: is there a trend?. Evolution. 50, 477–492.doi:10.2307/2410824. . PubMed, ISI, Google ScholarMcShea D.W Dynamics of diversification in space state. Biodiversity dynamics, McKinney M.L& Drake J.A . 1998pp. 91–108. Eds. New York, NY:Columbia University press. Google ScholarMaurer B.A . 1998The evolution of body size in birds. I. Evidence of non-random diversification. Evol. Ecol. 12, 925–934.doi:10.1023/A:1006512121434. . Crossref, ISI, Google ScholarMaurer B.A, Brown J.H& Rusler R.D . 1992The micro and macro in body size evolution. Evolution. 48, 939–953.doi:10.2307/2409748. . Crossref, Google ScholarOrme C.D.L, 2005Global hotspots of species richness are not congruent with endemism or threat. Nature. 436, 1016–1019.doi:10.1038/nature03850. . Crossref, PubMed, ISI, Google ScholarRahbek C& Graves G.R . 2001Multiscale assessment of patterns of avian species richness. Proc. Natl Acad. Sci. USA. 98, 4534–4539.doi:10.1073/pnas.071034898. . Crossref, PubMed, ISI, Google ScholarRicklefs R.E . 2002Splendid isolation: historical ecology of the South American passerine fauna. J. Avian Biol. 33, 207–211.doi:10.1034/j.1600-048X.2002.330301.x. . Crossref, ISI, Google ScholarRicklefs R.E . 2004A comprehensive framework for global patterns in biodiversity. Ecol. Lett. 7, 1–15.doi:10.1046/j.1461-0248.2003.00554.x. . Crossref, ISI, Google ScholarRidgley R.S, Allnutt T.F, Brooks T, McNicol D.K, Mehlman D.W, Young B.E& Zook J.R Digital distribution maps of the birds of the Western Hemisphere, version 1.0. 2003Arlington, VA:NatureServe. Google ScholarSibley C.G& Ahlquist J.E Phylogeny and classification of birds. 1990New Haven, CT:Yale University Press. Google ScholarSibley C.G& Monroe B.L Distribution and taxonomy of birds of the world. 1990New Haven, CT:Yale University Press. Google ScholarWang S.C . 2001Quantifying passive and driven large-scale evolutionary trends. Evolution. 55, 849–858.doi:10.1554/0014-3820(2001)055[0849:QPADLS]2.0.CO;2. . Crossref, PubMed, ISI, Google ScholarWebb T.J& Gaston K.J . 2004Heritability of geographic range sizes revisited: a reply to Hunt et al. Am. Nat. 161, 553–558.doi:10.1086/368296. . Crossref, ISI, Google ScholarWhittaker R.J, Willis K.J& Field R . 2001Scale and species richness: towards a general, hierarchical theory of species diversity. J. Biogeogr. 28, 453–470.doi:10.1046/j.1365-2699.2001.00563.x. . Crossref, ISI, Google ScholarWiens J.J . 2004Speciation and ecology revisited: phylogenetic niche conservatism and the origin of species. Evolution. 58, 193–197.doi:10.1554/03-447. . Crossref, PubMed, ISI, Google ScholarWiens J.J& Donoghue M.J . 2004Historical biogeography, ecology and species richness. Trends Ecol. Evol. 19, 639–644.doi:10.1016/j.tree.2004.09.011. . Crossref, PubMed, ISI, Google ScholarWiens J.J& Graham C.H . 2005Niche conservatism: integrating evolution, ecology, and conservation biology. Annu. Rev. Ecol. Evol. Syst. 36, 519–539.doi:10.1146/annurev.ecolsys.36.102803.095431. . Crossref, ISI, Google ScholarWilf P, Cúneo N.R, Johnson K.R, Hicks J.F, Wing S.L& Obradovich J.D . 2003High plant diversity in Eocene South America: evidence from Patagonia. Science. 300, 122–125.doi:10.1126/science.1080475. . Crossref, PubMed, ISI, Google ScholarWillig M.R, Kaufman D.M& Stevens R.D . 2003Latitudinal gradients of biodiversity: pattern, process, scale and synthesis. Annu. Rev. Ecol. Syst. 34, 273–309.doi:10.1146/annurev.ecolsys.34.012103.144032. . Crossref, Google Scholar



