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Global Gradients in Vertebrate Diversity Predicted by Historical Area-Productivity Dynamics and Contemporary Environment
Open accessAbstract
Broad-scale geographic gradients in species richness have now been extensively documented, but their historical underpinning is still not well understood. While the importance of productivity, temperature, and a scale dependence of the determinants of diversity is broadly acknowledged, we argue here that limitation to a single analysis scale and data pseudo-replication have impeded an integrated evolutionary and ecological understanding of diversity gradients. We develop and apply a hierarchical analysis framework for global diversity gradients that incorporates an explicit accounting of past environmental variation and provides an appropriate measurement of richness. Due to environmental niche conservatism, organisms generally reside in climatically defined bioregions, or "evolutionary arenas," characterized by in situ speciation and extinction. These bioregions differ in age and their total productivity and have varied over time in area and energy available for diversification. We show that, consistently across the four major terrestrial vertebrate groups, current-day species richness of the world's main 32 bioregions is best explained by a model that integrates area and productivity over geological time together with temperature. Adding finer scale variation in energy availability as an ecological predictor of within-bioregional patterns of richness explains much of the remaining global variation in richness at the 110 km grain. These results highlight the separate evolutionary and ecological effects of energy availability and provide a first conceptual and empirical integration of the key drivers of broad-scale richness gradients. Avoiding the pseudo-replication that hampers the evolutionary interpretation of non-hierarchical macroecological analyses, our findings integrate evolutionary and ecological mechanisms at their most relevant scales and offer a new synthesis regarding global diversity gradients.
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Citations
Cites
Trends, Rhythms, and Aberrations in Global Climate 65 Ma to Present
Zachos, J., Pagani, M., Sloan, L., Thomas, E., & Billups, K. (2001) · Science · doi:10.1126/science.1059412 · Cited by 10,458
Terrestrial ecoregions of the world: a new map of life on Earth
Olson, D. M., Dinerstein, E., Wikramanayake, E. D., Burgess, N. D., Powell, G. V. N., Underwood, E. C., D'amico, J. A., Itoua, I., Strand, H. E., Morrison, J. C., et al. (2001) · BioScience · doi:10.1641/0006-3568(2001)051[0933:teotwa]2.0.co;2 · Cited by 8,488
Model Selection and Multimodel Inference
(2003) · Technometrics · doi:10.1198/tech.2003.s146 · Cited by 5,449
Species diversity in space and time
(1996) · Choice Reviews Online · doi:10.5860/choice.33-2720 · Cited by 4,573
Species Diversity in Space and Time
Rosenzweig, M. L. (1995) · doi:10.1017/cbo9780511623387 · Cited by 3,690
Community Diversity: Relative Roles of Local and Regional Processes
Ricklefs, R. E. (1987) · Science · doi:10.1126/science.235.4785.167 · Cited by 2,386
A high-resolution data set of surface climate over global land areas
New, M., Lister, D., Hulme, M., & Makin, I. (2002) · Climate Research · doi:10.3354/cr021001 · Cited by 2,246
Mechanistic niche modelling: combining physiological and spatial data to predict species’ ranges
Kearney, M., & Porter, W. (2009) · Ecology Letters · doi:10.1111/j.1461-0248.2008.01277.x · Cited by 2,220
Historical biogeography, ecology and species richness
Wiens, J. J., & Donoghue, M. J. (2004) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2004.09.011 · Cited by 1,962
Niche conservatism as an emerging principle in ecology and conservation biology
Wiens, J. J., Ackerly, D. D., Allen, A. P., Anacker, B. L., Buckley, L. B., Cornell, H. V., Damschen, E. I., Jonathan Davies, T., Grytnes, J., Harrison, S. P., et al. (2010) · Ecology Letters · doi:10.1111/j.1461-0248.2010.01515.x · Cited by 1,877
Climate and Plant Distribution
Eyre, S. R., & Woodward, F. I. (1988) · The Geographical Journal · doi:10.2307/633873 · Cited by 1,823
Energy and Large-Scale Patterns of Animal- and Plant-Species Richness
Currie, D. J. (1991) · The American Naturalist · doi:10.1086/285144 · Cited by 1,753
Evolution and the latitudinal diversity gradient: speciation, extinction and biogeography
Mittelbach, G. G., Schemske, D. W., Cornell, H. V., Allen, A. P., Brown, J. M., Bush, M. B., Harrison, S. P., Hurlbert, A. H., Knowlton, N., Lessios, H. A., et al. (2007) · Ecology Letters · doi:10.1111/j.1461-0248.2007.01020.x · Cited by 1,751
Species diversity in ecological communities
Wiens, J. A. (1994) · Trends in Ecology & Evolution · doi:10.1016/0169-5347(94)90163-5 · Cited by 1,720
Vertebrate Paleontology and Evolution
Ostrom, J. H., & Carroll, R. L. (1988) · PALAIOS · doi:10.2307/3514548 · Cited by 1,665
WHAT IS THE OBSERVED RELATIONSHIP BETWEEN SPECIES RICHNESS AND PRODUCTIVITY?
Mittelbach, G. G., Steiner, C. F., Scheiner, S. M., Gross, K. L., Reynolds, H. L., Waide, R. B., Willig, M. R., Dodson, S. I., & Gough, L. (2001) · Ecology · doi:10.1890/0012-9658(2001)082[2381:witorb]2.0.co;2 · Cited by 1,650
Latitudinal Gradients in Species Diversity: The Search for the Primary Cause
Rohde, K. (1992) · Oikos · doi:10.2307/3545569 · Cited by 1,623
The Status of the World's Land and Marine Mammals: Diversity, Threat, and Knowledge
Schipper, J., Chanson, J. S., Chiozza, F., Cox, N. A., Hoffmann, M., Katariya, V., Lamoreux, J., Rodrigues, A. S. L., Stuart, S. N., Temple, H. J., et al. (2008) · Science · doi:10.1126/science.1165115 · Cited by 1,534
Species-Energy Theory: An Extension of Species-Area Theory
Wright, D. H. (1983) · Oikos · doi:10.2307/3544109 · Cited by 1,480
The Relationship Between Productivity and Species Richness
Waide, R. B., Willig, M. R., Steiner, C. F., Mittelbach, G., Gough, L., Dodson, S. I., Juday, G. P., & Parmenter, R. (1999) · Annual Review of Ecology and Systematics · doi:10.1146/annurev.ecolsys.30.1.257 · Cited by 1,358
Tertiary oxygen isotope synthesis, sea level history, and continental margin erosion
Miller, K. G., Fairbanks, R. G., & Mountain, G. S. (1987) · Paleoceanography · doi:10.1029/pa002i001p00001 · Cited by 1,138
Hughes, C., & Eastwood, R. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601928103 · Cited by 1,086
Projected Impacts of Climate and Land-Use Change on the Global Diversity of Birds
Jetz, W., Wilcove, D. S., & Dobson, A. P. (2007) · PLoS Biology · doi:10.1371/journal.pbio.0050157 · Cited by 1,077
Self-citationClimate Modes of the Phanerozoic
Frakes, L. A., Francis, J. E., & Syktus, J. I. (1992) · Cambridge University Press eBooks · doi:10.1017/cbo9780511628948 · Cited by 1,074
Comparing global models of terrestrial net primary productivity (NPP): overview and key results
Cramer, W., Kicklighter, D. W., Bondeau, A., Iii, B. M., Churkina, G., Nemry, B., Ruimy, A., Schloss, A. L., & Intercomparison, T. P. O. T. P. N. M. (1999) · Global Change Biology · doi:10.1046/j.1365-2486.1999.00009.x · Cited by 1,048
Origin and Evolution of Tropical Rain Forests
Burnham, R. J., & Morley, R. J. (2000) · PALAIOS · doi:10.2307/3515620 · Cited by 980
Species–energy relationships at the macroecological scale: a review of the mechanisms
Evans, K. L., Warren, P. H., & Gaston, K. J. (2005) · Biological Reviews · doi:10.1017/s1464793104006517 · Cited by 750
Huston, M. A. (1999) · Oikos · doi:10.2307/3546645 · Cited by 747
Phylogenetic biome conservatism on a global scale
Crisp, M. D., Arroyo, M. T. K., Cook, L. G., Gandolfo, M. A., Jordan, G. J., McGlone, M. S., Weston, P. H., Westoby, M., Wilf, P., & Linder, H. P. (2009) · Nature · doi:10.1038/nature07764 · Cited by 734
Species richness, hotspots, and the scale dependence of range maps in ecology and conservation
Hurlbert, A. H., & Jetz, W. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0704469104 · Cited by 710
Self-citationGeographic Range Size and Determinants of Avian Species Richness
Jetz, W., & Rahbek, C. (2002) · Science · doi:10.1126/science.1072779 · Cited by 678
Self-citationDobzhansky, T. (1950) · Cold Spring Harbor Laboratory Institutional Repository (Cold Spring Harbor Laboratory) · doi:10.5281/zenodo.10742745 · Cited by 662
The Latitudinal Gradient in Recent Speciation and Extinction Rates of Birds and Mammals
Weir, J. T., & Schluter, D. (2007) · Science · doi:10.1126/science.1135590 · Cited by 632
Species Diversity--Scale Matters
Willis, K. J., & Whittaker, R. J. (2002) · Science · doi:10.1126/science.1067335 · Cited by 601
Rabosky, D. L. (2010) · Evolution · doi:10.1111/j.1558-5646.2009.00926.x · Cited by 589
Red-shifts and red herrings in geographical ecology
Lennon, J. J. (2000) · Ecography · doi:10.1034/j.1600-0587.2000.230111.x · Cited by 517
Speciation has a spatial scale that depends on levels of gene flow
Kisel, Y., & Barraclough, T. G. (2010) · The American Naturalist · doi:10.1086/650369 · Cited by 496
PRODUCTIVITY AND HISTORY AS PREDICTORS OF THE LATITUDINAL DIVERSITY GRADIENT OF TERRESTRIAL BIRDS
Hawkins, B. A., Porter, E. E., & Felizola Diniz-Filho, J. A. (2003) · Ecology · doi:10.1890/0012-9658(2003)084[1608:pahapo]2.0.co;2 · Cited by 487
Willis, K. J., & McElwain, J. C. (2013) · Oxford University Press eBooks · doi:10.1093/hesc/9780199292233.001.0001 · Cited by 478
THE RELATIONSHIP BETWEEN LOCAL AND REGIONAL DIVERSITY
Caley, M. J., & Schluter, D. (1997) · Ecology · doi:10.1890/0012-9658(1997)078[0070:trblar]2.0.co;2 · Cited by 475
Clarke, A., & Gaston, K. J. (2006) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2006.3545 · Cited by 467
Tropical nature, and other essays
Wallace, A. R. (1878) · Macmillan eBooks · doi:10.5962/bhl.title.69700 · Cited by 460
How are diversity and productivity related
Rosenzweig, M. L., & Abramsky, Z. (1993) · Cited by 432
Quaternary climate changes explain diversity among reptiles and amphibians
Araújo, M. B., Nogués‐Bravo, D., Diniz‐Filho, J. A. F., Haywood, A. M., Valdes, P. J., & Rahbek, C. (2008) · Ecography · doi:10.1111/j.2007.0906-7590.05318.x · Cited by 422
Environmental and historical constraints on global patterns of amphibian richness
Buckley, L. B., & Jetz, W. (2007) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2006.0436 · Cited by 402
Self-citationIce sheets promote speciation in boreal birds
Weir, J. T., & Schluter, D. (2004) · Proceedings of the Royal Society of London. Series B: Biological Sciences · doi:10.1098/rspb.2004.2803 · Cited by 401
McGill, B. J. (2010) · Science · doi:10.1126/science.1188528 · Cited by 382
Amazonia: Landscape and Species Evolution: A look into the past
(2009) · Wiley eBooks · doi:10.1002/9781444306408 · Cited by 380
Global patterns in endemism explained by past climatic change
Jansson, R. (2003) · Proceedings of the Royal Society of London. Series B: Biological Sciences · doi:10.1098/rspb.2002.2283 · Cited by 374
The Fate of Clades in a World of Recurrent Climatic Change: Milankovitch Oscillations and Evolution
Jansson, R., & Dynesius, M. (2002) · Annual Review of Ecology and Systematics · doi:10.1146/annurev.ecolsys.33.010802.150520 · Cited by 374
Patterns and causes of species richness: a general simulation model for macroecology
Gotelli, N. J., Anderson, M. J., Arita, H. T., Chao, A., Colwell, R. K., Connolly, S. R., Currie, D. J., Dunn, R. R., Graves, G. R., Green, J. L., et al. (2009) · Ecology Letters · doi:10.1111/j.1461-0248.2009.01353.x · Cited by 362
Self-citationThe coincidence of rarity and richness and the potential signature of history in centres of endemism
Jetz, W., Rahbek, C., & Colwell, R. K. (2004) · Ecology Letters · doi:10.1111/j.1461-0248.2004.00678.x · Cited by 353
Self-citationStephens, P. R., & Wiens, J. J. (2003) · The American Naturalist · doi:10.1086/345091 · Cited by 348
Contribution of rarity and commonness to patterns of species richness
Lennon, J. J., Koleff, P., Greenwood, J. J. D., & Gaston, K. J. (2004) · Ecology Letters · doi:10.1046/j.1461-0248.2004.00548.x · Cited by 302
Evidence for a Time‐Integrated Species‐Area Effect on the Latitudinal Gradient in Tree Diversity
Fine, P. V. A., & Ree, R. H. (2006) · The American Naturalist · doi:10.1086/508635 · Cited by 301
Self-citationLinking global turnover of species and environments
Buckley, L. B., & Jetz, W. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0803524105 · Cited by 299
Self-citationGeographical Trends in Numbers of Species
Schall, J. J., & Pianka, E. R. (1978) · Science · doi:10.1126/science.201.4357.679 · Cited by 295
Phylogeny, niche conservatism and the latitudinal diversity gradient in mammals
Buckley, L. B., Davies, T. J., Ackerly, D. D., Kraft, N. J. B., Harrison, S. P., Anacker, B. L., Cornell, H. V., Damschen, E. I., Grytnes, J.-A., Hawkins, B. A., et al. (2010) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2010.0179 · Cited by 270
Tracing the tropics across land and sea: Permian to present
Ziegler, A. M., Eshel, G., Rees, P. M., Rothfus, T. A., Rowley, D. B., & Sunderlin, D. (2003) · Lethaia · doi:10.1080/00241160310004657 · Cited by 264
Global Patterns of Diversification and Species Richness in Amphibians
Wiens, J. J. (2007) · The American Naturalist · doi:10.1086/519396 · Cited by 251
The road from Santa Rosalia: A faster tempo of evolution in tropical climates
Wright, S., Keeling, J., & Gillman, L. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0510383103 · Cited by 245
Latitude, elevational climatic zonation and speciation in New World vertebrates
Cadena, C. D., Kozak, K. H., Gómez, J. P., Parra, J. L., McCain, C. M., Bowie, R. C. K., Carnaval, A. C., Moritz, C., Rahbek, C., Roberts, T. E., et al. (2012) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2011.0720 · Cited by 241
Age and area; a study in geographical distribution and origin of species,
Willis, J. C. (1922) · doi:10.5962/bhl.title.70451 · Cited by 233
The broad‐scale ecology of energy expenditure of endotherms
Anderson, K. J., & Jetz, W. (2005) · Ecology Letters · doi:10.1111/j.1461-0248.2005.00723.x · Cited by 231
Self-citationRed herrings revisited: spatial autocorrelation and parameter estimation in geographical ecology
Hawkins, B. A., Diniz‐Filho, J. A. F., Mauricio Bini, L., De Marco, P., & Blackburn, T. M. (2007) · Ecography · doi:10.1111/j.0906-7590.2007.05117.x · Cited by 222
Davies, T. J., & Buckley, L. B. (2011) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2011.0058 · Cited by 212
History and Diversity: Explorations at the Intersection of Ecology and Evolution
Ricklefs, R. E. (2007) · The American Naturalist · doi:10.1086/519402 · Cited by 203
TESTING FOR LATITUDINAL BIAS IN DIVERSIFICATION RATES: AN EXAMPLE USING NEW WORLD BIRDS
Cardillo, M., Orme, C. D. L., & Owens, I. P. F. (2005) · Ecology · doi:10.1890/05-0112 · Cited by 176
Vegetation and the terrestrial carbon cycle:Modelling the first 400 million years
Beerling, D., & Woodward, F. I. (2001) · Cambridge University Press eBooks · doi:10.1017/cbo9780511541940 · Cited by 159
Kisel, Y., Bunnefeld, L., Toomey, N. H., & Orme, C. D. L. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2011.0022 · Cited by 151
Cross-scale variation in species richness-environment associations
Belmaker, J., & Jetz, W. (2010) · Global Ecology and Biogeography · doi:10.1111/j.1466-8238.2010.00615.x · Cited by 150
Self-citationGlobal variation in diversification rates of flowering plants: energy vs. climate change
Jansson, R., & Davies, T. J. (2007) · Ecology Letters · doi:10.1111/j.1461-0248.2007.01138.x · Cited by 145
Energy gradients and the geographic distribution of local ant diversity
Kaspari, M. E., Ward, P. S., & Yuan, M. (2004) · Oecologia · doi:10.1007/s00442-004-1607-2 · Cited by 138
Ecological diversification and phylogeny of emydid turtles
Stephens, P. R., & Wiens, J. J. (2003) · Biological Journal of the Linnean Society · doi:10.1046/j.1095-8312.2003.00211.x · Cited by 137
THE LOCAL–REGIONAL RELATIONSHIP: IMMIGRATION, EXTINCTION, AND SCALE
He, F., Gaston, K. J., Connor, E. F., & Srivastava, D. S. (2005) · Ecology · doi:10.1890/04-1449 · Cited by 135
Structure of the species–energy relationship
Bonn, A., Štorch, D., & Gaston, K. J. (2004) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2004.2745 · Cited by 124
Latitude, elevation and the tempo of molecular evolution in mammals
Gillman, L. N., Keeling, D. J., Ross, H. A., & Wright, S. D. (2009) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2009.0674 · Cited by 114
Harrison, S. P., & Grace, J. B. (2007) · The American Naturalist · doi:10.1086/519010 · Cited by 105
Phylogenetic diversity does not capture body size variation at risk in the world's mammals
Fritz, S. A., & Purvis, A. (2010) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2010.0030 · Cited by 99
Qian, H. (2010) · Ecological Research · doi:10.1007/s11284-010-0695-1 · Cited by 92
Allen, A. P., Gillooly, J. F., & Brown, J. H. (2007) · Cambridge University Press eBooks · doi:10.1017/cbo9780511814938.016 · Cited by 87
Hurlbert, A. H., & Jetz, W. (2010) · The American Naturalist · doi:10.1086/650723 · Cited by 86
Self-citationSummer vegetation, deglaciation and the anomalous bird diversity gradient in eastern North America
Hawkins, B. A. (2004) · Global Ecology and Biogeography · doi:10.1111/j.1466-822x.2004.00095.x · Cited by 51
Range Size Heritability in Carnivora Is Driven by Geographic Constraints
Macháč, A., Zrzavý, J., & Štorch, D. (2011) · The American Naturalist · doi:10.1086/659952 · Cited by 33
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Metadata
- Authors
- Jetz, W., & Fine, P. V. A.
- Venue
- PLoS Biology
- Publisher
- Public Library of Science (PLoS)
- Published
- 2012-03-27
- Volume
- 10
- Issue
- 3
- Pages
- e1001292
- ISSN
- 1544-9173 (ISSN-L)
- 1545-7885
- OpenAlex
- W2055380429
- Cited by
- 310
- References
- 84
- FWCI
- 18.06
- Type
- journal article
- Language
- en
- Open access
- gold
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