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Oecologia

, Volume 180, Issue 4, pp 923–931 | Cite as

Reinforcing loose foundation stones in trait-based plant ecology

  • Bill Shipley
  • Francesco De Bello
  • J. Hans C. Cornelissen
  • Etienne Laliberté
  • Daniel C. Laughlin
  • Peter B. Reich
Special Topic on Functional Traits

Abstract

The promise of “trait-based” plant ecology is one of generalized prediction across organizational and spatial scales, independent of taxonomy. This promise is a major reason for the increased popularity of this approach. Here, we argue that some important foundational assumptions of trait-based ecology have not received sufficient empirical evaluation. We identify three such assumptions and, where possible, suggest methods of improvement: (i) traits are functional to the degree that they determine individual fitness, (ii) intraspecific variation in functional traits can be largely ignored, and (iii) functional traits show general predictive relationships to measurable environmental gradients.

Keywords

Comparative ecology Functional ecology Intraspecific variation Environmental gradients 

Notes

Acknowledgments

This paper has benefited from the comments of Éric Garnier, Sandra Díaz, Phillip Grime, Sandra Lavorel, Hendrik Poorter, Ian Wright, and two anonomous reviewers. Financing was provided by an NSERC Discovery Grant to BS.

Author contribution statement

BS wrote the first draft of this paper and coordinated the subsequent changes. All other authors contributed equally to the subsequent drafts.

References

  1. Adler PB et al (2014) Functional traits explain variation in plant life history strategies. Proc Natl Acad Sci USA 111(2):740–745. doi: 10.1073/pnas.1315179111 CrossRefPubMedPubMedCentralGoogle Scholar
  2. Albert CH, Thuiller W, Yoccoz NG, Douzet R, Aubert S, Lavorel S (2010) A multi-trait approach reveals the structure and the relative importance of intra- vs. interspecific variability in plant traits. Funct Ecol 24:1192–1201CrossRefGoogle Scholar
  3. Albert CH, Grassein F, Schurr FM, Vieilledent G, Violle C (2011) When and how should intraspecific variability be considered in trait-based plant ecology? Perspect Plant Ecol Evol Syst 13:217–225CrossRefGoogle Scholar
  4. Albert CH, de Bello F, Boulangeat I, Pellet G, Lavorel S, Thuiller W (2012) On the importance of intraspecific variability for the quantification of functional diversity. Oikos 121:116–126CrossRefGoogle Scholar
  5. Auger S, Shipley B (2013) Inter-specific and intra-specific trait variation along short environmental gradients in an old-growth temperate forest. J Veg Sci 24:419–428CrossRefGoogle Scholar
  6. Beadle NCW (1954) Soil phosphate and the delimitation of plant communities in eastern Australia. Ecology 35:370–375CrossRefGoogle Scholar
  7. Bradshaw AD (1987) Functional ecology = comparative ecology? Funct Ecol 1:71–72Google Scholar
  8. Calow P (1987) Towards a definition of functional ecology. Funct Ecol 1:57–61CrossRefGoogle Scholar
  9. Carter MR (ed) (1993) Soil sampling and methods of analysis. CRC, Boca RatonGoogle Scholar
  10. Chu C et al (2014) Life form influences survivorship patterns for 109 herbaceous perennials from six semi-arid ecosystems. J Veg Sci 25:947–954CrossRefGoogle Scholar
  11. Cornelissen JHC et al (2003a) Functional traits of woody plants: correspondence of species rankings between field adults and laboratory-grown seedlings? J Veg Sci 14:311–322CrossRefGoogle Scholar
  12. Cornelissen JHC et al (2003b) A handbook of protocols for standardised and easy measurement of plant functional traits worldwide. Aust J Bot 51:335–380CrossRefGoogle Scholar
  13. De Bello F et al (2011) Quantifying the relevance of intraspecific trait variability for functional diversity. Methods Ecol Evol 2:163–174CrossRefGoogle Scholar
  14. Dray S, Legendre P (2008) Testing the species traits-environment relationships: the fourth-corner problem revisited. Ecology 89:3400–3412CrossRefPubMedGoogle Scholar
  15. Garnier E et al (2001) Consistency of species ranking based on functional leaf traits. New Phytol 152:69–83CrossRefGoogle Scholar
  16. Grace JB (2006) Structural equation modeling and natural systems. Cambridge University Press, CambridgeCrossRefGoogle Scholar
  17. Grime JP (1965) Comparative experiments as a key to the ecology of flowering plants. Ecology 45:513–515CrossRefGoogle Scholar
  18. Grime JP (1979) Plant strategies and vegetation processes. Wiley, New YorkGoogle Scholar
  19. Grime JP (2001) Plant strategies, vegetation processes, and ecosystem properties, 2nd edn. Wiley, New YorkGoogle Scholar
  20. Grime JP, Hunt R (1975) Relative growth rate: its range and adaptive significance in a local flora. J Ecol 63:393–422CrossRefGoogle Scholar
  21. Grime JP, Hodgson JG, Hunt R (1988) Comparative plant ecology: a functional approach to common British species. Unwin Hyman, LondonCrossRefGoogle Scholar
  22. Harper JL (1977) Population biology of plants. Academic, LondonGoogle Scholar
  23. Harper JL (1982) After description. In: Newman EI (ed) The plant community as a working mechanism. Blackwell Scientific, Oxford, pp 11–25Google Scholar
  24. Hayes P, Turner BL, Lambers H, Laliberté E (2014) Foliar nutrient concentrations and resorption efficiency in plants of contrasting nutrient-acquisition strategies along a 2-million-year dune chronosequence. J Ecol 102:396–410CrossRefGoogle Scholar
  25. Hendry GAF, Grime JP (1993) Methods in comparative plant ecology. Chapman & Hall, LondonCrossRefGoogle Scholar
  26. Hunt R (1984) Relative growth rates of cohorts of ramets cloned from a single genet. J Ecol 72:299–305CrossRefGoogle Scholar
  27. Jung V, Albert CH, Violle C, Kunstler G, Loucougaray G, Spiegelberger T (2014) Intraspecific trait variability mediates the response of subalpine grassland communities to extreme drought events. J Ecol 102:45–53CrossRefGoogle Scholar
  28. Kattge J et al (2011) TRY—a global database of plant traits. Glob Change Biol 17:2905–2935CrossRefGoogle Scholar
  29. Kazakou E et al (2014) Are trait-based species rankings consistent across data sets and spatial scales? J Veg Sci 25:235–247CrossRefGoogle Scholar
  30. Keddy PA (1992) Assembly and response rules: two goals for predictive community ecology. J Veg Sci 3:157–164CrossRefGoogle Scholar
  31. Kraft NJB, Metz MR, Condit RS, Chave J (2010) The relationship between wood density and mortality in a global tropical forest data set. New Phytol 188:1124–1136CrossRefPubMedGoogle Scholar
  32. Kraft NJ, Godoy O, Levine JM (2015) Plant functional traits and the multidimensional nature of species coexistence. Proc Natl Acad Sci USA 112:797–802CrossRefPubMedPubMedCentralGoogle Scholar
  33. Lambers H, Chapin FS, Pons TL (1998) Plant physiological ecology. Springer, New YorkCrossRefGoogle Scholar
  34. Lasky JR, Uriarte M, Boukili VK, Chazdon RL (2014) Trait-mediated assembly processes predict successional changes in community diversity of tropical forests. Proc Natl Acad Sci USA 111:5616–5621CrossRefPubMedPubMedCentralGoogle Scholar
  35. Laughlin DC (2014) The intrinsic dimensionality of plant traits and its relevance to community assembly. J Ecol 102:186–193CrossRefGoogle Scholar
  36. Laughlin DC, Laughlin DE (2013) Advances in modeling trait-based plant community assembly. Trends Plant Sci 18:584–593CrossRefPubMedGoogle Scholar
  37. Lavorel S, Grigulis K (2012) How fundamental plant functional trait relationships scale-up to trade-offs and synergies in ecosystem services. J Ecol 100:128–140CrossRefGoogle Scholar
  38. Lavorel S et al (2011) Using plant functional traits to understand the landscape distribution of multiple ecosystem services. J Ecol 99:135–147CrossRefGoogle Scholar
  39. Legendre P, Legendre L (1998) Numerical ecology, 2nd edn. Elsevier, AmsterdamGoogle Scholar
  40. Lepš J, de Bello F, Šmilauer P, Doležal J (2011) Community trait response to environment: disentangling species turnover vs intraspecific trait variability effects. Ecography 34:856–863CrossRefGoogle Scholar
  41. Makkonen M et al (2012) Highly consistent effects of plant litter identity and functional traits on decomposition across a latitudinal gradient. Ecol Lett 15:1033–1041CrossRefPubMedGoogle Scholar
  42. McDonald PG, Fonseca CR, Overton JM, Westoby M (2003) Leaf-size divergence along rainfall and soil-nutrient gradients: is the method of size reduction common among clades? Funct Ecol 17:50–57CrossRefGoogle Scholar
  43. Meziane D, Shipley B (1999a) Interacting components of interspecific relative growth rate: constancy and change under differing conditions of light and nutrient supply. Funct Ecol 13:611–622CrossRefGoogle Scholar
  44. Meziane D, Shipley B (1999b) Interacting determinants of specific leaf area in 22 herbaceous species: effects of irradiance and nutrient availability. Plant Cell Environ 22:447–459CrossRefGoogle Scholar
  45. Meziane D, Shipley B (2001) Direct and indirect relationships between specific leaf area, leaf nitrogen and leaf gas exchange. Effects of irradiance and nutrient supply. Ann Bot 88:915–927CrossRefGoogle Scholar
  46. Ordoñez JC, Van Bodegom PM, Witte JPM, Wright IJ, Reich PB, Aerts R (2009) A global study of relationships between leaf traits, climate and soil measures of nutrient fertility. Glob Ecol Biogeogr 18:137–149CrossRefGoogle Scholar
  47. Ozinga WA et al (2007) Local above-ground persistence of vascular plants: life-history trade-offs and environmental constraints. J Veg Sci 18:489–497CrossRefGoogle Scholar
  48. Pearcy RW, Ehleringer J, Mooney HA, Rundel PW (eds) (1991) Plant physiological ecology. Chapman & Hall, LondonGoogle Scholar
  49. Pérez-Harguindeguy N et al (2013) New handbook for standardised measurement of plant functional traits worldwide. Aust J Bot 61:167–234CrossRefGoogle Scholar
  50. Poorter L, Bongers F (2006) Leaf traits are good predictors of plant performance across 53 rain forest species. Ecology 87:1733–1743CrossRefPubMedGoogle Scholar
  51. Poorter L et al (2008) Are functional traits good predictors of demographic rates? Evidence from five neotropical forests. Ecology 89:1908–1920CrossRefPubMedGoogle Scholar
  52. Poorter L et al (2010) The importance of wood traits and hydraulic conductance for the performance and life history strategies of 42 rainforest tree species. New Phytol 185:481–492CrossRefPubMedGoogle Scholar
  53. Reich PB (2012) Key canopy traits drive forest productivity. Proc Biol Sci R Soc 279:2128–2134CrossRefGoogle Scholar
  54. Reich PB, Walters MB, Ellsworth DS (1997) From tropics to tundra: global convergence in plant functioning. Proc Natl Acad Sci USA 94:13730–13734Google Scholar
  55. Roche P, Díaz-Burlinson N, Gachet S (2004) Congruency analysis of species ranking based on leaf traits: which traits are the more reliable? Plant Ecol 174:37–48CrossRefGoogle Scholar
  56. Rose L, Rubarth MC, Hertel D, Leuschner C (2013) Management alters interspecific leaf trait relationships and trait-based species rankings in permanent meadows. J Veg Sci 24:239–250CrossRefGoogle Scholar
  57. Russo SE, Jenkins KL, Wiser SK, Uriarte M, Duncan RP, Coomes DA (2010) Interspecific relationships among growth, mortality and xylem traits of woody species from New Zealand. Funct Ecol 24:253–262CrossRefGoogle Scholar
  58. Scott D, Groves RH (1989) Empirical measurement of environmental gradient in ecological surveys. N Z J Ecol 12:89–94Google Scholar
  59. Shipley B (2000a) Cause and correlation in biology: a user’s guide to path analysis, structural equations, and causal inference. Cambridge University Press, CambridgeCrossRefGoogle Scholar
  60. Shipley B (2000b) Plasticity in relative growth rate and its components following a change in irradiance. Plant Cell Environ 23:1207–1216CrossRefGoogle Scholar
  61. Shipley B (2007) Comparative plant ecology as a tool for integrating across scales. Ann Bot 99:965–966CrossRefPubMedPubMedCentralGoogle Scholar
  62. Shipley B (2010a) Community assembly, natural selection and maximum entropy models. Oikos 119:604–609CrossRefGoogle Scholar
  63. Shipley B (2010b) Inferential permutation tests for maximum entropy models in ecology. Ecology 2010:2794–2805CrossRefGoogle Scholar
  64. Shipley B (2014) Measuring and interpreting trait-based selection versus meta-community effects during local community assembly. J Veg Sci 25:55–65CrossRefGoogle Scholar
  65. Sonnier G, Shipley B, Navas ML (2010) Quantifying relationships between traits and explicitly measured gradients of stress and disturbance in early successional plant communities. J Veg Sci 21:1014–1024CrossRefGoogle Scholar
  66. Sonnier G, Navas ML, Fayolle A, Shipley B (2012) Quantifying trait selection driving community assembly: a test in herbaceous plant communities under contrasted land use regimes. Oikos 121:1103–1111CrossRefGoogle Scholar
  67. Sterck FJ, Poorter L, Schieving F (2006) Leaf traits determine the growth-survival trade-off across rain forest tree species. Am Nat 167:758–765CrossRefPubMedGoogle Scholar
  68. Tilman D (1988) Plant strategies and the dynamics and structure of plant communities. Princeton University Press, PrincetonGoogle Scholar
  69. van Gelder HA, Poorter L, Sterck FJ (2006) Wood mechanics, allometry, and life-history variation in a tropical rain forest tree community. New Phytol 171:367–378CrossRefPubMedGoogle Scholar
  70. Violle C et al (2007) Let the concept of trait be functional! Oikos 116:882–892CrossRefGoogle Scholar
  71. Violle C et al (2012) The return of the variance: intraspecific variability in community ecology. Trends Ecol Evol 27:244–252CrossRefPubMedGoogle Scholar
  72. Vitousek PM, Turner DR, Kitayama K (1995) Foliar nutrients during long-term soil development in Hawaiian montane rain forest. Ecology 76:712–720CrossRefGoogle Scholar
  73. Walters MB, Reich PB (1996) Are shade tolerance, survival, and growth linked—low light and nitrogen effects on hardwood seedlings. Ecology 77(3):841–853CrossRefGoogle Scholar
  74. Warton DI, Shipley B, Hastie T (2014) CATS regression—a model-based approach to studying trait-based community assembly. Methods Ecol Evol 6:389–398CrossRefGoogle Scholar
  75. Wright IJ et al (2004) The worldwide leaf economics spectrum. Nature 428:821–827CrossRefPubMedGoogle Scholar
  76. Wright SJ et al (2010) Functional traits and the growth–mortality trade-off in tropical trees. Ecology 91:3664–3674Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2016

Authors and Affiliations

  • Bill Shipley
    • 1
  • Francesco De Bello
    • 2
    • 3
  • J. Hans C. Cornelissen
    • 4
  • Etienne Laliberté
    • 5
  • Daniel C. Laughlin
    • 6
  • Peter B. Reich
    • 7
    • 8
  1. 1.Département de BiologieUniversité de SherbrookeSherbrookeCanada
  2. 2.FdB Institute of BotanyAcademy of Sciences of the Czech RepublicTřeboňCzech Republic
  3. 3.Department of BotanyUniversity of South BohemiaČeské BudějoviceCzech Republic
  4. 4.Systems Ecology, Department of Ecological ScienceFALW, VU UniversityAmsterdamThe Netherlands
  5. 5.Institut de Recherche en Biologie Végétale (IRBV)Université de MontréalMontréalCanada
  6. 6.Environmental Research Institute and School of ScienceUniversity of WaikatoHamiltonNew Zealand
  7. 7.Department of Forest ResourcesUniversity of MinnesotaSt. PaulUSA
  8. 8.Hawkesbury Institute for the EnvironmentUniversity of Western SydneyPenrithAustralia

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