TRY - a global database of plant traits

J. Kattge; S. Díaz; S. Lavorel; I. C. Prentice; P. Leadley; G. Bönisch; E. Garnier; M. Westoby; P. B. Reich; I. J. Wright; J. H.C. Cornelissen; C. Violle; S. P. Harrison; P. M. Van Bodegom; M. Reichstein; B. J. Enquist; N. A. Soudzilovskaia; D. D. Ackerly; M. Anand; O. Atkin; M. Bahn; T. R. Baker; D. Baldocchi; R. Bekker; C. C. Blanco; B. Blonder; W. J. Bond; R. Bradstock; D. E. Bunker; F. Casanoves; J. Cavender-Bares; J. Q. Chambers; F. S. Chapin; J. Chave; D. Coomes; W. K. Cornwell; J. M. Craine; B. H. Dobrin; L. Duarte; W. Durka; J. Elser; G. Esser; M. Estiarte; W. F. Fagan; J. Fang; F. Fernández-Méndez; A. Fidelis; B. Finegan; O. Flores; H. Ford; D. Frank; G. T. Freschet; N. M. Fyllas; R. V. Gallagher; W. A. Green; A. G. Gutierrez; T. Hickler; S. I. Higgins; J. G. Hodgson; A. Jalili; S. Jansen; C. A. Joly; A. J. Kerkhoff; D. Kirkup; K. Kitajima; M. Kleyer; S. Klotz; J. M.H. Knops; K. Kramer; I. Kühn; H. Kurokawa; D. Laughlin; T. D. Lee; M. Leishman; F. Lens; T. Lenz; S. L. Lewis; J. Lloyd; J. Llusià; F. Louault; S. Ma; M. D. Mahecha; P. Manning; T. Massad; B. E. Medlyn; J. Messier; A. T. Moles; S. C. Müller; K. Nadrowski; S. Naeem; Ü Niinemets; S. Nöllert; A. Nüske; R. Ogaya; J. Oleksyn; V. G. Onipchenko; Y. Onoda; J. Ordoñez; G. Overbeck; W. A. Ozinga; S. Patiño; S. Paula; J. G. Pausas; J. Peñuelas; O. L. Phillips; V. Pillar; H. Poorter; L. Poorter; P. Poschlod; A. Prinzing; R. Proulx; A. Rammig; S. Reinsch; B. Reu; L. Sack; B. Salgado-Negret; J. Sardans; S. Shiodera; B. Shipley; A. Siefert; E. Sosinski; J. F. Soussana; E. Swaine; N. Swenson; K. Thompson; P. Thornton; M. Waldram; E. Weiher; M. White; S. White; S. J. Wright; B. Yguel; S. Zaehle; A. E. Zanne; C. Wirth

doi:10.1111/j.1365-2486.2011.02451.x

TRY - a global database of plant traits

J. Kattge
, S. Díaz
, S. Lavorel
, I. C. Prentice
, P. Leadley
, G. Bönisch
, E. Garnier
, M. Westoby
, P. B. Reich
, I. J. Wright
, J. H.C. Cornelissen
, C. Violle
, S. P. Harrison
, P. M. Van Bodegom
, M. Reichstein
, B. J. Enquist
, N. A. Soudzilovskaia
, D. D. Ackerly
, M. Anand
, O. Atkin

M. Bahn, T. R. Baker, D. Baldocchi, R. Bekker, C. C. Blanco, B. Blonder, W. J. Bond, R. Bradstock, D. E. Bunker, F. Casanoves, J. Cavender-Bares, J. Q. Chambers, F. S. Chapin, J. Chave, D. Coomes, W. K. Cornwell, J. M. Craine, B. H. Dobrin, L. Duarte, W. Durka, J. Elser, G. Esser, M. Estiarte, W. F. Fagan, J. Fang, F. Fernández-Méndez, A. Fidelis, B. Finegan, O. Flores, H. Ford, D. Frank, G. T. Freschet, N. M. Fyllas, R. V. Gallagher, W. A. Green, A. G. Gutierrez, T. Hickler, S. I. Higgins, J. G. Hodgson, A. Jalili, S. Jansen, C. A. Joly, A. J. Kerkhoff, D. Kirkup, K. Kitajima, M. Kleyer, S. Klotz, J. M.H. Knops, K. Kramer, I. Kühn, H. Kurokawa, D. Laughlin, T. D. Lee, M. Leishman, F. Lens, T. Lenz, S. L. Lewis, J. Lloyd, J. Llusià, F. Louault, S. Ma, M. D. Mahecha, P. Manning, T. Massad, B. E. Medlyn, J. Messier, A. T. Moles, S. C. Müller, K. Nadrowski, S. Naeem, Ü Niinemets, S. Nöllert, A. Nüske, R. Ogaya, J. Oleksyn, V. G. Onipchenko, Y. Onoda, J. Ordoñez, G. Overbeck, W. A. Ozinga, S. Patiño, S. Paula, J. G. Pausas, J. Peñuelas, O. L. Phillips, V. Pillar, H. Poorter, L. Poorter, P. Poschlod, A. Prinzing, R. Proulx, A. Rammig, S. Reinsch, B. Reu, L. Sack, B. Salgado-Negret, J. Sardans, S. Shiodera, B. Shipley, A. Siefert, E. Sosinski, J. F. Soussana, E. Swaine, N. Swenson, K. Thompson, P. Thornton, M. Waldram, E. Weiher, M. White, S. White, S. J. Wright, B. Yguel, S. Zaehle, A. E. Zanne, C. Wirth

Flathead Lake Biological Station

Max Planck Institute for Biogeochemistry
Universidad Nacional de Córdoba
CNRS
Macquarie University
Université Paris-Saclay
University of Minnesota Twin Cities
Western Sydney University
Vrije Universiteit Amsterdam
University of Arizona
University of California at Berkeley
University of Guelph
Australian National University
University of Innsbruck
University of Leeds
University of Groningen
Universidade Federal do Rio Grande do Sul
University of Cape Town
University of Wollongong
New Jersey Institute of Technology
Tropical Agricultural Research and Higher Education Center
Lawrence Berkeley National Laboratory
University of Alaska Fairbanks
University of Cambridge
Kansas State University
Helmholtz Centre for Environmental Research
Justus Liebig University Giessen
Autonomous University of Barcelona
University of Maryland, College Park
Peking University
Universidad del Tolima
Universidade de São Paulo
Université de La Réunion
University of York
Harvard University
Frankfurt Am Main
Goethe University Frankfurt
University of Sheffield
Research Institute of Forests and Rangelands, Tehran
Ulm University
Universidade Estadual de Campinas
Kenyon College
Royal Botanic Gardens, Kew
University of Florida
University of Oldenburg
University of Nebraska-Lincoln
Wageningen University & Research
Tohoku University
Northern Arizona University
University of Wisconsin-Eau Claire
Naturalis Biodiversity Center
James Cook University Queensland
UMR Ecosystème Prairial
Newcastle University
University of New South Wales
Leipzig University
Columbia University
Estonian University of Life Sciences
Institute of Dendrology of the Polish Academy of Sciences
Lomonosov Moscow State University
Kyushu University
CIDE-CSIC
Jülich Research Centre
University of Regensburg
Université de Rennes 1
Université du Québec à Trois-Rivières
Potsdam Institute for Climate Impact Research
Technical University of Denmark
University of California at Los Angeles
Hokkaido University
Université de Sherbrooke
Syracuse University
Empresa Brasileira de Pesquisa Agropecuária
University of Aberdeen
Michigan State University
Oak Ridge National Laboratory
University of Leicester
Utah State University
Smithsonian Institution
University of Missouri at St. Louis

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

2202 Scopus citations

Abstract

Plant traits - the morphological, anatomical, physiological, biochemical and phenological characteristics of plants and their organs - determine how primary producers respond to environmental factors, affect other trophic levels, influence ecosystem processes and services and provide a link from species richness to ecosystem functional diversity. Trait data thus represent the raw material for a wide range of research from evolutionary biology, community and functional ecology to biogeography. Here we present the global database initiative named TRY, which has united a wide range of the plant trait research community worldwide and gained an unprecedented buy-in of trait data: so far 93 trait databases have been contributed. The data repository currently contains almost three million trait entries for 69000 out of the world's 300000 plant species, with a focus on 52 groups of traits characterizing the vegetative and regeneration stages of the plant life cycle, including growth, dispersal, establishment and persistence. A first data analysis shows that most plant traits are approximately log-normally distributed, with widely differing ranges of variation across traits. Most trait variation is between species (interspecific), but significant intraspecific variation is also documented, up to 40% of the overall variation. Plant functional types (PFTs), as commonly used in vegetation models, capture a substantial fraction of the observed variation - but for several traits most variation occurs within PFTs, up to 75% of the overall variation. In the context of vegetation models these traits would better be represented by state variables rather than fixed parameter values. The improved availability of plant trait data in the unified global database is expected to support a paradigm shift from species to trait-based ecology, offer new opportunities for synthetic plant trait research and enable a more realistic and empirically grounded representation of terrestrial vegetation in Earth system models.

Original language	English
Pages (from-to)	2905-2935
Number of pages	31
Journal	Global Change Biology
Volume	17
Issue number	9
DOIs	https://doi.org/10.1111/j.1365-2486.2011.02451.x
State	Published - Sep 1 2011

Funding

Funders	Funder number
226299
0620652, 0716587
Natural Environment Research Council	NE/D005590/1, NE/D01168X/1

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 15 Life on Land

Keywords

Comparative ecology
Database
Environmental gradient
Functional diversity
Global analysis
Global change
Interspecific variation
Intraspecific variation
Plant attribute
Plant functional type
Plant trait
Vegetation model

Access to Document

10.1111/j.1365-2486.2011.02451.x

Cite this

Kattge, J., Díaz, S., Lavorel, S., Prentice, I. C., Leadley, P., Bönisch, G., Garnier, E., Westoby, M., Reich, P. B., Wright, I. J., Cornelissen, J. H. C., Violle, C., Harrison, S. P., Van Bodegom, P. M., Reichstein, M., Enquist, B. J., Soudzilovskaia, N. A., Ackerly, D. D., Anand, M., ... Wirth, C. (2011). TRY - a global database of plant traits. Global Change Biology, 17(9), 2905-2935. https://doi.org/10.1111/j.1365-2486.2011.02451.x

@article{348a1c41232546bdbef9152d867a6fb7,

title = "TRY - a global database of plant traits",

abstract = "Plant traits - the morphological, anatomical, physiological, biochemical and phenological characteristics of plants and their organs - determine how primary producers respond to environmental factors, affect other trophic levels, influence ecosystem processes and services and provide a link from species richness to ecosystem functional diversity. Trait data thus represent the raw material for a wide range of research from evolutionary biology, community and functional ecology to biogeography. Here we present the global database initiative named TRY, which has united a wide range of the plant trait research community worldwide and gained an unprecedented buy-in of trait data: so far 93 trait databases have been contributed. The data repository currently contains almost three million trait entries for 69000 out of the world's 300000 plant species, with a focus on 52 groups of traits characterizing the vegetative and regeneration stages of the plant life cycle, including growth, dispersal, establishment and persistence. A first data analysis shows that most plant traits are approximately log-normally distributed, with widely differing ranges of variation across traits. Most trait variation is between species (interspecific), but significant intraspecific variation is also documented, up to 40\% of the overall variation. Plant functional types (PFTs), as commonly used in vegetation models, capture a substantial fraction of the observed variation - but for several traits most variation occurs within PFTs, up to 75\% of the overall variation. In the context of vegetation models these traits would better be represented by state variables rather than fixed parameter values. The improved availability of plant trait data in the unified global database is expected to support a paradigm shift from species to trait-based ecology, offer new opportunities for synthetic plant trait research and enable a more realistic and empirically grounded representation of terrestrial vegetation in Earth system models.",

keywords = "Comparative ecology, Database, Environmental gradient, Functional diversity, Global analysis, Global change, Interspecific variation, Intraspecific variation, Plant attribute, Plant functional type, Plant trait, Vegetation model",

author = "J. Kattge and S. D{\'i}az and S. Lavorel and Prentice, \{I. C.\} and P. Leadley and G. B{\"o}nisch and E. Garnier and M. Westoby and Reich, \{P. B.\} and Wright, \{I. J.\} and Cornelissen, \{J. H.C.\} and C. Violle and Harrison, \{S. P.\} and \{Van Bodegom\}, \{P. M.\} and M. Reichstein and Enquist, \{B. J.\} and Soudzilovskaia, \{N. A.\} and Ackerly, \{D. D.\} and M. Anand and O. Atkin and M. Bahn and Baker, \{T. R.\} and D. Baldocchi and R. Bekker and Blanco, \{C. C.\} and B. Blonder and Bond, \{W. J.\} and R. Bradstock and Bunker, \{D. E.\} and F. Casanoves and J. Cavender-Bares and Chambers, \{J. Q.\} and Chapin, \{F. S.\} and J. Chave and D. Coomes and Cornwell, \{W. K.\} and Craine, \{J. M.\} and Dobrin, \{B. H.\} and L. Duarte and W. Durka and J. Elser and G. Esser and M. Estiarte and Fagan, \{W. F.\} and J. Fang and F. Fern{\'a}ndez-M{\'e}ndez and A. Fidelis and B. Finegan and O. Flores and H. Ford and D. Frank and Freschet, \{G. T.\} and Fyllas, \{N. M.\} and Gallagher, \{R. V.\} and Green, \{W. A.\} and Gutierrez, \{A. G.\} and T. Hickler and Higgins, \{S. I.\} and Hodgson, \{J. G.\} and A. Jalili and S. Jansen and Joly, \{C. A.\} and Kerkhoff, \{A. J.\} and D. Kirkup and K. Kitajima and M. Kleyer and S. Klotz and Knops, \{J. M.H.\} and K. Kramer and I. K{\"u}hn and H. Kurokawa and D. Laughlin and Lee, \{T. D.\} and M. Leishman and F. Lens and T. Lenz and Lewis, \{S. L.\} and J. Lloyd and J. Llusi{\`a} and F. Louault and S. Ma and Mahecha, \{M. D.\} and P. Manning and T. Massad and Medlyn, \{B. E.\} and J. Messier and Moles, \{A. T.\} and M{\"u}ller, \{S. C.\} and K. Nadrowski and S. Naeem and {\"U} Niinemets and S. N{\"o}llert and A. N{\"u}ske and R. Ogaya and J. Oleksyn and Onipchenko, \{V. G.\} and Y. Onoda and J. Ordo{\~n}ez and G. Overbeck and Ozinga, \{W. A.\} and S. Pati{\~n}o and S. Paula and Pausas, \{J. G.\} and J. Pe{\~n}uelas and Phillips, \{O. L.\} and V. Pillar and H. Poorter and L. Poorter and P. Poschlod and A. Prinzing and R. Proulx and A. Rammig and S. Reinsch and B. Reu and L. Sack and B. Salgado-Negret and J. Sardans and S. Shiodera and B. Shipley and A. Siefert and E. Sosinski and Soussana, \{J. F.\} and E. Swaine and N. Swenson and K. Thompson and P. Thornton and M. Waldram and E. Weiher and M. White and S. White and Wright, \{S. J.\} and B. Yguel and S. Zaehle and Zanne, \{A. E.\} and C. Wirth",

year = "2011",

month = sep,

day = "1",

doi = "10.1111/j.1365-2486.2011.02451.x",

language = "English",

volume = "17",

pages = "2905--2935",

journal = "Global Change Biology",

issn = "1354-1013",

publisher = "Wiley-Blackwell Publishing Ltd",

number = "9",

}

Kattge, J, Díaz, S, Lavorel, S, Prentice, IC, Leadley, P, Bönisch, G, Garnier, E, Westoby, M, Reich, PB, Wright, IJ, Cornelissen, JHC, Violle, C, Harrison, SP, Van Bodegom, PM, Reichstein, M, Enquist, BJ, Soudzilovskaia, NA, Ackerly, DD, Anand, M, Atkin, O, Bahn, M, Baker, TR, Baldocchi, D, Bekker, R, Blanco, CC, Blonder, B, Bond, WJ, Bradstock, R, Bunker, DE, Casanoves, F, Cavender-Bares, J, Chambers, JQ, Chapin, FS, Chave, J, Coomes, D, Cornwell, WK, Craine, JM, Dobrin, BH, Duarte, L, Durka, W, Elser, J, Esser, G, Estiarte, M, Fagan, WF, Fang, J, Fernández-Méndez, F, Fidelis, A, Finegan, B, Flores, O, Ford, H, Frank, D, Freschet, GT, Fyllas, NM, Gallagher, RV, Green, WA, Gutierrez, AG, Hickler, T, Higgins, SI, Hodgson, JG, Jalili, A, Jansen, S, Joly, CA, Kerkhoff, AJ, Kirkup, D, Kitajima, K, Kleyer, M, Klotz, S, Knops, JMH, Kramer, K, Kühn, I, Kurokawa, H, Laughlin, D, Lee, TD, Leishman, M, Lens, F, Lenz, T, Lewis, SL, Lloyd, J, Llusià, J, Louault, F, Ma, S, Mahecha, MD, Manning, P, Massad, T, Medlyn, BE, Messier, J, Moles, AT, Müller, SC, Nadrowski, K, Naeem, S, Niinemets, Ü, Nöllert, S, Nüske, A, Ogaya, R, Oleksyn, J, Onipchenko, VG, Onoda, Y, Ordoñez, J, Overbeck, G, Ozinga, WA, Patiño, S, Paula, S, Pausas, JG, Peñuelas, J, Phillips, OL, Pillar, V, Poorter, H, Poorter, L, Poschlod, P, Prinzing, A, Proulx, R, Rammig, A, Reinsch, S, Reu, B, Sack, L, Salgado-Negret, B, Sardans, J, Shiodera, S, Shipley, B, Siefert, A, Sosinski, E, Soussana, JF, Swaine, E, Swenson, N, Thompson, K, Thornton, P, Waldram, M, Weiher, E, White, M, White, S, Wright, SJ, Yguel, B, Zaehle, S, Zanne, AE & Wirth, C 2011, 'TRY - a global database of plant traits', Global Change Biology, vol. 17, no. 9, pp. 2905-2935. https://doi.org/10.1111/j.1365-2486.2011.02451.x

TY - JOUR

T1 - TRY - a global database of plant traits

AU - Kattge, J.

AU - Díaz, S.

AU - Lavorel, S.

AU - Prentice, I. C.

AU - Leadley, P.

AU - Bönisch, G.

AU - Garnier, E.

AU - Westoby, M.

AU - Reich, P. B.

AU - Wright, I. J.

AU - Cornelissen, J. H.C.

AU - Violle, C.

AU - Harrison, S. P.

AU - Van Bodegom, P. M.

AU - Reichstein, M.

AU - Enquist, B. J.

AU - Soudzilovskaia, N. A.

AU - Ackerly, D. D.

AU - Anand, M.

AU - Atkin, O.

AU - Bahn, M.

AU - Baker, T. R.

AU - Baldocchi, D.

AU - Bekker, R.

AU - Blanco, C. C.

AU - Blonder, B.

AU - Bond, W. J.

AU - Bradstock, R.

AU - Bunker, D. E.

AU - Casanoves, F.

AU - Cavender-Bares, J.

AU - Chambers, J. Q.

AU - Chapin, F. S.

AU - Chave, J.

AU - Coomes, D.

AU - Cornwell, W. K.

AU - Craine, J. M.

AU - Dobrin, B. H.

AU - Duarte, L.

AU - Durka, W.

AU - Elser, J.

AU - Esser, G.

AU - Estiarte, M.

AU - Fagan, W. F.

AU - Fang, J.

AU - Fernández-Méndez, F.

AU - Fidelis, A.

AU - Finegan, B.

AU - Flores, O.

AU - Ford, H.

AU - Frank, D.

AU - Freschet, G. T.

AU - Fyllas, N. M.

AU - Gallagher, R. V.

AU - Green, W. A.

AU - Gutierrez, A. G.

AU - Hickler, T.

AU - Higgins, S. I.

AU - Hodgson, J. G.

AU - Jalili, A.

AU - Jansen, S.

AU - Joly, C. A.

AU - Kerkhoff, A. J.

AU - Kirkup, D.

AU - Kitajima, K.

AU - Kleyer, M.

AU - Klotz, S.

AU - Knops, J. M.H.

AU - Kramer, K.

AU - Kühn, I.

AU - Kurokawa, H.

AU - Laughlin, D.

AU - Lee, T. D.

AU - Leishman, M.

AU - Lens, F.

AU - Lenz, T.

AU - Lewis, S. L.

AU - Lloyd, J.

AU - Llusià, J.

AU - Louault, F.

AU - Ma, S.

AU - Mahecha, M. D.

AU - Manning, P.

AU - Massad, T.

AU - Medlyn, B. E.

AU - Messier, J.

AU - Moles, A. T.

AU - Müller, S. C.

AU - Nadrowski, K.

AU - Naeem, S.

AU - Niinemets, Ü

AU - Nöllert, S.

AU - Nüske, A.

AU - Ogaya, R.

AU - Oleksyn, J.

AU - Onipchenko, V. G.

AU - Onoda, Y.

AU - Ordoñez, J.

AU - Overbeck, G.

AU - Ozinga, W. A.

AU - Patiño, S.

AU - Paula, S.

AU - Pausas, J. G.

AU - Peñuelas, J.

AU - Phillips, O. L.

AU - Pillar, V.

AU - Poorter, H.

AU - Poorter, L.

AU - Poschlod, P.

AU - Prinzing, A.

AU - Proulx, R.

AU - Rammig, A.

AU - Reinsch, S.

AU - Reu, B.

AU - Sack, L.

AU - Salgado-Negret, B.

AU - Sardans, J.

AU - Shiodera, S.

AU - Shipley, B.

AU - Siefert, A.

AU - Sosinski, E.

AU - Soussana, J. F.

AU - Swaine, E.

AU - Swenson, N.

AU - Thompson, K.

AU - Thornton, P.

AU - Waldram, M.

AU - Weiher, E.

AU - White, M.

AU - White, S.

AU - Wright, S. J.

AU - Yguel, B.

AU - Zaehle, S.

AU - Zanne, A. E.

AU - Wirth, C.

PY - 2011/9/1

Y1 - 2011/9/1

N2 - Plant traits - the morphological, anatomical, physiological, biochemical and phenological characteristics of plants and their organs - determine how primary producers respond to environmental factors, affect other trophic levels, influence ecosystem processes and services and provide a link from species richness to ecosystem functional diversity. Trait data thus represent the raw material for a wide range of research from evolutionary biology, community and functional ecology to biogeography. Here we present the global database initiative named TRY, which has united a wide range of the plant trait research community worldwide and gained an unprecedented buy-in of trait data: so far 93 trait databases have been contributed. The data repository currently contains almost three million trait entries for 69000 out of the world's 300000 plant species, with a focus on 52 groups of traits characterizing the vegetative and regeneration stages of the plant life cycle, including growth, dispersal, establishment and persistence. A first data analysis shows that most plant traits are approximately log-normally distributed, with widely differing ranges of variation across traits. Most trait variation is between species (interspecific), but significant intraspecific variation is also documented, up to 40% of the overall variation. Plant functional types (PFTs), as commonly used in vegetation models, capture a substantial fraction of the observed variation - but for several traits most variation occurs within PFTs, up to 75% of the overall variation. In the context of vegetation models these traits would better be represented by state variables rather than fixed parameter values. The improved availability of plant trait data in the unified global database is expected to support a paradigm shift from species to trait-based ecology, offer new opportunities for synthetic plant trait research and enable a more realistic and empirically grounded representation of terrestrial vegetation in Earth system models.

AB - Plant traits - the morphological, anatomical, physiological, biochemical and phenological characteristics of plants and their organs - determine how primary producers respond to environmental factors, affect other trophic levels, influence ecosystem processes and services and provide a link from species richness to ecosystem functional diversity. Trait data thus represent the raw material for a wide range of research from evolutionary biology, community and functional ecology to biogeography. Here we present the global database initiative named TRY, which has united a wide range of the plant trait research community worldwide and gained an unprecedented buy-in of trait data: so far 93 trait databases have been contributed. The data repository currently contains almost three million trait entries for 69000 out of the world's 300000 plant species, with a focus on 52 groups of traits characterizing the vegetative and regeneration stages of the plant life cycle, including growth, dispersal, establishment and persistence. A first data analysis shows that most plant traits are approximately log-normally distributed, with widely differing ranges of variation across traits. Most trait variation is between species (interspecific), but significant intraspecific variation is also documented, up to 40% of the overall variation. Plant functional types (PFTs), as commonly used in vegetation models, capture a substantial fraction of the observed variation - but for several traits most variation occurs within PFTs, up to 75% of the overall variation. In the context of vegetation models these traits would better be represented by state variables rather than fixed parameter values. The improved availability of plant trait data in the unified global database is expected to support a paradigm shift from species to trait-based ecology, offer new opportunities for synthetic plant trait research and enable a more realistic and empirically grounded representation of terrestrial vegetation in Earth system models.

KW - Comparative ecology

KW - Database

KW - Environmental gradient

KW - Functional diversity

KW - Global analysis

KW - Global change

KW - Interspecific variation

KW - Intraspecific variation

KW - Plant attribute

KW - Plant functional type

KW - Plant trait

KW - Vegetation model

UR - https://www.scopus.com/pages/publications/79957965204

U2 - 10.1111/j.1365-2486.2011.02451.x

DO - 10.1111/j.1365-2486.2011.02451.x

M3 - Article

AN - SCOPUS:79957965204

SN - 1354-1013

VL - 17

SP - 2905

EP - 2935

JO - Global Change Biology

JF - Global Change Biology

IS - 9

ER -

TRY - a global database of plant traits

Abstract

Funding

UN SDGs

Keywords

Access to Document

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