Jens Kattge
TRY plant trait database – enhanced coverage and open access
Kattge, Jens; B?nisch, Gerhard; D?az, Sandra; Lavorel, Sandra; Prentice, Iain Colin; Leadley, Paul; Tautenhahn, Susanne; Werner, Gijsbert D. A.; Aakala, Tuomas; Abedi, Mehdi; Acosta, Alicia T. R.; Adamidis, George C.; Adamson, Kairi; Aiba, Masahiro; Albert, C?cile H.; Alc?ntara, Julio M.; Alc?zar C, Carolina; Aleixo, Izabela; Ali, Hamada; Amiaud, Bernard; Ammer, Christian; Amoroso, Mariano M.; Anand, Madhur; Anderson, Carolyn; Anten, Niels; Antos, Joseph; Apgaua, Deborah Mattos Guimar?es; Ashman, Tia?Lynn; Asmara, Degi Harja; Asner, Gregory P.; Aspinwall, Michael; Atkin, Owen; Aubin, Isabelle; Baastrup?Spohr, Lars; Bahalkeh, Khadijeh; Bahn, Michael; Baker, Timothy; Baker, William J.; Bakker, Jan P.; Baldocchi, Dennis; Baltzer, Jennifer; Banerjee, Arindam; Baranger, Anne; Barlow, Jos; Barneche, Diego R.; Baruch, Zdravko; Bastianelli, Denis; Battles, John; Bauerle, William; Bauters, Marijn; Bazzato, Erika; Beckmann, Michael; Beeckman, Hans; Beierkuhnlein, Carl; Bekker, Renee; Belfry, Gav...
Authors
Gerhard B�nisch
Sandra D�az
Sandra Lavorel
Iain Colin Prentice
Paul Leadley
Susanne Tautenhahn
Gijsbert D. A. Werner
Tuomas Aakala
Mehdi Abedi
Alicia T. R. Acosta
George C. Adamidis
Kairi Adamson
Masahiro Aiba
C�cile H. Albert
Julio M. Alc�ntara
Carolina Alc�zar C
Izabela Aleixo
Hamada Ali
Bernard Amiaud
Christian Ammer
Mariano M. Amoroso
Madhur Anand
Carolyn Anderson
Niels Anten
Joseph Antos
Deborah Mattos Guimar�es Apgaua
Tia?Lynn Ashman
Degi Harja Asmara
Gregory P. Asner
Michael Aspinwall
Owen Atkin
Isabelle Aubin
Lars Baastrup?Spohr
Khadijeh Bahalkeh
Michael Bahn
Timothy Baker
William J. Baker
Jan P. Bakker
Dennis Baldocchi
Jennifer Baltzer
Arindam Banerjee
Anne Baranger
Jos Barlow
Diego R. Barneche
Zdravko Baruch
Denis Bastianelli
John Battles
William Bauerle
Marijn Bauters
Erika Bazzato
Michael Beckmann
Hans Beeckman
Carl Beierkuhnlein
Renee Bekker
Gavin Belfry
Michael Belluau
Mirela Beloiu
Raquel Benavides
Lahcen Benomar
Mary Lee Berdugo?Lattke
Erika Berenguer
Rodrigo Bergamin
Joana Bergmann
Marcos Bergmann Carlucci
Logan Berner
Markus Bernhardt?R�mermann
Christof Bigler
Anne D. Bjorkman
Chris Blackman
Carolina Blanco
Benjamin Blonder
Dana Blumenthal
Kelly T. Bocanegra?Gonz�lez
Pascal Boeckx
Stephanie Bohlman
Katrin B�hning?Gaese
Laura Boisvert?Marsh
William Bond
Ben Bond?Lamberty
Arnoud Boom
Coline C. F. Boonman
Kauane Bordin
Elizabeth H. Boughton
Vanessa Boukili
David M. J. S. Bowman
Sandra Bravo
Marco Richard Brendel
Professor MARTIN BROADLEY MARTIN.BROADLEY@NOTTINGHAM.AC.UK
PROFESSOR OF PLANT NUTRITION
Kerry A. Brown
Helge Bruelheide
Federico Brumnich
Hans Henrik Bruun
David Bruy
Serra W. Buchanan
Solveig Franziska Bucher
Nina Buchmann
Robert Buitenwerf
Daniel E. Bunker
Jana B�rger
Sabina Burrascano
David F. R. P. Burslem
Bradley J. Butterfield
Chaeho Byun
Marcia Marques
Marina C. Scalon
Marco Caccianiga
Marc Cadotte
Maxime Cailleret
James Camac
Jes�s Julio Camarero
Courtney Campany
Giandiego Campetella
Juan Antonio Campos
Laura Cano?Arboleda
Roberto Canullo
Michele Carbognani
Fabio Carvalho
Fernando Casanoves
Bastien Castagneyrol
Jane A. Catford
Jeannine Cavender?Bares
Bruno E. L. Cerabolini
Marco Cervellini
Eduardo Chac�n?Madrigal
Kenneth Chapin
F. Stuart Chapin
Stefano Chelli
Si?Chong Chen
Anping Chen
Paolo Cherubini
Francesco Chianucci
Brendan Choat
Kyong?Sook Chung
Milan Chytr�
Daniela Ciccarelli
Llu�s Coll
Courtney G. Collins
Luisa Conti
David Coomes
Johannes H. C. Cornelissen
William K. Cornwell
Piermaria Corona
Marie Coyea
Joseph Craine
Dylan Craven
Joris P. G. M. Cromsigt
Anik� Csecserits
Katarina Cufar
Matthias Cuntz
Ana Carolina Silva
Kyla M. Dahlin
Matteo Dainese
Igor Dalke
Michele Dalle Fratte
Anh Tuan Dang?Le
Jir� Danihelka
Masako Dannoura
Samantha Dawson
Arend Jacobus Beer
Angel De Frutos
Jonathan R. De Long
Benjamin Dechant
Sylvain Delagrange
Nicolas Delpierre
G�raldine Derroire
Arildo S. Dias
Milton Hugo Diaz?Toribio
Panayiotis G. Dimitrakopoulos
Mark Dobrowolski
Daniel Doktor
Pavel D?evojan
Ning Dong
John Dransfield
Stefan Dressler
Leandro Duarte
Emilie Ducouret
Stefan Dullinger
Walter Durka
Remko Duursma
Olga Dymova
Anna E?Vojtk�
Rolf Lutz Eckstein
Hamid Ejtehadi
James Elser
Thaise Emilio
Kristine Engemann
Mohammad Bagher Erfanian
Alexandra Erfmeier
Adriane Esquivel?Muelbert
Gerd Esser
Marc Estiarte
Tomas F. Domingues
William F. Fagan
Jaime Fag�ndez
Daniel S. Falster
Ying Fan
Jingyun Fang
Emmanuele Farris
Fatih Fazlioglu
Yanhao Feng
Fernando Fernandez?Mendez
Carlotta Ferrara
Joice Ferreira
Alessandra Fidelis
Bryan Finegan
Jennifer Firn
Timothy J. Flowers
Dan F. B. Flynn
Veronika Fontana
Estelle Forey
Cristiane Forgiarini
Louis Fran�ois
Marcelo Frangipani
Dorothea Frank
Cedric Frenette?Dussault
Gr�goire T. Freschet
Ellen L. Fry
Nikolaos M. Fyllas
Guilherme G. Mazzochini
Sophie Gachet
Rachael Gallagher
Gislene Ganade
Francesca Ganga
Pablo Garc�a?Palacios
Ver�nica Gargaglione
Eric Garnier
Jose Luis Garrido
Andr� Lu�s Gasper
Guillermo Gea?Izquierdo
David Gibson
Andrew N. Gillison
Aelton Giroldo
Mary?Claire Glasenhardt
Sean Gleason
Mariana Gliesch
Emma Goldberg
Bastian G�ldel
Erika Gonzalez?Akre
Jose L. Gonzalez?Andujar
Andr�s Gonz�lez?Melo
Ana Gonz�lez?Robles
Bente Jessen Graae
Elena Granda
Sarah Graves
Walton A. Green
Thomas Gregor
Nicolas Gross
Greg R. Guerin
Angela G�nther
Alvaro G. Guti�rrez
Lillie Haddock
Anna Haines
Jefferson Hall
Alain Hambuckers
Wenxuan Han
Sandy P. Harrison
Wesley Hattingh
Joseph E. Hawes
Tianhua He
Pengcheng He
Jacob Mason Heberling
Aveliina Helm
Stefan Hempel
J�rn Hentschel
Bruno H�rault
Ana?Maria Here?
Katharina Herz
Myriam Heuertz
Thomas Hickler
Peter Hietz
Pedro Higuchi
Andrew L. Hipp
Andrew Hirons
Maria Hock
James Aaron Hogan
Karen Holl
Olivier Honnay
Daniel Hornstein
Enqing Hou
Nate Hough?Snee
Knut Anders Hovstad
Tomoaki Ichie
Boris Igi?
Estela Illa
Marney Isaac
Masae Ishihara
Leonid Ivanov
Larissa Ivanova
Colleen M. Iversen
Jordi Izquierdo
Robert B. Jackson
Benjamin Jackson
Herv� Jactel
Andrzej M. Jagodzinski
Ute Jandt
Steven Jansen
Thomas Jenkins
Anke Jentsch
Jens Rasmus Plantener Jespersen
Guo?Feng Jiang
Jesper Liengaard Johansen
David Johnson
Eric J. Jokela
Carlos Alfredo Joly
Gregory J. Jordan
Grant Stuart Joseph
Decky Junaedi
Robert R. Junker
Eric Justes
Richard Kabzems
Jeffrey Kane
Zdenek Kaplan
Teja Kattenborn
Lyudmila Kavelenova
Elizabeth Kearsley
Anne Kempel
Tanaka Kenzo
Andrew Kerkhoff
Mohammed I. Khalil
Nicole L. Kinlock
Wilm Daniel Kissling
Kaoru Kitajima
Thomas Kitzberger
Rasmus Kj�ller
Tamir Klein
Michael Kleyer
Jitka Klime�ov�
Joice Klipel
Brian Kloeppel
Stefan Klotz
Johannes M. H. Knops
Takashi Kohyama
Fumito Koike
Johannes Kollmann
Benjamin Komac
Kimberly Komatsu
Christian K�nig
Nathan J. B. Kraft
Koen Kramer
Holger Kreft
Ingolf K�hn
Dushan Kumarathunge
Jonas Kuppler
Hiroko Kurokawa
Yoko Kurosawa
Shem Kuyah
Jean?Paul Laclau
Benoit Lafleur
Erik Lallai
Eric Lamb
Andrea Lamprecht
Daniel J. Larkin
Daniel Laughlin
Yoann Le Bagousse?Pinguet
Guerric Maire
Peter C. Roux
Elizabeth Roux
Tali Lee
Frederic Lens
Simon L. Lewis
Barbara Lhotsky
Yuanzhi Li
Xine Li
Jeremy W. Lichstein
Mario Liebergesell
Jun Ying Lim
Yan?Shih Lin
Juan Carlos Linares
Chunjiang Liu
Daijun Liu
Udayangani Liu
Stuart Livingstone
Joan Llusi�
Madelon Lohbeck
�lvaro L�pez?Garc�a
Gabriela Lopez?Gonzalez
Zde?ka Lososov�
Fr�d�rique Louault
Bal�zs A. Luk�cs
Petr Luke�
Yunjian Luo
Michele Lussu
Siyan Ma
Camilla Maciel Rabelo Pereira
Michelle Mack
Vincent Maire
Annikki M�kel�
Harri M�kinen
Ana Claudia Mendes Malhado
Azim Mallik
Peter Manning
Stefano Manzoni
Zuleica Marchetti
Luca Marchino
Vinicius Marcilio?Silva
Eric Marcon
Michela Marignani
Lars Markesteijn
Adam Martin
Cristina Mart�nez?Garza
Jordi Mart�nez?Vilalta
Tereza Ma�kov�
Kelly Mason
Norman Mason
Tara Joy Massad
Jacynthe Masse
Itay Mayrose
James McCarthy
M. Luke McCormack
Katherine McCulloh
Ian R. McFadden
Brian J. McGill
Mara Y. McPartland
Juliana S. Medeiros
Belinda Medlyn
Pierre Meerts
Zia Mehrabi
Patrick Meir
Felipe P. L. Melo
Maurizio Mencuccini
C�line Meredieu
Julie Messier
Ilona M�sz�ros
Juha Metsaranta
Sean T. Michaletz
Chrysanthi Michelaki
Svetlana Migalina
Ruben Milla
Jesse E. D. Miller
Vanessa Minden
Ray Ming
Karel Mokany
Angela T. Moles
Attila Moln�r
Jane Molofsky
Martin Molz
Rebecca A. Montgomery
Arnaud Monty
Lenka Moravcov�
Alvaro Moreno?Mart�nez
Marco Moretti
Akira S. Mori
Shigeta Mori
Dave Morris
Jane Morrison
Ladislav Mucina
Sandra Mueller
Christopher D. Muir
Sandra Cristina M�ller
Fran�ois Munoz
Isla H. Myers?Smith
Randall W. Myster
Masahiro Nagano
Shawna Naidu
Ayyappan Narayanan
Balachandran Natesan
Luka Negoita
Andrew S. Nelson
Eike Lena Neuschulz
Jian Ni
Georg Niedrist
Jhon Nieto
�lo Niinemets
Rachael Nolan
Henning Nottebrock
Yann Nouvellon
Alexander Novakovskiy
Kristin Odden Nystuen
Anthony O'Grady
Kevin O'Hara
Andrew O'Reilly?Nugent
Simon Oakley
Walter Oberhuber
Toshiyuki Ohtsuka
Ricardo Oliveira
Kinga �llerer
Mark E. Olson
Vladimir Onipchenko
Yusuke Onoda
Renske E. Onstein
Jenny C. Ordonez
Noriyuki Osada
Ivika Ostonen
Gianluigi Ottaviani
Sarah Otto
Gerhard E. Overbeck
Wim A. Ozinga
Anna T. Pahl
C. E. Timothy Paine
Robin J. Pakeman
Aristotelis C. Papageorgiou
Evgeniya Parfionova
Meelis P�rtel
Marco Patacca
Susana Paula
Juraj Paule
Harald Pauli
Juli G. Pausas
Bego�a Peco
Josep Penuelas
Antonio Perea
Pablo Luis Peri
Ana Carolina Petisco?Souza
Alessandro Petraglia
Any Mary Petritan
Oliver L. Phillips
Simon Pierce
Val�rio D. Pillar
Jan Pisek
Alexandr Pomogaybin
Hendrik Poorter
Angelika Portsmuth
Peter Poschlod
Catherine Potvin
Devon Pounds
A. Shafer Powell
Sally A. Power
Andreas Prinzing
Giacomo Puglielli
Petr Py�ek
Valerie Raevel
Anja Rammig
Johannes Ransijn
Courtenay A. Ray
Peter B. Reich
Markus Reichstein
Douglas E. B. Reid
Maxime R�jou?M�chain
Victor Resco Dios
Sabina Ribeiro
Sarah Richardson
Kersti Riibak
Matthias C. Rillig
Fiamma Riviera
Elisabeth M. R. Robert
Scott Roberts
Bjorn Robroek
Adam Roddy
Arthur Vinicius Rodrigues
Alistair Rogers
Emily Rollinson
Victor Rolo
Christine R�mermann
Dina Ronzhina
Christiane Roscher
Julieta A. Rosell
Milena Fermina Rosenfield
Christian Rossi
David B. Roy
Samuel Royer?Tardif
Nadja R�ger
Ricardo Ruiz?Peinado
Sabine B. Rumpf
Graciela M. Rusch
Masahiro Ryo
Lawren Sack
Angela Salda�a
Beatriz Salgado?Negret
Roberto Salguero?Gomez
Ignacio Santa?Regina
Ana Carolina Santacruz?Garc�a
Joaquim Santos
Jordi Sardans
Brandon Schamp
Michael Scherer?Lorenzen
Matthias Schleuning
Bernhard Schmid
Marco Schmidt
Sylvain Schmitt
Julio V. Schneider
Simon D. Schowanek
Julian Schrader
Professor FRANZISKA SCHRODT FRANZISKA.SCHRODT1@NOTTINGHAM.AC.UK
PROFESSOR OF EARTH SYSTEM SCIENCE
Bernhard Schuldt
Frank Schurr
Galia Selaya Garvizu
Marina Semchenko
Colleen Seymour
Julia C. Sfair
Joanne M. Sharpe
Christine S. Sheppard
Serge Sheremetiev
Satomi Shiodera
Bill Shipley
Tanvir Ahmed Shovon
Alrun Siebenk�s
Carlos Sierra
Vasco Silva
Mateus Silva
Tommaso Sitzia
Henrik Sj�man
Martijn Slot
Nicholas G. Smith
Darwin Sodhi
Pamela Soltis
Douglas Soltis
Ben Somers
Gr�gory Sonnier
Mia Vedel S�rensen
Enio Egon Sosinski
Nadejda A. Soudzilovskaia
Alexandre F. Souza
Marko Spasojevic
Marta Gaia Sperandii
Amanda B. Stan
James Stegen
Klaus Steinbauer
J�rg G. Stephan
Frank Sterck
Dejan B. Stojanovic
Tanya Strydom
Maria Laura Suarez
Jens?Christian Svenning
Ivana Svitkov�
Marek Svitok
Miroslav Svoboda
Emily Swaine
Nathan Swenson
Marcelo Tabarelli
Kentaro Takagi
Ulrike Tappeiner
Rub�n Tarifa
Simon Tauugourdeau
Cagatay Tavsanoglu
Mariska Beest
Leho Tedersoo
Nelson Thiffault
Dominik Thom
Evert Thomas
Ken Thompson
Peter E. Thornton
Wilfried Thuiller
Lubom�r Tich�
David Tissue
Mark G. Tjoelker
David Yue Phin Tng
Joseph Tobias
P�ter T�r�k
Tonantzin Tarin
Jos� M. Torres?Ruiz
B�la T�thm�r�sz
Martina Treurnicht
Valeria Trivellone
Franck Trolliet
Volodymyr Trotsiuk
James L. Tsakalos
Ioannis Tsiripidis
Niklas Tysklind
Toru Umehara
Vladimir Usoltsev
Matthew Vadeboncoeur
Jamil Vaezi
Fernando Valladares
Jana Vamosi
Peter M. Bodegom
Michiel Breugel
Elisa Van Cleemput
Martine Weg
Stephni Merwe
Fons Plas
Masha T. Sande
Mark Kleunen
Koenraad Van Meerbeek
Mark Vanderwel
Kim Andr� Vanselow
Angelica V�rhammar
Laura Varone
Maribel Yesenia Vasquez Valderrama
Kiril Vassilev
Mark Vellend
Erik J. Veneklaas
Hans Verbeeck
Kris Verheyen
Alexander Vibrans
Ima Vieira
Jaime Villac�s
Cyrille Violle
Pandi Vivek
Katrin Wagner
Matthew Waldram
Anthony Waldron
Anthony P. Walker
Martyn Waller
Gabriel Walther
Han Wang
Feng Wang
Weiqi Wang
Harry Watkins
James Watkins
Ulrich Weber
James T. Weedon
Liping Wei
Patrick Weigelt
Evan Weiher
Aidan W. Wells
Camilla Wellstein
Elizabeth Wenk
Mark Westoby
Alana Westwood
Philip John White
Mark Whitten
Mathew Williams
Daniel E. Winkler
Klaus Winter
Chevonne Womack
Ian J. Wright
S. Joseph Wright
Justin Wright
Bruno X. Pinho
Fabiano Ximenes
Toshihiro Yamada
Keiko Yamaji
Ruth Yanai
Nikolay Yankov
Benjamin Yguel
K�tia Janaina Zanini
Amy E. Zanne
David Zelen�
Yun?Peng Zhao
Jingming Zheng
Ji Zheng
Kasia Ziemi?ska
Chad R. Zirbel
Georg Zizka
Iri� Casimir Zo?Bi
Gerhard Zotz
Christian Wirth
The Nutrient Network
Abstract
© 2019 The Authors. Global Change Biology published by John Wiley & Sons Ltd Plant traits—the morphological, anatomical, physiological, biochemical and phenological characteristics of plants—determine how plants respond to environmental factors, affect other trophic levels, and influence ecosystem properties and their benefits and detriments to people. Plant trait data thus represent the basis for a vast area of research spanning from evolutionary biology, community and functional ecology, to biodiversity conservation, ecosystem and landscape management, restoration, biogeography and earth system modelling. Since its foundation in 2007, the TRY database of plant traits has grown continuously. It now provides unprecedented data coverage under an open access data policy and is the main plant trait database used by the research community worldwide. Increasingly, the TRY database also supports new frontiers of trait-based plant research, including the identification of data gaps and the subsequent mobilization or measurement of new data. To support this development, in this article we evaluate the extent of the trait data compiled in TRY and analyse emerging patterns of data coverage and representativeness. Best species coverage is achieved for categorical traits—almost complete coverage for ‘plant growth form’. However, most traits relevant for ecology and vegetation modelling are characterized by continuous intraspecific variation and trait–environmental relationships. These traits have to be measured on individual plants in their respective environment. Despite unprecedented data coverage, we observe a humbling lack of completeness and representativeness of these continuous traits in many aspects. We, therefore, conclude that reducing data gaps and biases in the TRY database remains a key challenge and requires a coordinated approach to data mobilization and trait measurements. This can only be achieved in collaboration with other initiatives.
Citation
Kattge, J., Bönisch, G., Díaz, S., Lavorel, S., Prentice, I. C., Leadley, P., Tautenhahn, S., Werner, G. D. A., Aakala, T., Abedi, M., Acosta, A. T. R., Adamidis, G. C., Adamson, K., Aiba, M., Albert, C. H., Alcántara, J. M., Alcázar C, C., Aleixo, I., Ali, H., Amiaud, B., …The Nutrient Network. (2020). TRY plant trait database – enhanced coverage and open access. Global Change Biology, 26(1), 119-188. https://doi.org/10.1111/gcb.14904
Journal Article Type | Article |
---|---|
Acceptance Date | Sep 12, 2019 |
Online Publication Date | Dec 31, 2019 |
Publication Date | 2020-01 |
Deposit Date | Jan 6, 2020 |
Publicly Available Date | Jan 9, 2020 |
Journal | Global Change Biology |
Print ISSN | 1354-1013 |
Electronic ISSN | 1365-2486 |
Publisher | Wiley |
Peer Reviewed | Peer Reviewed |
Volume | 26 |
Issue | 1 |
Pages | 119-188 |
DOI | https://doi.org/10.1111/gcb.14904 |
Keywords | Ecology; Global and Planetary Change; General Environmental Science; Environmental Chemistry |
Public URL | https://nottingham-repository.worktribe.com/output/3662950 |
Publisher URL | https://onlinelibrary.wiley.com/doi/pdf/10.1111/gcb.14904 |
Additional Information | Received: 2019-08-15; Accepted: 2019-09-12; Published: 2019-12-31 |
Files
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Publisher Licence URL
https://creativecommons.org/licenses/by/4.0/
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