Skip to main content

Research Repository

Advanced Search

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...

TRY plant trait database – enhanced coverage and open access Thumbnail


Authors

Jens Kattge

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

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

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., …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




You might also like



Downloadable Citations