TRY plant trait database - enhanced coverage and open access
Journal
Global change biology
Journal Volume
26
Journal Issue
1
Pages
119-188
Date Issued
2020-01-01
Author(s)
Kattge, Jens
Bönisch, Gerhard
Díaz, Sandra
Lavorel, Sandra
Prentice, Iain Colin
Leadley, Paul
Tautenhahn, Susanne
Werner, Gijsbert D A
Aakala, Tuomas
Abedi, Mehdi
Acosta, Alicia T R
Han, Wenxuan
Harrison, Sandy P
Hattingh, Wesley
Hawes, Joseph E
He, Tianhua
Apgaua, Deborah Mattos Guimarães
He, Pengcheng
Heberling, Jacob Mason
Helm, Aveliina
Cailleret, Maxime
E-Vojtkó, Anna
Hempel, Stefan
Hentschel, Jörn
Hérault, Bruno
Hereş, Ana-Maria
Herz, Katharina
Heuertz, Myriam
Hickler, Thomas
Ashman, Tia-Lynn
Hietz, Peter
Higuchi, Pedro
Eckstein, Rolf Lutz
Camac, James
Hipp, Andrew L
Hirons, Andrew
Hock, Maria
Hogan, James Aaron
Holl, Karen
Honnay, Olivier
Hornstein, Daniel
Hou, Enqing
Asmara, Degi Harja
Ejtehadi, Hamid
Hough-Snee, Nate
Adamidis, George C
Hovstad, Knut Anders
Ichie, Tomoaki
Igić, Boris
Illa, Estela
Isaac, Marney
Ishihara, Masae
Ivanov, Leonid
Ivanova, Larissa
Elser, James
Iversen, Colleen M
Asner, Gregory P
Camarero, Jesús Julio
Izquierdo, Jordi
Jackson, Robert B
Jackson, Benjamin
Jactel, Hervé
Jagodzinski, Andrzej M
Jandt, Ute
Jansen, Steven
Emilio, Thaise
Jenkins, Thomas
Jentsch, Anke
Jespersen, Jens Rasmus Plantener
Campany, Courtney
Aspinwall, Michael
Jiang, Guo-Feng
Johansen, Jesper Liengaard
Johnson, David
Jokela, Eric J
Joly, Carlos Alfredo
Engemann, Kristine
Jordan, Gregory J
Joseph, Grant Stuart
Junaedi, Decky
Junker, Robert R
Campetella, Giandiego
Justes, Eric
Atkin, Owen
Kabzems, Richard
Kane, Jeffrey
Kaplan, Zdenek
Erfanian, Mohammad Bagher
Kattenborn, Teja
Kavelenova, Lyudmila
Kearsley, Elizabeth
Kempel, Anne
Kenzo, Tanaka
Campos, Juan Antonio
Kerkhoff, Andrew
Khalil, Mohammed I
Aubin, Isabelle
Kinlock, Nicole L
Erfmeier, Alexandra
Kissling, Wilm Daniel
Kitajima, Kaoru
Kitzberger, Thomas
Kjøller, Rasmus
Klein, Tamir
Kleyer, Michael
Cano-Arboleda, Laura
Klimešová, Jitka
Klipel, Joice
Kloeppel, Brian
Esquivel-Muelbert, Adriane
Baastrup-Spohr, Lars
Klotz, Stefan
Knops, Johannes M H
Kohyama, Takashi
Koike, Fumito
Kollmann, Johannes
Komac, Benjamin
Canullo, Roberto
Komatsu, Kimberly
König, Christian
Amiaud, Bernard
Kraft, Nathan J B
Kramer, Koen
Bahalkeh, Khadijeh
Kreft, Holger
Kühn, Ingolf
Kumarathunge, Dushan
Kuppler, Jonas
Kurokawa, Hiroko
Carbognani, Michele
Kurosawa, Yoko
Burrascano, Sabina
Kuyah, Shem
Laclau, Jean-Paul
Lafleur, Benoit
Lallai, Erik
Bahn, Michael
Lamb, Eric
Lamprecht, Andrea
Larkin, Daniel J
Laughlin, Daniel
Carvalho, Fabio
Esser, Gerd
Le Bagousse-Pinguet, Yoann
le Maire, Guerric
le Roux, Peter C
le Roux, Elizabeth
Lee, Tali
Lens, Frederic
Baker, Timothy
Lewis, Simon L
Lhotsky, Barbara
Li, Yuanzhi
Estiarte, Marc
Casanoves, Fernando
Li, Xine
Lichstein, Jeremy W
Liebergesell, Mario
Lim, Jun Ying
Lin, Yan-Shih
Linares, Juan Carlos
Liu, Chunjiang
Baker, William J
Liu, Daijun
Domingues, Tomas F
Liu, Udayangani
Castagneyrol, Bastien
Livingstone, Stuart
Llusià, Joan
Lohbeck, Madelon
López-García, Álvaro
Lopez-Gonzalez, Gabriela
Lososová, Zdeňka
Louault, Frédérique
Lukács, Balázs A
Fagan, William F
Bakker, Jan P
Lukeš, Petr
Adamson, Kairi
Luo, Yunjian
Lussu, Michele
Ma, Siyan
Maciel Rabelo Pereira, Camilla
Mack, Michelle
Maire, Vincent
Mäkelä, Annikki
Fagúndez, Jaime
Mäkinen, Harri
Malhado, Ana Claudia Mendes
Baldocchi, Dennis
Catford, Jane A
Mallik, Azim
Manning, Peter
Manzoni, Stefano
Marchetti, Zuleica
Marchino, Luca
Marcilio-Silva, Vinicius
Falster, Daniel S
Marcon, Eric
Marignani, Michela
Markesteijn, Lars
Martin, Adam
Cavender-Bares, Jeannine
Baltzer, Jennifer
Martínez-Garza, Cristina
Martínez-Vilalta, Jordi
Mašková, Tereza
Mason, Kelly
Fan, Ying
Mason, Norman
Massad, Tara Joy
Masse, Jacynthe
Mayrose, Itay
McCarthy, James
Cerabolini, Bruno E L
McCormack, M Luke
Banerjee, Arindam
McCulloh, Katherine
McFadden, Ian R
Fang, Jingyun
McGill, Brian J
McPartland, Mara Y
Medeiros, Juliana S
Medlyn, Belinda
Meerts, Pierre
Mehrabi, Zia
Cervellini, Marco
Meir, Patrick
Melo, Felipe P L
Baranger, Anne
Farris, Emmanuele
Mencuccini, Maurizio
Meredieu, Céline
Messier, Julie
Mészáros, Ilona
Metsaranta, Juha
Michaletz, Sean T
Michelaki, Chrysanthi
Chacón-Madrigal, Eduardo
Migalina, Svetlana
Milla, Ruben
Fazlioglu, Fatih
Miller, Jesse E D
Barlow, Jos
Minden, Vanessa
Ming, Ray
Mokany, Karel
Moles, Angela T
Molnár, Attila
Molofsky, Jane
Chapin, Kenneth
Molz, Martin
Burslem, David F R P
Montgomery, Rebecca A
Monty, Arnaud
Moravcová, Lenka
Barneche, Diego R
Moreno-Martínez, Alvaro
Moretti, Marco
Mori, Akira S
Mori, Shigeta
Morris, Dave
Chapin, F Stuart
Ammer, Christian
Morrison, Jane
Mucina, Ladislav
Mueller, Sandra
Muir, Christopher D
Müller, Sandra Cristina
Baruch, Zdravko
Munoz, François
Myers-Smith, Isla H
Myster, Randall W
Nagano, Masahiro
Feng, Yanhao
Chelli, Stefano
Naidu, Shawna
Narayanan, Ayyappan
Natesan, Balachandran
Negoita, Luka
Nelson, Andrew S
Neuschulz, Eike Lena
Bastianelli, Denis
Ni, Jian
Niedrist, Georg
Fernandez-Mendez, Fernando
Nieto, Jhon
Chen, Si-Chong
Niinemets, Ülo
Nolan, Rachael
Nottebrock, Henning
Nouvellon, Yann
Novakovskiy, Alexander
Nystuen, Kristin Odden
O'Grady, Anthony
Battles, John
Ferrara, Carlotta
O'Hara, Kevin
O'Reilly-Nugent, Andrew
Chen, Anping
Oakley, Simon
Oberhuber, Walter
Ohtsuka, Toshiyuki
Oliveira, Ricardo
Öllerer, Kinga
Olson, Mark E
Onipchenko, Vladimir
Ferreira, Joice
Onoda, Yusuke
Bauerle, William
Onstein, Renske E
Aiba, Masahiro
Ordonez, Jenny C
Osada, Noriyuki
Ostonen, Ivika
Ottaviani, Gianluigi
Otto, Sarah
Overbeck, Gerhard E
Fidelis, Alessandra
Ozinga, Wim A
Pahl, Anna T
Paine, C E Timothy
Bauters, Marijn
Cherubini, Paolo
Pakeman, Robin J
Papageorgiou, Aristotelis C
Parfionova, Evgeniya
Pärtel, Meelis
Patacca, Marco
Finegan, Bryan
Paula, Susana
Paule, Juraj
Pauli, Harald
Pausas, Juli G
Peco, Begoña
Chianucci, Francesco
Bazzato, Erika
Penuelas, Josep
Perea, Antonio
Peri, Pablo Luis
Firn, Jennifer
Petisco-Souza, Ana Carolina
Petraglia, Alessandro
Petritan, Any Mary
Phillips, Oliver L
Pierce, Simon
Pillar, Valério D
Choat, Brendan
Pisek, Jan
Beckmann, Michael
Pomogaybin, Alexandr
Flowers, Timothy J
Poorter, Hendrik
Portsmuth, Angelika
Poschlod, Peter
Potvin, Catherine
Pounds, Devon
Powell, A Shafer
Power, Sally A
Chung, Kyong-Sook
Prinzing, Andreas
Puglielli, Giacomo
Flynn, Dan F B
Beeckman, Hans
Pyšek, Petr
Raevel, Valerie
Rammig, Anja
Ransijn, Johannes
Ray, Courtenay A
Reich, Peter B
Reichstein, Markus
Chytrý, Milan
Reid, Douglas E B
Butterfield, Bradley J
Réjou-Méchain, Maxime
de Dios, Victor Resco
Beierkuhnlein, Carl
Ribeiro, Sabina
Richardson, Sarah
Riibak, Kersti
Rillig, Matthias C
Riviera, Fiamma
Robert, Elisabeth M R
Ciccarelli, Daniela
Fontana, Veronika
Roberts, Scott
Robroek, Bjorn
Roddy, Adam
Rodrigues, Arthur Vinicius
Bekker, Renee
Rogers, Alistair
Rollinson, Emily
Rolo, Victor
Römermann, Christine
Ronzhina, Dina
Amoroso, Mariano M
Coll, Lluís
Roscher, Christiane
Rosell, Julieta A
Rosenfield, Milena Fermina
Rossi, Christian
Roy, David B
Belfry, Gavin
Royer-Tardif, Samuel
Rüger, Nadja
Ruiz-Peinado, Ricardo
Forey, Estelle
Rumpf, Sabine B
Collins, Courtney G
Rusch, Graciela M
Ryo, Masahiro
Sack, Lawren
Saldaña, Angela
Salgado-Negret, Beatriz
Salguero-Gomez, Roberto
Belluau, Michael
Santa-Regina, Ignacio
Forgiarini, Cristiane
Santacruz-García, Ana Carolina
Santos, Joaquim
Conti, Luisa
Sardans, Jordi
Schamp, Brandon
Scherer-Lorenzen, Michael
Schleuning, Matthias
Schmid, Bernhard
Schmidt, Marco
Schmitt, Sylvain
François, Louis
Beloiu, Mirela
Schneider, Julio V
Schowanek, Simon D
Coomes, David
Schrader, Julian
Schrodt, Franziska
Schuldt, Bernhard
Schurr, Frank
Selaya Garvizu, Galia
Semchenko, Marina
Frangipani, Marcelo
Seymour, Colleen
Sfair, Julia C
Benavides, Raquel
Sharpe, Joanne M
Albert, Cécile H
Sheppard, Christine S
Sheremetiev, Serge
Shiodera, Satomi
Shipley, Bill
Shovon, Tanvir Ahmed
Frank, Dorothea
Siebenkäs, Alrun
Sierra, Carlos
Silva, Vasco
Silva, Mateus
Benomar, Lahcen
Cornelissen, Johannes H C
Sitzia, Tommaso
Sjöman, Henrik
Slot, Martijn
Smith, Nicholas G
Frenette-Dussault, Cedric
Sodhi, Darwin
Soltis, Pamela
Soltis, Douglas
Somers, Ben
Sonnier, Grégory
Sørensen, Mia Vedel
Cornwell, William K
Berdugo-Lattke, Mary Lee
Sosinski, Enio Egon
Soudzilovskaia, Nadejda A
Freschet, Grégoire T
Souza, Alexandre F
Spasojevic, Marko
Sperandii, Marta Gaia
Stan, Amanda B
Stegen, James
Steinbauer, Klaus
Stephan, Jörg G
Corona, Piermaria
Sterck, Frank
Berenguer, Erika
Fry, Ellen L
Stojanovic, Dejan B
Strydom, Tanya
Suarez, Maria Laura
Svenning, Jens-Christian
Svitková, Ivana
Svitok, Marek
Svoboda, Miroslav
Swaine, Emily
Coyea, Marie
Swenson, Nathan
Byun, Chaeho
Tabarelli, Marcelo
Bergamin, Rodrigo
Takagi, Kentaro
Tappeiner, Ulrike
Tarifa, Rubén
Tauugourdeau, Simon
Tavsanoglu, Cagatay
Te Beest, Mariska
Tedersoo, Leho
Craine, Joseph
Fyllas, Nikolaos M
Thiffault, Nelson
Thom, Dominik
Thomas, Evert
Bergmann, Joana
Thompson, Ken
Thornton, Peter E
Thuiller, Wilfried
Tichý, Lubomír
Tissue, David
Tjoelker, Mark G
Mazzochini, Guilherme G
Craven, Dylan
Tng, David Yue Phin
Tobias, Joseph
Török, Péter
Tarin, Tonantzin
Bergmann Carlucci, Marcos
Torres-Ruiz, José M
Tóthmérész, Béla
Treurnicht, Martina
Trivellone, Valeria
Anand, Madhur
Trolliet, Franck
Cromsigt, Joris P G M
Trotsiuk, Volodymyr
Tsakalos, James L
Tsiripidis, Ioannis
Tysklind, Niklas
Umehara, Toru
Berner, Logan
Usoltsev, Vladimir
Vadeboncoeur, Matthew
Gachet, Sophie
Vaezi, Jamil
Valladares, Fernando
Csecserits, Anikó
Vamosi, Jana
van Bodegom, Peter M
van Breugel, Michiel
Van Cleemput, Elisa
van de Weg, Martine
van der Merwe, Stephni
Bernhardt-Römermann, Markus
Gallagher, Rachael
van der Plas, Fons
van der Sande, Masha T
van Kleunen, Mark
Cufar, Katarina
Van Meerbeek, Koenraad
Vanderwel, Mark
Vanselow, Kim André
Vårhammar, Angelica
Varone, Laura
Vasquez Valderrama, Maribel Yesenia
Ganade, Gislene
Vassilev, Kiril
Bigler, Christof
Vellend, Mark
Veneklaas, Erik J
Cuntz, Matthias
Verbeeck, Hans
Verheyen, Kris
Vibrans, Alexander
Vieira, Ima
Villacís, Jaime
Ganga, Francesca
Violle, Cyrille
Vivek, Pandi
Wagner, Katrin
Bjorkman, Anne D
Waldram, Matthew
Alcántara, Julio M
Waldron, Anthony
Walker, Anthony P
Waller, Martyn
Walther, Gabriel
García-Palacios, Pablo
Wang, Han
Wang, Feng
Wang, Weiqi
Watkins, Harry
Watkins, James
Blackman, Chris
da Silva, Ana Carolina
Weber, Ulrich
Weedon, James T
Wei, Liping
Gargaglione, Verónica
Weigelt, Patrick
Weiher, Evan
Wells, Aidan W
Wellstein, Camilla
Wenk, Elizabeth
Westoby, Mark
Westwood, Alana
Dahlin, Kyla M
Blanco, Carolina
White, Philip John
Garnier, Eric
Whitten, Mark
Williams, Mathew
Winkler, Daniel E
Winter, Klaus
Womack, Chevonne
Wright, Ian J
Wright, S Joseph
Wright, Justin
Dainese, Matteo
Pinho, Bruno X
Marques, Marcia
Blonder, Benjamin
Ximenes, Fabiano
Yamada, Toshihiro
Yamaji, Keiko
Yanai, Ruth
Yankov, Nikolay
Yguel, Benjamin
Zanini, Kátia Janaina
Zanne, Amy E
Dalke, Igor
Garrido, Jose Luis
Zhao, Yun-Peng
Blumenthal, Dana
Zheng, Jingming
Zheng, Ji
Ziemińska, Kasia
Zirbel, Chad R
Zizka, Georg
Zo-Bi, Irié Casimir
Zotz, Gerhard
de Gasper, André Luís
Dalle Fratte, Michele
Wirth, Christian
Bocanegra-González, Kelly T
Boeckx, Pascal
Bohlman, Stephanie
Böhning-Gaese, Katrin
Boisvert-Marsh, Laura
Bond, William
Bond-Lamberty, Ben
Boom, Arnoud
Gea-Izquierdo, Guillermo
Boonman, Coline C F
Dang-Le, Anh Tuan
Bordin, Kauane
Boughton, Elizabeth H
Boukili, Vanessa
Bowman, David M J S
Bravo, Sandra
Brendel, Marco Richard
Broadley, Martin R
Brown, Kerry A
Anderson, Carolyn
Bruelheide, Helge
Brumnich, Federico
Danihelka, Jirí
Bruun, Hans Henrik
Bruy, David
Buchanan, Serra W
Bucher, Solveig Franziska
Buchmann, Nina
Buitenwerf, Robert
Bunker, Daniel E
Gibson, David
Bürger, Jana
Dannoura, Masako
Dawson, Samantha
de Beer, Arend Jacobus
Alcázar C, Carolina
De Frutos, Angel
De Long, Jonathan R
Dechant, Benjamin
Delagrange, Sylvain
Delpierre, Nicolas
Gillison, Andrew N
Derroire, Géraldine
Dias, Arildo S
Diaz-Toribio, Milton Hugo
Dimitrakopoulos, Panayiotis G
Dobrowolski, Mark
Aleixo, Izabela
Doktor, Daniel
Dřevojan, Pavel
Dong, Ning
Dransfield, John
Giroldo, Aelton
Dressler, Stefan
Duarte, Leandro
Ducouret, Emilie
Dullinger, Stefan
Durka, Walter
Duursma, Remko
Ali, Hamada
Dymova, Olga
Glasenhardt, Mary-Claire
Gleason, Sean
Gliesch, Mariana
Scalon, Marina C
Goldberg, Emma
Göldel, Bastian
Gonzalez-Akre, Erika
Gonzalez-Andujar, Jose L
Anten, Niels
González-Melo, Andrés
González-Robles, Ana
Graae, Bente Jessen
Granda, Elena
Graves, Sarah
Caccianiga, Marco
Green, Walton A
Gregor, Thomas
Gross, Nicolas
Guerin, Greg R
Günther, Angela
Antos, Joseph
Gutiérrez, Alvaro G
Haddock, Lillie
Haines, Anna
Hall, Jefferson
Cadotte, Marc
Hambuckers, Alain
Abstract
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.
Subjects
TRY plant trait database; data coverage; data integration; data representativeness; functional diversity; plant traits
Other Subjects
biodiversity; data processing; database; ecological modeling; environmental factor; growth; intraspecific competition; access to information; biodiversity; ecology; ecosystem; plant; Access to Information; Biodiversity; Ecology; Ecosystem; Plants
Publisher
Blackwell Publishing Ltd
Type
journal article