TRY plant trait database – enhanced coverage and open access

Jens Kattge, Sandra Díaz, Susanne Tautenhahn, Gijsbert D. A. Werner, Tuomas Aakala, Mehdi Abedi, Alicia T. R. Acosta, George C. Adamidis, Masahiro Aiba, Cécile H. Albert, Julio M. Alcántara, Carolina Alcázar, Izabela Aleixo, Hamada Ali, Christian Ammer, Carolyn Anderson, Deborah Mattos Guimarães Apgaua, Tia-Lynn Ashman, Gregory P. Asner, Michael AspinwallOwen Atkin, Isabelle Aubin, Lars Baastrup-Spohr, Khadijeh Bahalkeh, Michael Bahn, William J. Baker, Jan P. Bakker, Dennis Baldocchi, Jennifer Baltzer, Jos Barlow, Diego R. Barneche, Zdravko Baruch, Denis Bastianelli, John Battles, William Bauerle, Marijn Bauters, Michael Beckmann, Hans Beeckman, Carl Beierkuhnlein, 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-Römermann, Christof Bigler, Anne D. Bjorkman, Carolina Blanco, Benjamin Blonder, Dana Blumenthal, Kelly T. Bocanegra-González, Pascal Boeckx, Katrin Böhning-Gaese Böhning-Gaese, Laura Boisvert-Marsh, William Bond, Ben Bond-Lamberty, Arnoud Boom, Coline C. F. Boonman, Kauane Bordin, Elizabeth H. Boughton, Vanessa Boukili, Sandra Bravo, Marco Richard Brendel, Martin R. Broadley, Kerry A. Brown, Helge Bruelheide, Federico Brumnich, Hans Henrik Bruun, David Bruy, Solveig Franziska Bucher, Nina Buchmann, Robert Buitenwerf, Daniel E. Bunker, 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, Jesús Julio Camarero, Giandiego Campetella, Juan Antonio Campos, Roberto Canullo, Michele Carbognani, Fabio Carvalho, Fernando Casanoves, Bastien Castagneyrol, Jane A. Catford, Jeannine Cavender-Bares, Bruno E. L. Cerabolini, Marco Cervellini, Eduardo Chacón-Madrigal, Kenneth Chapin, F. Stuart Chapin, Stefano Chelli, Si-Chong Chen, Anping Chen, Paolo Cherubini, Francesco Chianucci, Brendan Choat, Kyong-Sook Chung, Milan Chytrý, Daniela Ciccarelli, Luisa Conti, David Coomes, Johannes H. C. Cornelissen, William K. Cornwell, Piermaria Corona, Joseph Craine, Dylan Craven, Anikó Csecserits, Katarina Cufar, Matthias Cuntz, Ana Carolina da Silva, Kyla M. Dahlin, Matteo Dainese, Igor Dalke, Michele Dalle Fratte, Anh Tuan Dang-Le, Jirí Danihelka, Masako Dannoura, Samantha Dawson, Angel De Frutos, Jonathan R. De Long, Benjamin Dechant, Nicolas Delpierre, Géraldine Derroire, Arildo S. Dias, Milton Hugo Diaz-Toribio, Panayiotis G. Dimitrakopoulos, Mark Dobrowolski, Pavel Dřevojan, Ning Dong, Leandro Duarte, Stefan Dullinger, Walter Durka, Olga Dymova, Anna E- Vojtkó, Rolf Lutz Eckstein, Hamid Ejtehadi, James Elser, Thaise Emilio, Kristine Engemann, Mohammad Bagher Erfanian, Adriane Esquivel-Muelbert, Marc Estiarte, Tomas F. Domingues, William F. Fagan, Jaime Fagúndez, Daniel S. Falster, Ying Fan, Emmanuele Farris, Fatih Fazlioglu, Yanhao Feng, Fernando Fernandez-Mendez, Joice Ferreira, Alessandra Fidelis, Jennifer Firn, Timothy J. Flowers, Dan F. B. Flynn, Estelle Forey, Cristiane Forgiarini, Louis François, Marcelo Frangipani, Grégoire T. Freschet, Ellen L. Fry, Nikolaos M. Fyllas, Guilherme G. Mazzochini, Rachael Gallagher, Pablo García-Palacios, Verónica Gargaglione, Eric Garnier, Jose Luis Garrido, André Luís de Gasper, Guillermo Gea-Izquierdo, David Gibson, Andrew N. Gillison, Aelton Giroldo, Sean Gleason, Mariana Gliesch, Erika Gonzalez-Akre, Jose L. Gonzalez-Andujar, Ana González-Robles, Bente Jessen Graae, Elena Granda, Sarah Graves, Thomas Gregor, Nicolas Gross, Greg R. Guerin, Alvaro G. Gutiérrez, Lillie Haddock, Jefferson Hall, Wenxuan Han, Sandy P. Harrison, Joseph E. Hawes, Pengcheng He, Jacob Mason Heberling, Aveliina Helm, Bruno Hérault, Ana-Maria Hereş, Katharina Herz, Myriam Heuertz, Peter Hietz, Pedro Higuchi, Andrew L. Hipp, Maria Hock, James Aaron Hogan, Karen Holl, Olivier Honnay, Enqing Hou, Nate Hough-Snee, Knut Anders Hovstad, Tomoaki Ichie, Boris Igić, Estela Illa, Marney Isaac, Masae Ishihara, Leonid Ivanov, Larissa Ivanova, Colleen M. Iversen, Jordi Izquierdo, Robert B. Jackson, Benjamin Jackson, Hervé Jactel, Andrzej M. Jagodzinski, Steven Jansen, Thomas Jenkins, Anke Jentsch, 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, Jeffrey Kane, Zdenek Kaplan, Teja Kattenborn, Elizabeth Kearsley, Anne Kempel, Tanaka Kenzo, Mohammed I. Khalil, Nicole L. Kinlock, Wilm Daniel Kissling, Kaoru Kitajima, Thomas Kitzberger, Rasmus Kjøller, Tamir Klein, Michael Kleyer, Jitka Klimešová, Joice Klipel, Brian Kloeppel, Takashi Kohyama, Fumito Koike, Johannes Kollmann, Kimberly Komatsu, Christian König, Nathan J. B. Kraft, Koen Kramer, Holger Kreft, Ingolf Kühn, Dushan Kumarathunge, Jonas Kuppler, Hiroko Kurokawa, Yoko Kurosawa, Shem Kuyah, Jean-Paul Laclau, Eric Lamb, Andrea Lamprecht, Daniel J. Larkin, Daniel Laughlin, Yoann Le Bagousse-Pinguet, Guerric le Maire, Peter C. le Roux, Elizabeth le Roux, Tali Lee, Frederic Lens, Simon L. Lewis, Yuanzhi Li, Jeremy W. Lichstein, Jun Ying Lim, Juan Carlos Linares, Daijun Liu, Udayangani Liu, Madelon Lohbeck, Álvaro López-García, Gabriela Lopez-Gonzalez, Zdeňka Lososová, Frédérique Louault, Balázs A. Lukács, Michele Lussu, Camilla Maciel Rabelo Pereira, Vincent Maire, Annikki Mäkelä, Harri Mäkinen, Ana Claudia Mendes Malhado, Azim Mallik, Peter Manning, Stefano Manzoni, Zuleica Marchetti, Vinicius Marcilio-Silva, Eric Marcon, Michela Marignani, Lars Markesteijn, Adam Martin, Cristina Martínez-Garza, Jordi Martínez-Vilalta, Tereza Mašková, Kelly Mason, Itay Mayrose, James McCarthy, M. Luke McCormack, Katherine McCulloh, Ian R. McFadden, Mara Y. McPartland, Belinda Medlyn, Zia Mehrabi, Patrick Meir, Felipe P. L. Melo, Maurizio Mencuccini, Céline Meredieu, Julie Messier, Sean T. Michaletz, Chrysanthi Michelaki, Ruben Milla, Jesse E. D. Miller, Vanessa Minden, Ray Ming, Karel Mokany, Angela T. Moles, Attila Molnár, Jane Molofsky, Arnaud Monty, Alvaro Moreno-Martínez, Marco Moretti, Akira S. Mori, Shigeta Mori, Dave Morris, Jane Morrison, Ladislav Mucina, Christopher D. Muir, Sandra Cristina Müller, François Munoz, Isla H. Myers-Smith, Balachandran Natesan, Luka Negoita, Andrew S. Nelson, Eike Lena Neuschulz, Jian Ni, Georg Niedrist, Ülo Niinemets, Rachael Nolan, Henning Nottebrock, Yann Nouvellon, Alexander Novakovskiy, Kristin Odden Nystuen, Kevin O'Hara, Andrew O'Reilly-Nugent, Simon Oakley, Walter Oberhuber, Toshiyuki Ohtsuka, Ricardo Oliveira, Kinga Öllerer, Mark E. Olson, Vladimir Onipchenko, Yusuke Onoda, Renske E. Onstein, Ivika Ostonen, Gianluigi Ottaviani, Sarah Otto, Gerhard E. Overbeck, Wim A. Ozinga, C. E. Timothy Paine, Robin J. Pakeman, Aristotelis C. Papageorgiou, Meelis Pärtel, Susana Paula, Juraj Paule, Harald Pauli, Juli G. Pausas, Begoña Peco, Josep Penuelas, Antonio Perea, Pablo Peri, Ana Carolina Petisco-Souza, Alessandro Petraglia, Any Mary Petritan, Oliver L. Phillips, Simon Pierce, Valério D. Pillar, Jan Pisek, Hendrik Poorter, Angelika Portsmuth, Peter Poschlod, A. Shafer Powell, Sally A. Power, Giacomo Puglielli, Petr Pyšek, Valerie Raevel, Courtenay A. Ray, Peter B. Reich, Douglas E. B. Reid, Maxime Réjou-Méchain, Victor Resco de Dios, Sabina Ribeiro, Sarah Richardson, Matthias C. Rillig, Fiamma Riviera, Elisabeth M. R. Robert, Bjorn Robroek, Adam Roddy, Arthur Vinicius Rodrigues, Alistair Rogers, Emily Rollinson, Victor Rolo, Christine Römermann, Dina Ronzhina, Christiane Roscher, Julieta A. Rosell, Milena Fermina Rosenfield, David B. Roy, Samuel Royer-Tardif, Nadja Rüger, Ricardo Ruiz-Peinado, Sabine B. Rumpf, Masahiro Ryo, Lawren Sack, Beatriz Salgado-Negret, Roberto Salguero-Gomez, Ignacio Santa-Regina, Ana Carolina Santacruz-García, 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, Franziska Schrodt, Frank Schurr, Galia Selaya Garvizu, Marina Semchenko, Julia C. Sfair, Christine S. Sheppard, Serge Sheremetiev, Satomi Shiodera, Bill Shipley, Tanvir Ahmed Shovon, Alrun Siebenkäs, Carlos Sierra, Vasco Silva, Mateus Silva, Tommaso Sitzia, Henrik Sjöman, Martijn Slot, Nicholas G. Smith, Darwin Sodhi, Pamela Soltis, Douglas Soltis, Ben Somers, Grégory Sonnier, Mia Vedel Sørensen, Enio Egon Sosinski, Nadejda A. Soudzilovskaia, Alexandre F. Souza, Marko Spasojevic, Marta Gaia Sperandii, Amanda B. Stan, James Stegen, Klaus Steinbauer, Jörg G. Stephan, Dejan B. Stojanovic, Jens-Christian Svenning, Ivana Svitkova, Marek Svitok, Miroslav Svoboda, Nathan Swenson, Marcelo Tabarelli, Kentaro Takagi, Ulrike Tappeiner, Rubén Tarifa, Simon Tauugourdeau, Cagatay Tavsanoglu, Mariska te Beest, Leho Tedersoo, Nelson Thiffault, Dominik Thom, Evert Thomas, Peter E. Thornton, Wilfried Thuiller, Lubomír Tichý, David Tissue, Mark G. Tjoelker, David Yue Phin Tng, Joseph Tobias, Péter Török, Tonantzin Tarin, José M. Torres-Ruiz, Béla Tóthmérész, Martina Treurnicht, Franck Trolliet, Volodymyr Trotsiuk, James L. Tsakalos, Ioannis Tsiripidis, Vladimir Usoltsev, Matthew Vadeboncoeur, Fernando Valladares, Jana Vamosi, Peter M. van Bodegom, Michiel van Breugel, Elisa Van Cleemput, Stephni van der Merwe, Masha T. van der Sande, Mark van Kleunen, Koenraad Van Meerbeek, Kim André Vanselow, Laura Varone, Maribel Yesenia Vasquez Valderrama, Kiril Vassilev, Mark Vellend, Erik J. Veneklaas, Hans Verbeeck, Kris Verheyen, Alexander Vibrans, Ima Vieira, Jaime Villacís, Cyrille Violle, Katrin Wagner, Anthony P. Walker, Martyn Waller, Han Wang, Feng Wang, Weiqi Wang, Harry Watkins, James T. Weedon, Liping Wei, Patrick Weigelt, Evan Weiher, Aidan W. Wells, Camilla Wellstein, Mark Westoby, Philip John White, Mathew Williams, Daniel E. Winkler, Ian J. Wright, S. Joseph Wright, Justin Wright, Bruno X. Pinho, Fabiano Ximenes, Toshihiro Yamada, Keiko Yamaji, Ruth Yanai, Amy E. Zanne, David Zelený, Jingming Zheng, Ji Zheng, Kasia Ziemińska, Chad R. Zirbel, Irié Casimir Zo-Bi, Gerhard Zotz

Research output: Contribution to journalArticlepeer-review

1235 Citations (Scopus)

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.
Original languageEnglish
Pages (from-to)119-188
Number of pages <span style="color:red"p> <font size="1.5"> ✽ </span> </font>70
JournalGlobal Change Biology
Volume26
Issue number1
DOIs
Publication statusPublished - 1 Jan 2020

Bibliographical note

Funding Information:
We would like to thank Stephen Long for the invitation to contribute to the special issue celebrating the 25th anniversary of Global Change Biology and the Executive Editor Rachel Shekar for her extraordinary support and patience handling this manuscript. We also thank the publisher for excellent support. We thank the two anonymous reviewers for valuable suggestions, which helped to substantially improve the manuscript. The TRY database is hosted, developed and maintained at the Max Planck Institute for Biogeochemistry (MPI-BGC) in Jena, Germany, in collaboration with the German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig. The TRY database receives additional funding by the Max Planck Society via the Max Planck Fellow Program for Christian Wirth. In addition, the TRY initiative has been supported by the International Programme of Biodiversity Science (DIVERSITAS), the International Geosphere-Biosphere Programme (IGBP), Future Earth, the French Foundation for Biodiversity Research (FRB), and GIS ‘Climat, Environnement et Société’ France. The TRY initiative is grateful for major support by Linda Maack and the IT Department at the MPI-BGC. We would like to thank all data contributors to TRY, who are not co-authors of this paper, that is Pierre Meerts, Jennifer Powers, Nina Koele, Henrik Balslev, John Briggs, Michael White and Robin Chazdon. V.O. thanks RSF (#19-14-00038). S.D. thanks CONICET, FONCyT and IAI. Finally, the TRY initiative is very grateful to all the numerous scientists not mentioned here measuring plant traits: without their work the TRY database would not exist.

Funding Information:
We would like to thank Stephen Long for the invitation to contribute to the special issue celebrating the 25th anniversary of Global Change Biology and the Executive Editor Rachel Shekar for her extraordinary support and patience handling this manuscript. We also thank the publisher for excellent support. We thank the two anonymous reviewers for valuable suggestions, which helped to substantially improve the manuscript. The TRY database is hosted, developed and maintained at the Max Planck Institute for Biogeochemistry (MPI‐BGC) in Jena, Germany, in collaboration with the German Centre for Integrative Biodiversity Research (iDiv) Halle‐Jena‐Leipzig. The TRY database receives additional funding by the Max Planck Society via the Max Planck Fellow Program for Christian Wirth. In addition, the TRY initiative has been supported by the International Programme of Biodiversity Science (DIVERSITAS), the International Geosphere‐Biosphere Programme (IGBP), Future Earth, the French Foundation for Biodiversity Research (FRB), and GIS ‘Climat, Environnement et Société’ France. The TRY initiative is grateful for major support by Linda Maack and the IT Department at the MPI‐BGC. We would like to thank all data contributors to TRY, who are not co‐authors of this paper, that is Pierre Meerts, Jennifer Powers, Nina Koele, Henrik Balslev, John Briggs, Michael White and Robin Chazdon. V.O. thanks RSF (#19‐14‐00038). S.D. thanks CONICET, FONCyT and IAI. Finally, the TRY initiative is very grateful to all the numerous scientists not mentioned here measuring plant traits: without their work the TRY database would not exist.

Publisher Copyright:
© 2019 The Authors. Global Change Biology published by John Wiley & Sons Ltd

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

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