Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/36507
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dc.contributor.authorJoswig, Julia S.-
dc.contributor.authorWirth, Christian-
dc.contributor.authorSchuman, Meredith C.-
dc.contributor.authorKattge, Jens-
dc.contributor.authorReu, Bjorn-
dc.contributor.authorWright, Ian J.-
dc.contributor.authorSippel, Sebastian D.-
dc.contributor.authorRueger, Nadja-
dc.contributor.authorRichter, Ronny-
dc.contributor.authorSchaepman, Michael E.-
dc.contributor.authorvan Bodegom, Peter M.-
dc.contributor.authorCornelissen, J. H. C.-
dc.contributor.authorDiaz, Sandra-
dc.contributor.authorHattingh, Wesley N.-
dc.contributor.authorKramer, Koen-
dc.contributor.authorLens, Frederic-
dc.contributor.authorNiinemets, Ulo-
dc.contributor.authorReich, Peter B.-
dc.contributor.authorReichstein, Markus-
dc.contributor.authorRoemermann, Christine-
dc.contributor.authorSchrodt, Franziska-
dc.contributor.authorAnand, Madhur-
dc.contributor.authorBahn, Michael-
dc.contributor.authorByun, Chaeho-
dc.contributor.authorCampetella, Giandiego-
dc.contributor.authorCerabolini, Bruno E. L.-
dc.contributor.authorCraine, Joseph M.-
dc.contributor.authorGonzalez-Melo, Andres-
dc.contributor.authorGutierrez, Alvaro G.-
dc.contributor.authorHe , Tianhua-
dc.contributor.authorHiguchi, Pedro-
dc.contributor.authorJactel, Herve-
dc.contributor.authorKraft, Nathan J. B.-
dc.contributor.authorMinden, Vanessa-
dc.contributor.authorOnipchenko, Vladimir-
dc.contributor.authorPenuelas, Josep-
dc.contributor.authorPillar, Valerio D.-
dc.contributor.authorSosinski, Enio-
dc.contributor.authorSOUDZILOVSKAIA, Nadia-
dc.contributor.authorWeiher, Evan-
dc.contributor.authorMahecha, Miguel D.-
dc.date.accessioned2022-01-17T13:31:37Z-
dc.date.available2022-01-17T13:31:37Z-
dc.date.issued2022-
dc.date.submitted2022-01-17T06:21:15Z-
dc.identifier.citationNature ecology & evolution, 6(1) , p. 36-51-
dc.identifier.urihttp://hdl.handle.net/1942/36507-
dc.description.abstractThe authors investigate the broad-scale climatological and soil properties that co-vary with major axes of plant functional traits. They find that variation in plant size is attributed to latitudinal gradients in water or energy limitation, while variation in leaf economics traits is attributed to both climate and soil fertility including their interaction. Plant functional traits can predict community assembly and ecosystem functioning and are thus widely used in global models of vegetation dynamics and land-climate feedbacks. Still, we lack a global understanding of how land and climate affect plant traits. A previous global analysis of six traits observed two main axes of variation: (1) size variation at the organ and plant level and (2) leaf economics balancing leaf persistence against plant growth potential. The orthogonality of these two axes suggests they are differently influenced by environmental drivers. We find that these axes persist in a global dataset of 17 traits across more than 20,000 species. We find a dominant joint effect of climate and soil on trait variation. Additional independent climate effects are also observed across most traits, whereas independent soil effects are almost exclusively observed for economics traits. Variation in size traits correlates well with a latitudinal gradient related to water or energy limitation. In contrast, variation in economics traits is better explained by interactions of climate with soil fertility. These findings have the potential to improve our understanding of biodiversity patterns and our predictions of climate change impacts on biogeochemical cycles.-
dc.description.sponsorshipThe study was supported by the TRY initiative on plant traits (http://www.try-db. org). The TRY database is hosted at the Max Planck Institute for Biogeochemistry (MPI BGC, Germany) and supported by Future Earth and the German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig. We would like to thank all PIs contributing to the TRY database, whose efforts allowed this analysis. In detail, we thank: J.H.C. Cornelissen, R. Milla, W. Cornwell, K. Kramer, S. Gachet, Ingolf Kühn, P. Poschlod, M. Scherer, J. Pausas, B. Sandal, K. Verheyen, J. Penuelas, N. Soudzilovskaia, P. Reich, J. Fang, S. Harrison, R. Gallagher, B. Hawkins, B. Finegan, J. Powers, F. Lenti, S. Higgins, B. Medlyn, H. Ford, V. Pillar, M. Bahn, E. Sosinski, T. He, B. Cerabolini, J. Cavender-Bares, I. J. Wright, F. Louault, B. Amiaud, G. Gonzalez-Melo, P. Adler, F. Schurr, J. Craine, Y. Niinemets, A. Zanne, H. Jactel, M. Harze, R. Montgomery, C. Römermann, T. Hickler, A. Pahl, M. Dainese, D. Kirkup, J. Dickie, W. Hattingh, P. Higuchi, T. Domingues, A. Araujo, M. Williams, C. Price, B. Shipley, L. Sack, B. Schamp, W. Han, Y. Onoda, K. Fleischer, J.P. Wright, G. Guerin, F. de Vries, D.D. Baldocchi, J. Kattge, B. Blonder, K. Brown, D. Campetella, G. Frechet, Q. Read, N. G. Swenson, V. Lanta, E. Weiher, M. Leishman, A. Siefert, M. Spasojevic, R. Jackson, J. Messier, S. J. Wright, D. Craven, J. Molofsky, P. Meir, E. Forey, A. Totte, C. Frenette Dussault, O. Atkin, F. Koike, D. Laughlin, S. Burrascano, K. Ollerer, N. Gross, A. Madhur, P. Begonna, B. Bond-Lamberty, B. von Holle, W. Green, B. Yguel, A. C. Malhado, P. Manning, G. Zotz, E. Lamb, J. Fagundez, Z. Wang, S. Diaz, C. Byun, W. Bond, B. Enquist, C. Baraloto, P. Manning, M. Kleyer, W. Ozinga, J. Ordonez, J. Lloyd, H. Poorter, E. Garnier, F. Valladares, C. Pladevall, G. Freschet, M. Moretti, H. Kurokawa, V. Minden, A. Demey, F. Férnandez-Méndez, J. Butterfield, T. Domingu, E. Swaine, L. Poorter, S. Shiodera, T. Chapin, M. Beckmann, J.A. Gutierrez, M. Mencuccini, S. Jansen, and N. J. B. Kraft. We appreciate the discussions at the MPI BGC. We thank F. Fazayeli for preparing the gap-filled trait data. We thank F. Gans and U. Weber for preparing ancillary data and B. Ahrens for pointing out some soil data availability. We acknowledge Environmental Systems Research Institute (ESRI) and its licensor(s) for the Geodata product of the Missions Database ‘ArcWorld Supplement’ (GMI), published by Global Mapping International and originated from Global Mapping International for producing Extended Data Fig. 1 and Supplementary Fig. 7 and available in ArcGIS software by ESRI. ArcGIS and ArcMap are the intellectual property of ESRI and are used herein under license. For more information about ESRI software, please visit www.esri.com. The authors affiliated with the MPI BGC acknowledge funding by the European Union’s Horizon 2020 project BACI under grant agreement no. 640176. We are thankful to the data providers for the SoilGrids, hosted by ISRIC. J.S.J. acknowledges the International Max Planck Research School for global biogeochemical cycles. J.S.J., M.E.S. and M.C.S. acknowledge support from the University of Zurich University Research Priority Program on Global Change and Biodiversity. P.B.R., M.E.S. and M.C.S. acknowledge membership in the US NSF 20-508 BII-Implementation project, ‘The causes and consequences of plant biodiversity across scales in a rapidly changing world’. M.E.S. acknowledges the NOMIS grant of Remotely Sensing Ecological Genomics that funds J.S.J. and M.C.S. C.W. acknowledges the support of the Max Planck Society via its fellowship programme. N.R. was funded by a research grant from Deutsche Forschungsgemeinschaft DFG (RU 1536/3-1). K.K. was supported by the project Resilient Forests (KB-29-009-003) of the Dutch Ministry of Economic Affairs. The trait data supplied were co-funded by the EU-FP7-KBBE project: BACCARA—Biodiversity and climate change, a risk analysis (project ID 226299). I.W. acknowledges support from the Australian Research Council (DP170103410). J.P. acknowledges financial support from the European Research Council Synergy grant ERC-SyG-2013-610028 IMBALANCE-P. N.A.S. is financed by a VIDI grant (016.161.318) issued by the Netherlands Organization of Scientific Research. The data V.M. provided were funded by II. Oldenburgischer Deichband and the Wasserverbandstag e.V. (NWS 10/05). We thank M. Kleyer for his critical input. P.H. and V.D.P. have been supported by CNPq (grant nos 369617/2017-2 and 307689/2014-0, respectively). C.B. was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (2018R1C1B6005351). A.G.G. was funded by FONDECYT grant nos 11150835 and 1200468. V.O. thanks Russian science foundation (RSF, 19-14-00038) for financial support.-
dc.language.isoen-
dc.publisherNATURE PORTFOLIO-
dc.rightsThe Author(s) 2021 Open Access This article is licensed under a Creative Commons Atribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons. org/licenses/by/4.0/.-
dc.titleClimatic and soil factors explain the two-dimensional spectrum of global plant trait variation-
dc.typeJournal Contribution-
dc.identifier.epage51-
dc.identifier.issue1-
dc.identifier.spage36-
dc.identifier.volume6-
local.format.pages19-
local.bibliographicCitation.jcatA1-
dc.description.notesJoswig, JS (corresponding author), Max Planck Inst Biogeochem, Jena, Germany.; Joswig, JS (corresponding author), Univ Zurich, Dept Geog, Remote Sensing Labs, Zurich, Switzerland.-
dc.description.notesjuliajoswigjj@gmail.com-
local.publisher.placeHEIDELBERGER PLATZ 3, BERLIN, 14197, GERMANY-
local.type.refereedRefereed-
local.type.specifiedArticle-
local.type.programmeH2020-
local.relation.h2020640176-
dc.identifier.doi10.1038/s41559-021-01616-8-
dc.identifier.pmid34949824-
dc.identifier.isiWOS:000733709100011-
dc.contributor.orcidMahecha, Miguel D/0000-0003-3031-613X; Bahn,-
dc.contributor.orcidMichael/0000-0001-7482-9776; De Patta Pillar,-
dc.contributor.orcidValerio/0000-0001-6408-2891; Schuman, Meredith/0000-0003-3159-3534-
local.provider.typewosris-
local.description.affiliation[Joswig, Julia S.; Wirth, Christian; Kattge, Jens; Reichstein, Markus] Max Planck Inst Biogeochem, Jena, Germany.-
local.description.affiliation[Joswig, Julia S.; Schuman, Meredith C.; Schaepman, Michael E.] Univ Zurich, Dept Geog, Remote Sensing Labs, Zurich, Switzerland.-
local.description.affiliation[Wirth, Christian; Kattge, Jens; Rueger, Nadja; Richter, Ronny; Reichstein, Markus; Roemermann, Christine; Mahecha, Miguel D.] German Ctr Integrat Biodivers Res iDiv, Leipzig, Germany.-
local.description.affiliation[Wirth, Christian; Richter, Ronny] Univ Leipzig, Inst Systemat Bot & Funct Biodivers, Leipzig, Germany.-
local.description.affiliation[Schuman, Meredith C.] Univ Zurich, Dept Chem, Zurich, Switzerland.-
local.description.affiliation[Reu, Bjorn] Univ Ind Santander, Escuela Biol, Bucaramanga, Colombia.-
local.description.affiliation[Wright, Ian J.] Macquarie Univ, Dept Biol Sci, Sydney, NSW, Australia.-
local.description.affiliation[Sippel, Sebastian D.] Swiss Fed Inst Technol, Inst Atmospher & Climate Sci, Zurich, Switzerland.-
local.description.affiliation[Sippel, Sebastian D.] Norwegian Inst Bioecon Res, Oslo, Norway.-
local.description.affiliation[Rueger, Nadja] Univ Leipzig, Dept Econ, Leipzig, Germany.-
local.description.affiliation[Rueger, Nadja] Smithsonian Trop Res Inst, Ancon, Panama.-
local.description.affiliation[Richter, Ronny] Univ Leipzig, Inst Geog, Geoinformat & Remote Sensing, Leipzig, Germany.-
local.description.affiliation[van Bodegom, Peter M.] Leiden Univ, Inst Environm Sci, Environm Biol Dept, CML, Leiden, Netherlands.-
local.description.affiliation[Cornelissen, J. H. C.] Vrije Univ Amsterdam, Dept Ecol Sci, Syst Ecol, Fac Sci, Amsterdam, Netherlands.-
local.description.affiliation[Diaz, Sandra] Univ Nacl Cordoba, Inst Multidisciplinario Biol Vegetal IMBIV, CONICET, Cordoba, Argentina.-
local.description.affiliation[Diaz, Sandra] Univ Nacl Cordoba, FCEFyN, Cordoba, Argentina.-
local.description.affiliation[Hattingh, Wesley N.] Nova Pioneer, Global Syst & Analyt, Johannesburg, South Africa.-
local.description.affiliation[Kramer, Koen] Wageningen Univ, Chairgrp Forest Ecol & Forest Management, Wageningen, Netherlands.-
local.description.affiliation[Kramer, Koen] Land Life Co, Amsterdam, Netherlands.-
local.description.affiliation[Lens, Frederic] Naturalis Biodivers Ctr, Res Grp Funct Traits, Leiden, Netherlands.-
local.description.affiliation[Lens, Frederic] Leiden Univ, Inst Biol Leiden, Plant Sci, Leiden, Netherlands.-
local.description.affiliation[Niinemets, Ulo] Estonian Univ Life Sci, Tartu, Estonia.-
local.description.affiliation[Reich, Peter B.] Univ Minnesota, Dept Forest Resources, St Paul, MN 55108 USA.-
local.description.affiliation[Reich, Peter B.] Western Sydney Univ, Hawkesbury Inst Environm, Penrith, NSW, Australia.-
local.description.affiliation[Reich, Peter B.] Univ Michigan, Inst Global Change Biol, Ann Arbor, MI 48109 USA.-
local.description.affiliation[Reich, Peter B.] Univ Michigan, Sch Environm & Sustainabil, Ann Arbor, MI 48109 USA.-
local.description.affiliation[Roemermann, Christine] Friedrich Schiller Univ, Inst Ecol & Evolut, Dept Plant Biodivers, Jena, Germany.-
local.description.affiliation[Schrodt, Franziska] Univ Nottingham, Sch Geog, Nottingham, England.-
local.description.affiliation[Anand, Madhur] Univ Guelph, Sch Environm Sci, Guelph, ON, Canada.-
local.description.affiliation[Bahn, Michael] Univ Innsbruck, Dept Ecol, Innsbruck, Austria.-
local.description.affiliation[Byun, Chaeho] Andong Natl Univ, Dept Biol Sci & Biotechnol, Andong, South Korea.-
local.description.affiliation[Campetella, Giandiego] Univ Camerino, Sch Biosci & Vet Med, Plant Divers & Ecosyst Management Unit, Camerino, Italy.-
local.description.affiliation[Cerabolini, Bruno E. L.] Univ Insubria, Dept Biotechnol & Life Sci DBSV, Varese, Italy.-
local.description.affiliation[Craine, Joseph M.] Jonah Ventures LLC, Boulder, CO USA.-
local.description.affiliation[Gonzalez-Melo, Andres] Univ Rosario, Fac Ciencias Nat & Matemat, Bogota, Colombia.-
local.description.affiliation[Gutierrez, Alvaro G.] Univ Chile, Fac Ciencias Agron, Dept Ciencias Ambient & Recursos Nat Renovables, Santiago, Chile.-
local.description.affiliation[He, Tianhua] Curtin Univ, Sch Mol & Life Sci, Perth, WA, Australia.-
local.description.affiliation[He, Tianhua] Murdoch Univ, Coll Sci Hlth Engn & Educ, Murdoch, WA, Australia.-
local.description.affiliation[Higuchi, Pedro] Univ Estado Santa, Dept Forestry, Lages, SC, Brazil.-
local.description.affiliation[Jactel, Herve] Univ Bordeaux, BIOGECO, INRAE, Cestas, France.-
local.description.affiliation[Kraft, Nathan J. B.] Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA USA.-
local.description.affiliation[Minden, Vanessa] Vrije Univ Brussel, Dept Biol, Brussels, Belgium.-
local.description.affiliation[Minden, Vanessa] Carl von Ossietzky Univ Oldenburg, Inst Biol & Environm Sci, Landscape Ecol Grp, Oldenburg, Germany.-
local.description.affiliation[Onipchenko, Vladimir] Moscow State Lomonosov Univ, Dept Ecol & Plant Geog, Moscow, Russia.-
local.description.affiliation[Penuelas, Josep] UAB, CSIC, Global Ecol Unit, CREAF, Bellaterra, Spain.-
local.description.affiliation[Penuelas, Josep] CREAF, Cerdanyola Del Valles, Spain.-
local.description.affiliation[Pillar, Valerio D.] Univ Fed Rio Grande do Sul, Dept Ecol, Porto Alegre, RS, Brazil.-
local.description.affiliation[Sosinski, Enio] Embrapa Recursos Genet & Biotecnol, Brasilia, DF, Brazil.-
local.description.affiliation[Soudzilovskaia, Nadejda A.] Hasselt Univ, Ctr Environm Sci, Diepenbeek, Belgium.-
local.description.affiliation[Soudzilovskaia, Nadejda A.] Leiden Univ, Inst Environm Sci, Leiden, Netherlands.-
local.description.affiliation[Weiher, Evan] Univ Wisconsin, Dept Biol, Eau Claire, WI 54701 USA.-
local.description.affiliation[Mahecha, Miguel D.] Univ Leipzig, Remote Sensing Ctr Earth Syst Res, Leipzig, Germany.-
local.description.affiliation[Mahecha, Miguel D.] Helmholtz Ctr Environm Res, Leipzig, Germany.-
local.uhasselt.internationalyes-
item.contributorJoswig, Julia S.-
item.contributorWirth, Christian-
item.contributorSchuman, Meredith C.-
item.contributorKattge, Jens-
item.contributorReu, Bjorn-
item.contributorWright, Ian J.-
item.contributorSippel, Sebastian D.-
item.contributorRueger, Nadja-
item.contributorRichter, Ronny-
item.contributorSchaepman, Michael E.-
item.contributorvan Bodegom, Peter M.-
item.contributorCornelissen, J. H. C.-
item.contributorDiaz, Sandra-
item.contributorHattingh, Wesley N.-
item.contributorKramer, Koen-
item.contributorLens, Frederic-
item.contributorNiinemets, Ulo-
item.contributorReich, Peter B.-
item.contributorReichstein, Markus-
item.contributorRoemermann, Christine-
item.contributorSchrodt, Franziska-
item.contributorAnand, Madhur-
item.contributorBahn, Michael-
item.contributorByun, Chaeho-
item.contributorCampetella, Giandiego-
item.contributorCerabolini, Bruno E. L.-
item.contributorCraine, Joseph M.-
item.contributorGonzalez-Melo, Andres-
item.contributorGutierrez, Alvaro G.-
item.contributorHe , Tianhua-
item.contributorHiguchi, Pedro-
item.contributorJactel, Herve-
item.contributorKraft, Nathan J. B.-
item.contributorMinden, Vanessa-
item.contributorOnipchenko, Vladimir-
item.contributorPenuelas, Josep-
item.contributorPillar, Valerio D.-
item.contributorSosinski, Enio-
item.contributorSOUDZILOVSKAIA, Nadia-
item.contributorWeiher, Evan-
item.contributorMahecha, Miguel D.-
item.fullcitationJoswig, Julia S.; Wirth, Christian; Schuman, Meredith C.; Kattge, Jens; Reu, Bjorn; Wright, Ian J.; Sippel, Sebastian D.; Rueger, Nadja; Richter, Ronny; Schaepman, Michael E.; van Bodegom, Peter M.; Cornelissen, J. H. C.; Diaz, Sandra; Hattingh, Wesley N.; Kramer, Koen; Lens, Frederic; Niinemets, Ulo; Reich, Peter B.; Reichstein, Markus; Roemermann, Christine; Schrodt, Franziska; Anand, Madhur; Bahn, Michael; Byun, Chaeho; Campetella, Giandiego; Cerabolini, Bruno E. L.; Craine, Joseph M.; Gonzalez-Melo, Andres; Gutierrez, Alvaro G.; He , Tianhua; Higuchi, Pedro; Jactel, Herve; Kraft, Nathan J. B.; Minden, Vanessa; Onipchenko, Vladimir; Penuelas, Josep; Pillar, Valerio D.; Sosinski, Enio; SOUDZILOVSKAIA, Nadia; Weiher, Evan & Mahecha, Miguel D. (2022) Climatic and soil factors explain the two-dimensional spectrum of global plant trait variation. In: Nature ecology & evolution, 6(1) , p. 36-51.-
item.accessRightsOpen Access-
item.fulltextWith Fulltext-
item.validationecoom 2022-
crisitem.journal.issn2397-334X-
crisitem.journal.eissn2397-334X-
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