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dc.contributor.author
Butler, Ethan E.
dc.contributor.author
Datta, Abhirup
dc.contributor.author
Flores Moreno, Habacuc
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Chen, Ming
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Wythers, Kirk R.
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Fazayeli, Farideh
dc.contributor.author
Banerjee, Arindam
dc.contributor.author
Atkin, Owen K.
dc.contributor.author
Kattge, Jens
dc.contributor.author
Amiaud, Bernard
dc.contributor.author
Blonder, Benjamin
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Boenisch, Gerhard
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Bond Lamberty, Ben
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Brown, Kerry A.
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Byun, Chaeho
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Campetella, Giandiego
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Cerabolini, Bruno E.L.
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Cornelissen, Johannes H. C.
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Craine, Joseph M.
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Craven, Dylan
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De Vries, Franciska T.
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Díaz, Sandra Myrna
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dc.contributor.author
Domingues, Tomas F.
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Forey, Estelle
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González Melo, Andrés
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Gross, Nicolas
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Han, Wenxuan
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Hattingh, Wesley N.
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Hickler, Thomas
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Jansen, Steven
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Kramer, Koen
dc.contributor.author
Kraft, Nathan J.B.
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Kurokawa, Hiroko
dc.contributor.author
Laughlin, Daniel C.
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Meir, Patrick
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Minden, Vanessa
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Niinemets, Ülo
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Onoda, Yusuke
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Peñuelas, Josep
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Read, Quentin
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Sack, Lawren
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Schamp, Brandon
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Soudzilovskaia, Nadejda A.
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Spasojevic, Marko J.
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Sosinski, Enio
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Thornton, Peter E.
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Valladares, Fernando
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Van Bodegom, Peter M.
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Williams, Mathew
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Wirth, Christian
dc.contributor.author
Reich, Peter B.
dc.date.available
2018-03-26T13:26:50Z
dc.date.issued
2017-12
dc.identifier.citation
Butler, Ethan E.; Datta, Abhirup; Flores Moreno, Habacuc; Chen, Ming; Wythers, Kirk R.; et al.; Mapping local and global variability in plant trait distributions; National Academy of Sciences; Proceedings of the National Academy of Sciences of The United States of America; 114; 51; 12-2017; E10937-E10946
dc.identifier.issn
0027-8424
dc.identifier.uri
http://hdl.handle.net/11336/39880
dc.description.abstract
Our ability to understand and predict the response of ecosystemsto a changing environment depends on quantifying vegetationfunctional diversity. However, representing this diversity atthe global scale is challenging. Typically, in Earth system models,characterization of plant diversity has been limited to groupingrelated species into plant functional types (PFTs), with all trait variationin a PFT collapsed into a single mean value that is appliedglobally. Using the largest global plant trait database and state ofthe art Bayesian modeling, we created fine-grained global mapsof plant trait distributions that can be applied to Earth systemmodels. Focusing on a set of plant traits closely coupled to photosynthesisand foliar respiration?specific leaf area (SLA) and drymass-based concentrations of leaf nitrogen (Nm) and phosphorus(Pm), we characterize how traits vary within and among over50,000 ∼50×50-km cells across the entire vegetated land surface.We do this in several ways?without defining the PFT of eachgrid cell and using 4 or 14 PFTs; each model?s predictions are evaluatedagainst out-of-sample data. This endeavor advances priortrait mapping by generating global maps that preserve variabilityacross scales by using modern Bayesian spatial statistical modelingin combination with a database over three times larger thanthat in previous analyses. Our maps reveal that the most diversegrid cells possess trait variability close to the range of globalPFT means.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
National Academy of Sciences
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dc.rights
info:eu-repo/semantics/openAccess
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.subject
Plant Traits
dc.subject
Bayesian Modeling
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Spatial Statistics
dc.subject
Global
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Climate
dc.subject.classification
Otras Ciencias Biológicas
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dc.subject.classification
Ciencias Biológicas
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dc.subject.classification
CIENCIAS NATURALES Y EXACTAS
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dc.title
Mapping local and global variability in plant trait distributions
dc.type
info:eu-repo/semantics/article
dc.type
info:ar-repo/semantics/artículo
dc.type
info:eu-repo/semantics/publishedVersion
dc.date.updated
2018-01-12T19:28:34Z
dc.journal.volume
114
dc.journal.number
51
dc.journal.pagination
E10937-E10946
dc.journal.pais
Estados Unidos
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dc.journal.ciudad
Washington DC, USA
dc.description.fil
Fil: Butler, Ethan E.. University of Minnesota; Estados Unidos
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Fil: Datta, Abhirup. University Johns Hopkins; Estados Unidos
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Fil: Flores Moreno, Habacuc. University of Minnesota; Estados Unidos
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Fil: Chen, Ming. University of Minnesota; Estados Unidos
dc.description.fil
Fil: Wythers, Kirk R.. University of Minnesota; Estados Unidos
dc.description.fil
Fil: Fazayeli, Farideh. University of Minnesota; Estados Unidos
dc.description.fil
Fil: Banerjee, Arindam. University of Minnesota; Estados Unidos
dc.description.fil
Fil: Atkin, Owen K.. The Australian National University; Australia
dc.description.fil
Fil: Kattge, Jens. German Centre for Integrative Biodiversity Research ; Alemania
dc.description.fil
Fil: Amiaud, Bernard. Universidad de Lorraine; Francia
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Fil: Blonder, Benjamin. University of Oxford; Reino Unido
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Fil: Boenisch, Gerhard. Max Planck Institute for Biogeochemistry; Alemania
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Fil: Bond Lamberty, Ben. Joint Global Change Research Institute. Department of Energy Pacific Northwest National Laboratory; Estados Unidos
dc.description.fil
Fil: Brown, Kerry A.. Kingston University London. Department of Geography and Geology; Reino Unido
dc.description.fil
Fil: Byun, Chaeho. Seoul National University. School of Biological Sciences; Corea del Sur
dc.description.fil
Fil: Campetella, Giandiego. University of Camerino. School of Biosciences & Veterinary Medicine. Plant Diversity and Ecosystems Management Unit; Italia
dc.description.fil
Fil: Cerabolini, Bruno E.L.. University of Insubria. Department of Theoretical and Applied Sciences; Italia
dc.description.fil
Fil: Cornelissen, Johannes H. C.. Vrije Universiteit. Department of Ecological Science. Systems Ecology; Países Bajos
dc.description.fil
Fil: Craine, Joseph M.. Jonah Ventures; Estados Unidos
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Fil: Craven, Dylan. German Centre for Integrative Biodiversity Research; Alemania. Department of Community Ecology, Helmholtz Centre for Environmental Research; Alemania
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Fil: De Vries, Franciska T.. University of Manchester; Reino Unido
dc.description.fil
Fil: Díaz, Sandra Myrna. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Córdoba. Instituto Multidisciplinario de Biología Vegetal. Universidad Nacional de Córdoba. Facultad de Ciencias Exactas Físicas y Naturales. Instituto Multidisciplinario de Biología Vegetal; Argentina
dc.description.fil
Fil: Domingues, Tomas F.. Universidade de Sao Paulo. Faculdade de Filosofia Ciencias e Letras; Brasil
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Fil: Forey, Estelle. Normandie Université. Institut National de Recherche en Sciences et Technologies pour l’Environnement et l’Agriculture. Laboratory of Ecology Ecodiv; Francia
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Fil: González Melo, Andrés. Universidad del Rosario. Facultad de Ciencias Naturales y Matematicas; Colombia
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Fil: Gross, Nicolas. Universidad Rey Juan Carlos. Escuela Superior de Ciencias Experimentales y Tecnología; España. Centre d’Etude Biologique de Chizé; Francia
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Fil: Han, Wenxuan. China Agricultural University; China. Chinese Academy of Sciences. Xinjiang Institute of Ecology and Geography; China
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Fil: Hattingh, Wesley N.. University of The Witwatersrand; Sudáfrica
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Fil: Hickler, Thomas. Goethe-University; Alemania
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Fil: Jansen, Steven. Ulm University; Alemania
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Fil: Kramer, Koen. Wageningen University; Alemania
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Fil: Kraft, Nathan J.B.. University of California at Los Angeles; Estados Unidos
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Fil: Kurokawa, Hiroko. Department of Forest Vegetation, Forestry and Forest Products Research Institute; Japón
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Fil: Laughlin, Daniel C.. Michigan State University; Estados Unidos
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Fil: Meir, Patrick. The Australian National University; Australia
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Fil: Minden, Vanessa. University of Oldenburg; Alemania
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Fil: Niinemets, Ülo. Estonian University of Life Sciences; Estonia
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Fil: Onoda, Yusuke. Kyoto University; Japón
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Fil: Peñuelas, Josep. Unitat d’Ecologia Global ; España
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Fil: Read, Quentin. Michigan State University; Estados Unidos
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Fil: Sack, Lawren. University of California at Los Angeles; Estados Unidos
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Fil: Schamp, Brandon. Algoma University; Canadá
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Fil: Soudzilovskaia, Nadejda A.. Leiden University; Países Bajos
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Fil: Spasojevic, Marko J.. California State University; Estados Unidos
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Fil: Sosinski, Enio. Embrapa Clima Temperado. Laboratório de Planejamento Ambiental; Brasil
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Fil: Thornton, Peter E.. Oak Ridge National Laboratory. Environmental Sciences Division and Climate Change Science Institute; Estados Unidos
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Fil: Valladares, Fernando. Museo Nacional de Ciencias Naturales; España
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Fil: Van Bodegom, Peter M.. Leiden University; Países Bajos
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Fil: Williams, Mathew. University of Edinburgh; Reino Unido
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Fil: Wirth, Christian. University of Leipzig; Alemania
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Fil: Reich, Peter B.. Sydney University; Australia
dc.journal.title
Proceedings of the National Academy of Sciences of The United States of America
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dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/https://doi.org/10.1073/pnas.1708984114
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/http://www.pnas.org/content/114/51/E10937
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