Global maps and factors driving forest foliar elemental composition

Vallicrosa Pou, Helena|||0000-0002-5860-3096; Sardans i Galobart, Jordi|||0000-0003-2478-0219; Maspons, Joan|||0000-0003-2286-8727; Zuccarini, Paolo|||0000-0001-6717-9568; Fernández-Martínez, Marcos|||0000-0002-5661-3610; Bauters, Marijn|||0000-0003-0978-6639; Goll, Daniel|||0000-0001-9246-9671; Ciais, Philippe|||0000-0001-8560-4943; Obersteiner, Michael|||0000-0001-6981-2769; Janssens, Ivan|||0000-0002-5705-1787; Peñuelas, Josep|||0000-0002-7215-0150

Global maps and factors driving forest foliar elemental composition

Consistent information on the current elemental composition of vegetation at global scale and the variables that determine it is lacking. - To fill this gap, we gathered a total of 30 912 georeferenced records on woody plants foliar concentrations of nitrogen (N), phosphorus (P) and potassium (K) fr...

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Autores:	Vallicrosa Pou, Helena\|\|\|0000-0002-5860-3096, Sardans i Galobart, Jordi\|\|\|0000-0003-2478-0219, Maspons, Joan\|\|\|0000-0003-2286-8727, Zuccarini, Paolo\|\|\|0000-0001-6717-9568, Fernández-Martínez, Marcos\|\|\|0000-0002-5661-3610, Bauters, Marijn\|\|\|0000-0003-0978-6639, Goll, Daniel\|\|\|0000-0001-9246-9671, Ciais, Philippe\|\|\|0000-0001-8560-4943, Obersteiner, Michael\|\|\|0000-0001-6981-2769, Janssens, Ivan\|\|\|0000-0002-5705-1787, Peñuelas, Josep\|\|\|0000-0002-7215-0150
Tipo de recurso:	artículo
Fecha de publicación:	2021
País:	España
Institución:	Universitat Autònoma de Barcelona
Repositorio:	Dipòsit Digital de Documents de la UAB
Idioma:	inglés
OAI Identifier:	oai:ddd.uab.cat:299968
Acceso en línea:	https://ddd.uab.cat/record/299968 https://dx.doi.org/urn:doi:10.1111/nph.17771
Access Level:	acceso abierto
Palabra clave:	Climate change Global map Leaf neural networks Nitrogen Phosphorus Potassium

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spelling	Global maps and factors driving forest foliar elemental compositionthe importance of evolutionary historyVallicrosa Pou, Helena\|\|\|0000-0002-5860-3096Sardans i Galobart, Jordi\|\|\|0000-0003-2478-0219Maspons, Joan\|\|\|0000-0003-2286-8727Zuccarini, Paolo\|\|\|0000-0001-6717-9568Fernández-Martínez, Marcos\|\|\|0000-0002-5661-3610Bauters, Marijn\|\|\|0000-0003-0978-6639Goll, Daniel\|\|\|0000-0001-9246-9671Ciais, Philippe\|\|\|0000-0001-8560-4943Obersteiner, Michael\|\|\|0000-0001-6981-2769Janssens, Ivan\|\|\|0000-0002-5705-1787Peñuelas, Josep\|\|\|0000-0002-7215-0150Climate changeGlobal mapLeaf neural networksNitrogenPhosphorusPotassiumConsistent information on the current elemental composition of vegetation at global scale and the variables that determine it is lacking. - To fill this gap, we gathered a total of 30 912 georeferenced records on woody plants foliar concentrations of nitrogen (N), phosphorus (P) and potassium (K) from published databases, and produced global maps of foliar N, P and K concentrations for woody plants using neural networks at a resolution of 1 km2. We used data for climate, atmospheric deposition, soil and morphoclimatic groups to train the neural networks. - Foliar N, P and K do not follow clear global latitudinal patterns but are consistent with the hypothesis of soil substrate age. We additionally built generalized linear mixed models to investigate the evolutionary history effect together with the effects of environmental effects. In this comparison, evolutionary history effects explained most of the variability in all cases (mostly. 22021-01-0120212021-01-01Articlehttp://purl.org/coar/resource_type/c_6501AMhttp://purl.org/coar/version/c_ab4af688f83e57aainfo:eu-repo/semantics/articleapplication/pdfhttps://ddd.uab.cat/record/299968https://dx.doi.org/urn:doi:10.1111/nph.17771reponame:Dipòsit Digital de Documents de la UABinstname:Universitat Autònoma de BarcelonaInglésengEuropean Commission https://doi.org/10.13039/501100000780 610028Agencia Estatal de Investigación https://doi.org/10.13039/501100011033 PID2019-110521GB-I00Agència de Gestió d'Ajuts Universitaris i de Recerca https://doi.org/10.13039/501100003030 2017/SGR-1005open accesshttp://purl.org/coar/access_right/c_abf2Aquest material està protegit per drets d'autor i/o drets afins. Podeu utilitzar aquest material en funció del que permet la legislació de drets d'autor i drets afins d'aplicació al vostre cas. Per a d'altres usos heu d'obtenir permís del(s) titular(s) de drets.https://rightsstatements.org/vocab/InC/1.0/info:eu-repo/semantics/openAccessoai:ddd.uab.cat:2999682026-06-06T12:50:31Z
dc.title.none.fl_str_mv	Global maps and factors driving forest foliar elemental composition the importance of evolutionary history
title	Global maps and factors driving forest foliar elemental composition
spellingShingle	Global maps and factors driving forest foliar elemental composition Vallicrosa Pou, Helena\|\|\|0000-0002-5860-3096 Climate change Global map Leaf neural networks Nitrogen Phosphorus Potassium
title_short	Global maps and factors driving forest foliar elemental composition
title_full	Global maps and factors driving forest foliar elemental composition
title_fullStr	Global maps and factors driving forest foliar elemental composition
title_full_unstemmed	Global maps and factors driving forest foliar elemental composition
title_sort	Global maps and factors driving forest foliar elemental composition
dc.creator.none.fl_str_mv	Vallicrosa Pou, Helena\|\|\|0000-0002-5860-3096 Sardans i Galobart, Jordi\|\|\|0000-0003-2478-0219 Maspons, Joan\|\|\|0000-0003-2286-8727 Zuccarini, Paolo\|\|\|0000-0001-6717-9568 Fernández-Martínez, Marcos\|\|\|0000-0002-5661-3610 Bauters, Marijn\|\|\|0000-0003-0978-6639 Goll, Daniel\|\|\|0000-0001-9246-9671 Ciais, Philippe\|\|\|0000-0001-8560-4943 Obersteiner, Michael\|\|\|0000-0001-6981-2769 Janssens, Ivan\|\|\|0000-0002-5705-1787 Peñuelas, Josep\|\|\|0000-0002-7215-0150
author	Vallicrosa Pou, Helena\|\|\|0000-0002-5860-3096
author_facet	Vallicrosa Pou, Helena\|\|\|0000-0002-5860-3096 Sardans i Galobart, Jordi\|\|\|0000-0003-2478-0219 Maspons, Joan\|\|\|0000-0003-2286-8727 Zuccarini, Paolo\|\|\|0000-0001-6717-9568 Fernández-Martínez, Marcos\|\|\|0000-0002-5661-3610 Bauters, Marijn\|\|\|0000-0003-0978-6639 Goll, Daniel\|\|\|0000-0001-9246-9671 Ciais, Philippe\|\|\|0000-0001-8560-4943 Obersteiner, Michael\|\|\|0000-0001-6981-2769 Janssens, Ivan\|\|\|0000-0002-5705-1787 Peñuelas, Josep\|\|\|0000-0002-7215-0150
author_role	author
author2	Sardans i Galobart, Jordi\|\|\|0000-0003-2478-0219 Maspons, Joan\|\|\|0000-0003-2286-8727 Zuccarini, Paolo\|\|\|0000-0001-6717-9568 Fernández-Martínez, Marcos\|\|\|0000-0002-5661-3610 Bauters, Marijn\|\|\|0000-0003-0978-6639 Goll, Daniel\|\|\|0000-0001-9246-9671 Ciais, Philippe\|\|\|0000-0001-8560-4943 Obersteiner, Michael\|\|\|0000-0001-6981-2769 Janssens, Ivan\|\|\|0000-0002-5705-1787 Peñuelas, Josep\|\|\|0000-0002-7215-0150
author2_role	author author author author author author author author author author
dc.subject.none.fl_str_mv	Climate change Global map Leaf neural networks Nitrogen Phosphorus Potassium
topic	Climate change Global map Leaf neural networks Nitrogen Phosphorus Potassium
description	Consistent information on the current elemental composition of vegetation at global scale and the variables that determine it is lacking. - To fill this gap, we gathered a total of 30 912 georeferenced records on woody plants foliar concentrations of nitrogen (N), phosphorus (P) and potassium (K) from published databases, and produced global maps of foliar N, P and K concentrations for woody plants using neural networks at a resolution of 1 km2. We used data for climate, atmospheric deposition, soil and morphoclimatic groups to train the neural networks. - Foliar N, P and K do not follow clear global latitudinal patterns but are consistent with the hypothesis of soil substrate age. We additionally built generalized linear mixed models to investigate the evolutionary history effect together with the effects of environmental effects. In this comparison, evolutionary history effects explained most of the variability in all cases (mostly.
publishDate	2021
dc.date.none.fl_str_mv	2 2021-01-01 2021 2021-01-01
dc.type.none.fl_str_mv	Article http://purl.org/coar/resource_type/c_6501 AM http://purl.org/coar/version/c_ab4af688f83e57aa
dc.type.openaire.fl_str_mv	info:eu-repo/semantics/article
format	article
dc.identifier.none.fl_str_mv	https://ddd.uab.cat/record/299968 https://dx.doi.org/urn:doi:10.1111/nph.17771
url	https://ddd.uab.cat/record/299968 https://dx.doi.org/urn:doi:10.1111/nph.17771
dc.language.none.fl_str_mv	Inglés eng
language_invalid_str_mv	Inglés
language	eng
dc.relation.none.fl_str_mv	European Commission https://doi.org/10.13039/501100000780 610028 Agencia Estatal de Investigación https://doi.org/10.13039/501100011033 PID2019-110521GB-I00 Agència de Gestió d'Ajuts Universitaris i de Recerca https://doi.org/10.13039/501100003030 2017/SGR-1005
dc.rights.none.fl_str_mv	open access http://purl.org/coar/access_right/c_abf2 https://rightsstatements.org/vocab/InC/1.0/
dc.rights.openaire.fl_str_mv	info:eu-repo/semantics/openAccess
rights_invalid_str_mv	open access http://purl.org/coar/access_right/c_abf2 https://rightsstatements.org/vocab/InC/1.0/
eu_rights_str_mv	openAccess
dc.format.none.fl_str_mv	application/pdf
dc.source.none.fl_str_mv	reponame:Dipòsit Digital de Documents de la UAB instname:Universitat Autònoma de Barcelona
instname_str	Universitat Autònoma de Barcelona
reponame_str	Dipòsit Digital de Documents de la UAB
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Global maps and factors driving forest foliar elemental composition

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