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Oxygen and Hydrogen Stable Isotope Ratios of Bulk Needles Reveal the Geographic Origin of Norway Spruce in the European Alps

BACKGROUND: Tracking timber is necessary in order to prevent illegal logging and protect local timber production, but there is as yet no suitable analytical traceability method. Stable isotope ratios in plants are known to reflect geographical variations. In this study we analysed four stable isotop...

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Autores principales: Gori, Yuri, Wehrens, Ron, La Porta, Nicola, Camin, Federica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4351073/
https://www.ncbi.nlm.nih.gov/pubmed/25742601
http://dx.doi.org/10.1371/journal.pone.0118941
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author Gori, Yuri
Wehrens, Ron
La Porta, Nicola
Camin, Federica
author_facet Gori, Yuri
Wehrens, Ron
La Porta, Nicola
Camin, Federica
author_sort Gori, Yuri
collection PubMed
description BACKGROUND: Tracking timber is necessary in order to prevent illegal logging and protect local timber production, but there is as yet no suitable analytical traceability method. Stable isotope ratios in plants are known to reflect geographical variations. In this study we analysed four stable isotope ratios in order to develop a model able to identify the geographic origin of Norway spruce in the European Alps. METHODOLOGY AND PRINCIPAL FINDINGS: δ(18)O, δ(2)H, δ(13)C and δ(15)N were measured in bulk needles of Picea abies sampled in 20 sites in and around the European Alps. Environmental and spatial variables were found to be related to the measured isotope ratios. An ordinary least squares regression was used to identify the most important factor in stable isotope variability in bulk needles. Spatial autocorrelation was tested for all isotope ratios by means of Moran’s I. δ(18)O, δ(2)H and δ(15)N values differed significantly between sites. Distance from the coast had the greatest influence on δ(2)H, while latitude and longitude were strongly related to δ(18)O. δ(13)C values did not appear to have any relationship with geographical position, while δ(15)N values were influenced by distance from the motorway. The regression model improved the explanatory power of the spatial and environmental variables. Positive spatial autocorrelations were found for δ(18)O and δ(2)H values. CONCLUSIONS: The δ (18)O, δ(2)H and δ(15)N values in P. abies bulk needles are a suitable proxy to identify geographic origin as they vary according to geographical position. Although the regression model showed the explanatory variables to have significant power and stability, we conclude that our model might be improved by multivariate spatial interpolation of the δ (18)O and δ(2)H values.
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spelling pubmed-43510732015-03-17 Oxygen and Hydrogen Stable Isotope Ratios of Bulk Needles Reveal the Geographic Origin of Norway Spruce in the European Alps Gori, Yuri Wehrens, Ron La Porta, Nicola Camin, Federica PLoS One Research Article BACKGROUND: Tracking timber is necessary in order to prevent illegal logging and protect local timber production, but there is as yet no suitable analytical traceability method. Stable isotope ratios in plants are known to reflect geographical variations. In this study we analysed four stable isotope ratios in order to develop a model able to identify the geographic origin of Norway spruce in the European Alps. METHODOLOGY AND PRINCIPAL FINDINGS: δ(18)O, δ(2)H, δ(13)C and δ(15)N were measured in bulk needles of Picea abies sampled in 20 sites in and around the European Alps. Environmental and spatial variables were found to be related to the measured isotope ratios. An ordinary least squares regression was used to identify the most important factor in stable isotope variability in bulk needles. Spatial autocorrelation was tested for all isotope ratios by means of Moran’s I. δ(18)O, δ(2)H and δ(15)N values differed significantly between sites. Distance from the coast had the greatest influence on δ(2)H, while latitude and longitude were strongly related to δ(18)O. δ(13)C values did not appear to have any relationship with geographical position, while δ(15)N values were influenced by distance from the motorway. The regression model improved the explanatory power of the spatial and environmental variables. Positive spatial autocorrelations were found for δ(18)O and δ(2)H values. CONCLUSIONS: The δ (18)O, δ(2)H and δ(15)N values in P. abies bulk needles are a suitable proxy to identify geographic origin as they vary according to geographical position. Although the regression model showed the explanatory variables to have significant power and stability, we conclude that our model might be improved by multivariate spatial interpolation of the δ (18)O and δ(2)H values. Public Library of Science 2015-03-05 /pmc/articles/PMC4351073/ /pubmed/25742601 http://dx.doi.org/10.1371/journal.pone.0118941 Text en © 2015 Gori et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Gori, Yuri
Wehrens, Ron
La Porta, Nicola
Camin, Federica
Oxygen and Hydrogen Stable Isotope Ratios of Bulk Needles Reveal the Geographic Origin of Norway Spruce in the European Alps
title Oxygen and Hydrogen Stable Isotope Ratios of Bulk Needles Reveal the Geographic Origin of Norway Spruce in the European Alps
title_full Oxygen and Hydrogen Stable Isotope Ratios of Bulk Needles Reveal the Geographic Origin of Norway Spruce in the European Alps
title_fullStr Oxygen and Hydrogen Stable Isotope Ratios of Bulk Needles Reveal the Geographic Origin of Norway Spruce in the European Alps
title_full_unstemmed Oxygen and Hydrogen Stable Isotope Ratios of Bulk Needles Reveal the Geographic Origin of Norway Spruce in the European Alps
title_short Oxygen and Hydrogen Stable Isotope Ratios of Bulk Needles Reveal the Geographic Origin of Norway Spruce in the European Alps
title_sort oxygen and hydrogen stable isotope ratios of bulk needles reveal the geographic origin of norway spruce in the european alps
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4351073/
https://www.ncbi.nlm.nih.gov/pubmed/25742601
http://dx.doi.org/10.1371/journal.pone.0118941
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