The potential of Mid-Infrared spectroscopy for prediction of wood density and vulnerability to embolism in woody angiosperms.
Fourier Transform-Infrared spectroscopy
PLS regression
drought resistance
vulnerability to embolism
wood density
Journal
Tree physiology
ISSN: 1758-4469
Titre abrégé: Tree Physiol
Pays: Canada
ID NLM: 100955338
Informations de publication
Date de publication:
01 03 2019
01 03 2019
Historique:
received:
29
04
2018
revised:
25
07
2018
accepted:
13
09
2018
pubmed:
12
10
2018
medline:
1
5
2019
entrez:
12
10
2018
Statut:
ppublish
Résumé
Xylem resistance to embolism formation determines the species-specific drought tolerance and the survival prospects of plants under extreme climatic conditions. Fourier Transform-Infrared (FTIR) spectroscopy is a cost-effective and rapid analytical tool with potential beyond its current use in plant physiology. We tested the use of FTIR spectroscopy as a method for estimating wood density (WD) and xylem resistance to embolism formation (P50) in 24 angiosperm species. Higher WD was associated with more negative P50 (r2 = 0.41). Partial least squares regression was applied to establish models of FTIR spectra and the reference data. They showed a high predictive quality for WD (r2 = 0.73), whereas the prediction of P50 was weaker (r2 = 0.49). By including WD in the model as an additional factor influencing P50, its predictive power significantly increased (r2 = 0.59). The spectral range in the model elaboration has been also narrowed (bands of lignin, cellulose, hemicellulose), but this did not influence the model descriptors, suggesting that for P50 prediction broad spectral range is more informative than narrow band regions reflecting main wood constituents. In conclusion, FTIR spectroscopy associated with WD measurements has proven to be a promising alternative to traditional methods for screening of individual- or species-specific resistance to embolism in angiosperms.
Identifiants
pubmed: 30307571
pii: 5126972
doi: 10.1093/treephys/tpy112
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
503-510Informations de copyright
© The Author(s) 2018. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.