Chemometrics: An important tool for the modern chemist, an example from wood-processing chemistry

Citation
P. Malkavaara et al., Chemometrics: An important tool for the modern chemist, an example from wood-processing chemistry, J CHEM INF, 40(2), 2000, pp. 438-441
Citations number
25
Categorie Soggetti
Chemistry
Journal title
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES
ISSN journal
00952338 → ACNP
Volume
40
Issue
2
Year of publication
2000
Pages
438 - 441
Database
ISI
SICI code
0095-2338(200003/04)40:2<438:CAITFT>2.0.ZU;2-Q
Abstract
This study briefly outlines the idea of principal component analysis and cr oss-correlation calculations (applied chemometrics) and presents an illustr ative example from wood-processing chemistry. The applicability of chemomet ric data analysis was demonstrated by investigating the various structural changes that take place in dissolved and degraded lignin ("kraft lignin") d uring laboratory-scale kraft pulping of Scots pine (Pinus sylvestris) and s ilver birch (Betula pendula). The structural data (P-31 NMR and size exclus ion chromatographic data) on kraft lignin were further processed by chemome tric multivariate techniques (PCA and 2DCC), confirming, for example, that the cleavage of beta-aryl ether structures, the most prominent linkages bet ween monomeric units. is directly related to the decrease in the average mo lecular mass of lignin.