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Official Journal of the Japan Wood Research Society

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Fiber surface characteristics evaluated by principal component analysis

Abstract

Principal component analysis (PCA) was used to evaluate the results of standard fiber analyses, determinations of charge, electron spectroscopy for chemical analysis (ESCA) measurements, and selective staining of kraft fibers prebleached with oxygen, followed by hydrogen peroxide or ozone. The majority of data variance is explained by the lignin content in fibers and by polarity (hydrophilicity vs hydrophobicity) of functional groups. The lignin determination methods (kappa number, C1 (ESCA), selective staining) gave similar but not equal results, because they measure different parts of lignin. The determination methods of the charged groups (total charge, surface charge, C4 (ESCA), and hexenuronic acids) also gave similar but not equal results. The results of staining by using cationic dyes do not correlate with the quantity of anionic (mainly carboxylic) groups in fibers, regardless of whether the dyes are selective for lignin or hemicellulose. Hydrogen bonding and hydrophobic interactions seem to overrule ionic interactions between dyes and fibers. Therefore, the majority of bonds formed between fibers themselves, as well as between fibers and paper additives, can to a great extent be expected to have the character of hydrogen bonds.

References

  1. Johnson AP (2000) Fiberline technology in the new millennium. In: Proceedings of the International Pulp Bleaching Conference (I), Halifax, Canada, pp 13–25

  2. J Laine J Buchert L Viikari P Stenius (1996) ArticleTitleCharacterization of unbleached kraft pulps by enzymatic treatment, potentiometric titration and polyelectrolyte adsorption Holzforschung 50 208–214

    Google Scholar 

  3. Li K, Reeve DW (2000) The origins of kraft pulp fibre surface lignin. In: Proceedings of the International Pulp Bleaching Conference (I), Halifax, Canada, pp 197–202

  4. J Laine P Stenius G Carlsson G Ström (1996) ArticleTitleThe effect of ECF and TCF bleaching on the surface chemical composition of kraft pulp as determined by ESCA Nord Pulp Pap Res J 11 201–210

    Google Scholar 

  5. F Peng L Johansson (1996) ArticleTitleCharacterization of mechanical pulp J Pulp Pap Sci 22 252–256

    Google Scholar 

  6. J Liu RR Gustafson JB Callis WT McKean (1999) ArticleTitleA novel method to measure kappa number TAPPI J 82 107–111

    Google Scholar 

  7. JK Robinson RR Gustafson JB Callis C Bruckner (2002) ArticleTitleMeasurement of kappa number variability on the fibre level TAPPI J 1 3–8

    Google Scholar 

  8. Moss P, Nyblom I, Sneck A, Hivärinen HK (1999) The location and quantification of lignin in kraft pulps using confocal laser scanning microscope (CLSM) and image analysis. In: Proceeding of a State of the Art Symposium at STFI (FAIR-98-3681), Stockholm, Sweden, pp 221–227

  9. E Srebotnik K Messner (1994) ArticleTitleA simple method uses differential staining and light microscopy to assess the selectivity of wood delignification by white rot fungi Appl Environ Microbiol 60 1383–1386

    Google Scholar 

  10. X Yu JL Minor RH Atalla (1995) ArticleTitleMechanism of action of Simons' stain TAPPI J 78 175–179

    Google Scholar 

  11. T Drnovšek A Perdih (1998) ArticleTitleComparison of ozone and peroxide prebleaching stages by differential staining of fibres Das Papier 52 586–589

    Google Scholar 

  12. Drnovšek T, Perdih A (2000) Surface characteristics of Cl-free prebleached fibres. In: Proceedings of the International Pulp Bleaching Conference (II), Halifax, Canada, pp 181–184

  13. S Wold K Esbensen P Geladi (1987) ArticleTitlePrincipal component analysis Chemometr Intell Lab Syst 2 37–52

    Google Scholar 

  14. DL Massart BGM Vandeginste SN Deming Y Michotte L Kaufman (1988) Chemometrics: a textbook Elsevier Amsterdam

    Google Scholar 

  15. RG Brereton (1990) Chemometrics: applications of mathematics and statistics to laboratory systems Ellis Horwood New York

    Google Scholar 

  16. RC Graham (1993) Data analysis for the chemical sciences VCH Weinheim 329–343

    Google Scholar 

  17. LS Johansson JM Cambell K Koljonen P Stenius (1999) ArticleTitleEvaluation of surface lignin on celullose fibres with EPS Appl Surface Sci 144–145 92–95

    Google Scholar 

  18. L Wågberg L Ödberg G Glad-Nordmark (1989) ArticleTitleCharge determination of porous substrates by polyelectrolyte adsorption Nord Pulp Pap Res J 4 71–76

    Google Scholar 

  19. BL Browning (1967) Methods of wood chemistry vol II Interscience New York 445

    Google Scholar 

  20. G Gellerstedt J Li (1996) ArticleTitleAn HPLC method for the quantitative determination of hexenuronic acid groups in chemical pulps Carbohydrate Res 294 41–51

    Google Scholar 

  21. J Li G Gellerstedt (1998) ArticleTitleKinetics and mechanism of kappa number determination Nord Pulp Pap Res J 13 147–153

    Google Scholar 

  22. J Li G Gellerstedt (1998) ArticleTitleOn the structural significance of the kappa number measurement Nord Pulp Pap Res J 13 153–158

    Google Scholar 

  23. P Fardim B Holmbom (2003) ArticleTitleFast determination of anionic groups on different pulp fibers by methylene blue sorption TAPPI J 2 28–32

    Google Scholar 

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Correspondence to Tjaša Drnovšek.

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Drnovšek, T., Perdih, A. & Perdih, M. Fiber surface characteristics evaluated by principal component analysis. J Wood Sci 51, 507–513 (2005). https://doi.org/10.1007/s10086-004-0692-5

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  • DOI: https://doi.org/10.1007/s10086-004-0692-5

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