Literature DB >> 22295770

[Application of NIR spectroscopy to estimate of MFA and fiber length of Neosinocalamus a f finis].

Bai-ling Sun1, Yu-bo Chai, An-min Huang, Jun-liang Liu.   

Abstract

Near infrared spectroscopy was applied to rapidly predict microfibril angle (MFA) and fiber length of Neosinocalamus a f finis Keng by using a fiber-optic probe in diffuse reflectance mode. The MFA and fiber length were measured by X-ray diffractometry and optical microscope, respectively. Partial least squares (PLS) was used to build models based on raw and pretreated spectra, including noise spectra and noise combined with orthogonal signal correction (OSC) spectra. The results showed that the PLS models of MFA and fiber length, based on noise combined with OSC spectra, gave the strongest correlations, with correlation coefficient (R) of 0.8936 and 0.9883 and root mean standard error of prediction (RMSEP) of 0.2920 and 0.1460 in prediction set. The correlations between NIR predicted and MFA/fiber length actual values are very good. Therefore, it is concluded that MFA and fiber length of N. a f finis can be estimated by NIR spectroscopy with sufficient accuracy.

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Year:  2011        PMID: 22295770

Source DB:  PubMed          Journal:  Guang Pu Xue Yu Guang Pu Fen Xi        ISSN: 1000-0593            Impact factor:   0.589


  1 in total

1.  Fibre Morphological Characteristics of Kraft Pulps of Acacia melanoxylon Estimated by NIR-PLS-R Models.

Authors:  Helena Pereira; António José Alves Santos; Ofélia Anjos
Journal:  Materials (Basel)       Date:  2015-12-25       Impact factor: 3.623

  1 in total

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