Literature DB >> 23220667

Determination of amino acid nitrogen in tuber mustard using near-infrared spectroscopy with waveband selection stability.

Zhenyao Liu1, Bing Liu, Tao Pan, Jidong Yang.   

Abstract

Near-infrared (NIR) spectroscopy was successfully applied to the rapid chemical-free determination of amino acid nitrogen (AAN) in tuber mustard. Moving window partial least squares, combined with Savitzky-Golay smoothing, was used for the waveband selection. Based on the various divisions in the calibration and prediction sets, an effective modeling approach with good stability was proposed. The results confirmed that the long-wave NIR region contains sufficient information for the quantification of AAN in tuber mustard. An appropriate waveband (5874-4,258 cm(-1)) located in the combination region of NIR was selected. The validation root mean square error of prediction and the validation correlation coefficients of prediction were 0.380 mg/g and 0.962, respectively, both indicating good validation effect and stability. The results provided a reliable NIR model and can serve as valuable references for designing spectroscopic instruments for quality evaluation of tuber mustard.
Copyright © 2012 Elsevier B.V. All rights reserved.

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Year:  2012        PMID: 23220667     DOI: 10.1016/j.saa.2012.10.006

Source DB:  PubMed          Journal:  Spectrochim Acta A Mol Biomol Spectrosc        ISSN: 1386-1425            Impact factor:   4.098


  3 in total

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Journal:  BMC Chem       Date:  2020-05-24

2.  Performance Improvement of NIR Spectral Pattern Recognition from Three Compensation Models' Voting and Multi-Modal Fusion.

Authors:  Niangen Ye; Sheng Zhong; Zile Fang; Haijun Gao; Zhihua Du; Heng Chen; Lu Yuan; Tao Pan
Journal:  Molecules       Date:  2022-07-13       Impact factor: 4.927

3.  Visible and Near-Infrared Spectroscopy Combined With Bayes Classifier Based on Wavelength Model Optimization Applied to Wine Multibrand Identification.

Authors:  Tao Pan; Jiaqi Li; Chunli Fu; Nailiang Chang; Jiemei Chen
Journal:  Front Nutr       Date:  2022-07-18
  3 in total

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