Literature DB >> 16972321

Application Fourier transform near infrared spectrometer in rapid estimation of soluble solids content of intact citrus fruits.

Hui-shan Lu1, Hui-rong Xu, Yi-bin Ying, Xia-ping Fu, Hai-yan Yu, Hai-qing Tian.   

Abstract

Nondestructive method of measuring soluble solids content (SSC) of citrus fruits was developed using Fourier transform near infrared reflectance (FT-NIR) measurements collected through optics fiber. The models describing the relationship between SSC and the NIR spectra of citrus fruits were developed and evaluated. Different spectra correction algorithms (standard normal variate (SNV), multiplicative signal correction (MSC)) were used in this study. The relationship between laboratory SSC and FT-NIR spectra of citrus fruits was analyzed via principle component regression (PCR) and partial least squares (PLS) regression method. Models based on the different spectral ranges were compared in this research. The first derivative and second derivative were applied to all spectra to reduce the effects of sample size, light scattering, instrument noise, etc. Different baseline correction methods were applied to improve the spectral data quality. Among them the second derivative method after baseline correction produced best noise removing capability and yielded optimal calibration models. A total of 170 NIR spectra were acquired; 135 NIR spectra were used to develop the calibration model; the remaining spectra were used to validate the model. The developed PLS model describing the relationship between SSC and NIR reflectance spectra could predict SSC of 35 samples with correlation coefficient of 0.995 and RMSEP of 0.79 degrees Brix.

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Year:  2006        PMID: 16972321      PMCID: PMC1599807          DOI: 10.1631/jzus.2006.B0794

Source DB:  PubMed          Journal:  J Zhejiang Univ Sci B        ISSN: 1673-1581            Impact factor:   3.066


  4 in total

1.  Neural network and principal component regression in non-destructive soluble solids content assessment: a comparison.

Authors:  Kim-seng Chia; Herlina Abdul Rahim; Ruzairi Abdul Rahim
Journal:  J Zhejiang Univ Sci B       Date:  2012-02       Impact factor: 3.066

2.  Application of NIR spectroscopy for firmness evaluation of peaches.

Authors:  Xia-Ping Fu; Yi-Bin Ying; Ying Zhou; Li-Juan Xie; Hui-Rong Xu
Journal:  J Zhejiang Univ Sci B       Date:  2008-07       Impact factor: 3.066

3.  Analysis of the Spectral Characteristics of Pure Moxa Stick Burning by Hyperspectral Imaging and Fourier Transform Infrared Spectroscopy.

Authors:  Xiao-Jing Song; Shu-You Wang; Yin-Long Li; Dong Zhang
Journal:  Evid Based Complement Alternat Med       Date:  2016-09-19       Impact factor: 2.629

4.  Non-destructive Evaluation of the Quality Characteristics of Pomegranate Kernel Oil by Fourier Transform Near-Infrared and Mid-Infrared Spectroscopy.

Authors:  Emmanuel E Okere; Ebrahiema Arendse; Helene Nieuwoudt; Willem J Perold; Umezuruike Linus Opara
Journal:  Front Plant Sci       Date:  2022-07-07       Impact factor: 6.627

  4 in total

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