Literature DB >> 32334320

Determination of pectin content in orange peels by near infrared hyperspectral imaging.

Amanda Teixeira Badaró1, Juan Francisco Garcia-Martin2, María Del Carmen López-Barrera3, Douglas Fernandes Barbin4, Paloma Alvarez-Mateos5.   

Abstract

Pectin has several purposes in the food and pharmaceutical industry making its quantification important for further extraction. Current techniques for pectin quantification require its extraction using chemicals and producing residues. Determination of pectin content in orange peels was investigated using near infrared hyperspectral imaging (NIR-HSI). Hyperspectral images from orange peel (140 samples) with different amounts of pectin were acquired in the range of 900-2500 nm, and the spectra was used for calibration models using multivariate statistical analyses. Principal component analysis (PCA) and linear discriminant analysis (LDA) showed better results considering three groups: low (0-5%), intermediate (10-40%) and high (50-100%) pectin content. Partial least squares regression (PLSR) models based on full spectra showed higher precision (R2 > 0.93) than those based on few selected wavelengths (R2 between 0.92 and 0.94). The results demonstrate the potential of NIR-HSI to quantify pectin content in orange peels, providing a valuable technique for orange producers and processing industries.
Copyright © 2020 Elsevier Ltd. All rights reserved.

Keywords:  Agriculture; Linear discriminant analysis; Partial least squares regression, near infrared spectra; Principal component analysis

Year:  2020        PMID: 32334320     DOI: 10.1016/j.foodchem.2020.126861

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  4 in total

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Journal:  J Intell Robot Syst       Date:  2022-07-22       Impact factor: 3.129

2.  Research on the Structure of Peanut Allergen Protein Ara h1 Based on Aquaphotomics.

Authors:  Mengqi Zhang; Liang Liu; Cui Yang; Zhongyu Sun; Xiuhua Xu; Lian Li; Hengchang Zang
Journal:  Front Nutr       Date:  2021-06-18

Review 3.  Vibrational Spectroscopy in Assessment of Early Osteoarthritis-A Narrative Review.

Authors:  Chen Yu; Bing Zhao; Yan Li; Hengchang Zang; Lian Li
Journal:  Int J Mol Sci       Date:  2021-05-15       Impact factor: 5.923

4.  Chemical Pattern Recognition for Quality Analysis of Lonicerae Japonicae Flos and Lonicerae Flos Based on Ultra-High Performance Liquid Chromatography and Anti-SARS-CoV2 Main Protease Activity.

Authors:  Lifei Gu; Xueqing Xie; Bing Wang; Yibao Jin; Lijun Wang; Guo Yin; Jue Wang; Kaishun Bi; Tiejie Wang
Journal:  Front Pharmacol       Date:  2022-01-04       Impact factor: 5.810

  4 in total

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