Nondestructive measurement of pectin polysaccharides using hyperspectral imaging in mulberry fruit

被引:53
|
作者
Yang, Liang [1 ]
Gao, Huaqi [1 ]
Meng, Liuwei [1 ]
Fu, Xiaping [2 ]
Du, Xiaoqiang [2 ,3 ]
Wu, Di [4 ]
Huang, Lingxia [1 ]
机构
[1] Zhejiang Univ, Coll Anim Sci, Hangzhou 310058, Peoples R China
[2] Zhejiang Sci Tech Univ, Fac Mech Engn & Automat, Hangzhou 310018, Peoples R China
[3] Key Lab Transplanting Equipment & Technol Zhejian, Hangzhou 310018, Peoples R China
[4] Zhejiang Univ, Coll Agr & Biotechnol, Zhejiang Prov Key Lab Hort Plant Integrat Biol, State Agr Minist Lab Hort Plant Growth Dev & Qual, Zijingang Campus, Hangzhou 310058, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Hyperspectral imaging; Phytochemical; Pectin polysaccharide; Medicinal food; Mulberry fruit; Noninvasive prediction; FOOD QUALITY; WHITE MULBERRY; STRAWBERRY; SAFETY; PURIFICATION; EXTRACTION; STORAGE;
D O I
10.1016/j.foodchem.2020.127614
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Pectin polysaccharide is an important phytochemical with potential biomedical applications. It is commonly measured by time-consuming destructive chemical methods. This work demonstrates the feasibility of using visible and near-infrared hyperspectral imaging (HSI) techniques to rapidly measure pectin polysaccharides in intact mulberry fruits. Based on spatial information provided by HSI images, the representative spectrum of each whole mulberry was accurately extracted without background. The effects of storage temperature on two varieties of mulberries for model establishment were studied. The performances of two spectral ranges obtained by Si and InGaAs CCD detectors for pectin prediction were compared. The best predictions were obtained from dilute alkali soluble pectin and total soluble pectin in Dashi mulberry fruit stored at room temperature, with residual predictive deviation values of 2.317 and 1.935, respectively. Our results show that HSI is a promising alternative to the chemical method to rapidly and nondestructively measure the pectin content.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Nondestructive Determination of TSS Content in Postharvest Mulberry Fruits Using Hyperspectral Imaging and Deep Learning
    Wang Zi-xuan
    Yang Liang
    Huang Ling-xia
    He Yong
    Zhao Li-hua
    Zhan Peng-fei
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44 (06) : 1724 - 1730
  • [2] Nondestructive measurement of sugar content of apple using hyperspectral imaging technique
    Zhao, Jiewen
    Vittayapadung, Saritporn
    Chen, Quansheng
    Chaitep, Sumpun
    Chuaviroj, Rachata
    MAEJO INTERNATIONAL JOURNAL OF SCIENCE AND TECHNOLOGY, 2009, 3 (01) : 130 - 142
  • [3] Application of Hyperspectral Imaging Technology in Nondestructive Testing of Fruit Quality
    Liu, Lixin
    Li, Mengzhu
    Liu, Wenqing
    Zhao, Zhigang
    Liu, Xing
    TENTH INTERNATIONAL CONFERENCE ON INFORMATION OPTICS AND PHOTONICS, 2018, 10964
  • [4] Nondestructive measurement of firmness and soluble solids content for apple fruit using hyperspectral scattering images
    Renfu Lu
    Sensing and Instrumentation for Food Quality and Safety, 2007, 1 (1):
  • [5] Advance in Nondestructive Detection of Fruit Internal Quality Based on Hyperspectral Imaging
    Ma Ben-xue
    Ying Yi-bin
    Rao Xiu-qin
    Gui Jiang-sheng
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2009, 29 (06) : 1611 - 1615
  • [6] Nondestructive measurement of optical properties of fruit by laser imaging
    Industry College, Jiangxi Agricultural University, Nanchang 330045, China
    不详
    Jiangsu Daxue Xuebao Ziran Kexue Ban J. Jiangsu Univ. Nat. Sci. Ed., 2007, 1 (8-11):
  • [7] Application of hyperspectral imaging for nondestructive measurement of plum quality attributes
    Li, Bo
    Cobo-Medina, Magdalena
    Lecourt, Julien
    Harrison, Nicola
    Harrison, Richard J.
    Cross, Jeremy V.
    POSTHARVEST BIOLOGY AND TECHNOLOGY, 2018, 141 : 8 - 15
  • [8] Fruit Ripening using Hyperspectral Imaging
    Swetha
    Chidangil, Santhosh
    Karpate, Tanvi
    Asundi, Anand
    FIFTH INTERNATIONAL CONFERENCE ON OPTICAL AND PHOTONICS ENGINEERING, 2017, 10449
  • [9] Nondestructive detection of chilling injury in cucumber fruit using hyperspectral imaging with feature selection and supervised classification
    Cen, Haiyan
    Lu, Renfu
    Zhu, Qibing
    Mendoza, Fernando
    POSTHARVEST BIOLOGY AND TECHNOLOGY, 2016, 111 : 352 - 361
  • [10] Nondestructive Measurement of Soluble Solids Content of Kiwifruits Using Near-Infrared Hyperspectral Imaging
    Guo, Wenchuan
    Zhao, Fan
    Dong, Jinlei
    FOOD ANALYTICAL METHODS, 2016, 9 (01) : 38 - 47