Determination of soluble solid content and acidity of loquats based on FT-NIR spectroscopy

被引:15
|
作者
Fu, Xia-ping [1 ]
Li, Jian-ping [1 ]
Zhou, Ying [1 ]
Ying, Yi-bin [1 ]
Xie, Li-juan [1 ]
Niu, Xiao-ying [1 ]
Yan, Zhan-ke [1 ]
Yu, Hai-yan [1 ]
机构
[1] Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Zhejiang, Peoples R China
来源
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE B | 2009年 / 10卷 / 02期
基金
中国国家自然科学基金;
关键词
Near infrared (NIR) spectroscopy; Loquats; Soluble solid content (SSC); Acidity; Partial least square (PLS); Modeling; Spectra preprocessing; NONDESTRUCTIVE DETERMINATION; SUGAR CONTENT; INFRARED SPECTROSCOPY; INTERNAL QUALITY; APPLE FRUIT; PEACHES; TRANSMITTANCE;
D O I
10.1631/jzus.B0820097
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The near infrared (NIR) spectroscopy technique has been applied in many fields because of its advantages of simple preparation, fast response, and non-destructiveness. We investigated the potential of NIR spectroscopy in diffuse reflectance mode for determining the soluble solid content (SSC) and acidity (pH) of intact loquats. Two cultivars of loquats (Dahongpao and Jiajiaozhong) harvested from two orchards (Tangxi and Chun'an, Zhejiang, China) were used for the measurement of NIR spectra between 800 and 2500 nm. A total of 400 loquats (100 samples of each cultivar from each orchard) were used in this study. Relationships between NIR spectra and SSC and acidity of loquats were evaluated using partial least square (PLS) method. Spectra preprocessing options included the first and second derivatives, multiple scatter correction (MSC), and the standard normal variate (SNV). Three separate spectral windows identified as full NIR (800 similar to 2500 nm), short NIR (800 similar to 1100 nm), and long NIR (1100 similar to 2500 nm) were studied in factorial combination with the preprocessing options. The models gave relatively good predictions of the SSC of loquats, with root mean square error of prediction (RMSEP) values of 1.21, 1.00, 0.965, and 1.16 A degrees Brix for Tangxi-Dahongpao, Tangxi-Jiajiaozhong, Chun'an-Dahongpao, and Chun'an-Jiajiaozhong, respectively. The acidity prediction was not satisfactory, with the RMSEP of 0.382, 0.194, 0.388, and 0.361 for the above four loquats, respectively. The results indicate that NIR diffuse reflectance spectroscopy can be used to predict the SSC and acidity of loquat fruit.
引用
收藏
页码:120 / 125
页数:6
相关论文
共 50 条
  • [2] Determination of soluble solid content and acidity of loquats based on FT-NIR spectroscopy
    Xiaping FU Jianping LI Ying ZHOU Yibin YING Lijuan XIE Xiaoying NIU Zhanke YAN Haiyan YU College of Biosystem Engineering and Food Science Zhejiang University Hangzhou China
    Journal of Zhejiang University(Science B:An International Biomedicine & Biotechnology Journal), 2009, (02) : 120 - 125
  • [3] Determination of soluble solid content and acidity of loquats based on FT-NIR spectroscopy
    Xia-ping Fu
    Jian-ping Li
    Ying Zhou
    Yi-bin Ying
    Li-juan Xie
    Xiao-ying Niu
    Zhan-ke Yan
    Hai-yan Yu
    Journal of Zhejiang University SCIENCE B, 2009, 10
  • [4] Application of FT-NIR Spectroscopy to Apple Wine for Rapid Simultaneous Determination of Soluble Solids Content, pH, Total Acidity, and Total Ester Content
    Ye, Mengqi
    Yue, Tianli
    Yuan, Yahong
    Li, Zhao
    FOOD AND BIOPROCESS TECHNOLOGY, 2014, 7 (10) : 3055 - 3062
  • [5] Application of FT-NIR Spectroscopy to Apple Wine for Rapid Simultaneous Determination of Soluble Solids Content, pH, Total Acidity, and Total Ester Content
    Mengqi Ye
    Tianli Yue
    Yahong Yuan
    Zhao Li
    Food and Bioprocess Technology, 2014, 7 : 3055 - 3062
  • [6] Detection of soluble solids content of wine grapes by FT-NIR spectroscopy
    Xu, Hongyu
    Zhang, Jingfang
    Hou, Lixuan
    Lu, Chunsheng
    Journal of Chinese Institute of Food Science and Technology, 2013, 13 (11) : 153 - 159
  • [7] Determination of soluble solid content in multi-origin 'Fuji' apples by using FT-NIR spectroscopy and an origin discriminant strategy
    Li, Xiaona
    Huang, Jichao
    Xiong, Yingjun
    Zhou, Jun
    Tan, Xiangyu
    Zhang, Baohua
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 155 : 23 - 31
  • [8] Determination of aluminium content in aluminium hydroxide formulation by FT-NIR transmittance spectroscopy
    Lai, Xuxin
    Zheng, Yiwu
    Sondergaard, Ib
    Josephsen, Henrik
    Lowenstein, Henning
    Larsen, Jorgen Nedergaard
    Ipsen, Henrik
    Jacobsen, Susanne
    VACCINE, 2007, 25 (52) : 8732 - 8740
  • [9] FT-NIR determination of the content of cotton in blends with viscose
    Biniaś, Wlodzimierz
    Janicki, Jaroslaw
    Biniaś, Dorota
    Fibres and Textiles in Eastern Europe, 2013, 21 (06): : 22 - 26
  • [10] Utilization of FT-NIR Spectroscopy to Check Acidity of Various Types of Cheeses
    Sustova, Kvetoslava
    Mlcek, Jiri
    Luzova, Tana
    Kuchtik, Jan
    JOURNAL OF AOAC INTERNATIONAL, 2019, 102 (03) : 893 - 897