Spectroscopy and Spectral Analysis, Volume. 40, Issue 10, 3241(2020)

Size Effect on the Near-Infrared Spectroscopy Detection Model of Navel Orange

Yan-de LIU*... Yu RAO, Xun-dong SUN, Xiao-gang JIANG, Hai XU, Xiong LI, Guan-tian WANG and Jia XU |Show fewer author(s)
Author Affiliations
  • School of Mechanical and Vehicle Engineering, East China Jiaotong University, Nanchang 330013, China
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    Figures & Tables(9)
    Near-infrared diffuse reflection on-line detecting device1: Light source; 2: Light source receiving port; 3: Light source transmitting and receiving port; 4: QE PRO spectrometer; 5: Computer; 6: Navel orange sample; 7: Fruit cup
    Near-infrared diffuse transmission on-line detecting device1: Light source; 2: Sample; 3: Shading ring; 4: Optical path; 5: Fiber optic probe; 6: Bouncing claw
    Schematic diagrams of light paths of diffuse transmission (a) and diffuse reflection (b) for large and small navel oranges
    Spectral comparison of fruit with different sizes using three detection methods
    Scatter plot of dimensional model prediction results under different detection modes(a): Diffuse transmission detection method size prediction scatter plot; (b): Multi-point transmit and receive diffuse reflection detection method size prediction scattered points; (c): Circular emission and reception diffuse reflection detection method size prediction scatter plot
    Diffuse transmission MSC-PLS modeling scatter plot
    Comparison of regression coefficient and diffuse transmission size
    • Table 1. Statistical results of physical and chemical indicators of navel orange

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      Table 1. Statistical results of physical and chemical indicators of navel orange

      果型数据集样品数横径范围纵径范围糖度范围
      大果建模集23475~9080~9511.4~16.6
      预测集7875~9080~9511.4~16.4
      小果建模集12660~7565~8011.5~16.2
      预测集4260~7565~8011.1~16.5
    • Table 2. PLS modeling prediction results for different size sample sets by using different detection methods

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      Table 2. PLS modeling prediction results for different size sample sets by using different detection methods

      检测方式果型RcRMSECRpRMSEPPCs
      漫透射大果0.820.550.690.738
      小果0.860.660.760.817
      混合果0.830.590.730.8210
      MSC-PLS0.880.510.840.647
      多点发射
      与接收漫
      反射
      大果0.790.640.650.868
      小果0.840.630.720.977
      混合果0.710.780.660.858
      MSC-PLS0.650.830.620.897
      环形发射
      与接收漫
      反射
      大果0.830.610.640.7810
      小果0.880.560.720.939
      混合果0.710.770.620.889
      MSC-PLS0.690.800.590.918
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    Yan-de LIU, Yu RAO, Xun-dong SUN, Xiao-gang JIANG, Hai XU, Xiong LI, Guan-tian WANG, Jia XU. Size Effect on the Near-Infrared Spectroscopy Detection Model of Navel Orange[J]. Spectroscopy and Spectral Analysis, 2020, 40(10): 3241

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    Paper Information

    Category: Research Articles

    Received: Aug. 2, 2019

    Accepted: --

    Published Online: Jun. 18, 2021

    The Author Email: LIU Yan-de (jxliuyd@163.com)

    DOI:10.3964/j.issn.1000-0593(2020)10-3241-06

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