• Spectroscopy and Spectral Analysis
  • Vol. 40, Issue 10, 3241 (2020)
Yan-de LIU*, Yu RAO, Xun-dong SUN, Xiao-gang JIANG, Hai XU, Xiong LI, Guan-tian WANG, and Jia XU
Author Affiliations
  • School of Mechanical and Vehicle Engineering, East China Jiaotong University, Nanchang 330013, China
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    DOI: 10.3964/j.issn.1000-0593(2020)10-3241-06 Cite this Article
    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 Copy Citation Text show less
    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
    Fig. 1. Near-infrared diffuse reflection on-line detecting device
    1: 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
    Fig. 2. Near-infrared diffuse transmission on-line detecting device
    1: 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
    Fig. 3. 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
    Fig. 4. 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
    Fig. 5. 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
    Fig. 6. Diffuse transmission MSC-PLS modeling scatter plot
    Comparison of regression coefficient and diffuse transmission size
    Fig. 7. Comparison of regression coefficient and diffuse transmission size
    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 1. Statistical results of physical and chemical indicators of navel orange
    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
    Table 2. PLS modeling prediction results for different size sample sets by using different detection methods
    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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