• Spectroscopy and Spectral Analysis
  • Vol. 42, Issue 9, 2896 (2022)
Miao CHEN, Ming-yu HOU, Shun-li CUI, Zhen LI, Guo-jun MU, Ying-ru LIU, Xiu-kun LI, and Li-feng LIU*;
Author Affiliations
  • State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory for Crop Germplasm Resources Research and Utilization in North China, Ministry of Education, Key Laboratory for Crop Germplasm Resources in Hebei Province, Hebei Agricultural University, Baoding 071001, China
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    DOI: 10.3964/j.issn.1000-0593(2022)09-2896-07 Cite this Article
    Miao CHEN, Ming-yu HOU, Shun-li CUI, Zhen LI, Guo-jun MU, Ying-ru LIU, Xiu-kun LI, Li-feng LIU. Construction of Near-Infrared Model of Peanut Sugar Content in Different Seed Coat Colors[J]. Spectroscopy and Spectral Analysis, 2022, 42(9): 2896 Copy Citation Text show less
    DA7250 diode array nalyzer
    Fig. 1. DA7250 diode array nalyzer
    Samples of peanut seed coats with different colors(a): Black purple peanut kernels; (b): Red peanut kernels; (c): Pink peanut kernels
    Fig. 2. Samples of peanut seed coats with different colors
    (a): Black purple peanut kernels; (b): Red peanut kernels; (c): Pink peanut kernels
    Scanning spectrum of black-purple samples
    Fig. 3. Scanning spectrum of black-purple samples
    Scanning spectrum of red samples
    Fig. 4. Scanning spectrum of red samples
    Scanning spectrum of pink samples
    Fig. 5. Scanning spectrum of pink samples
    Correction model and prediction model of peanut seed sugar content in different seed coat colors(A), (a): Black-purple coat, sucrose content; (B), (b): Black-purple coat, solublesugar content; (C), (c): Black-purple coat, total sugar content; (D), (d): Red coat, sucrose content; (E), (e): Red coat, solublesugar content; (F), (f): Red coat, total sugar content; (G), (g): Pink Color coat, sucrose content; (H), (h): Pink coat, soluble sugar content; (I), (i): Pink coat, total sugar content
    Fig. 6. Correction model and prediction model of peanut seed sugar content in different seed coat colors
    (A), (a): Black-purple coat, sucrose content; (B), (b): Black-purple coat, solublesugar content; (C), (c): Black-purple coat, total sugar content; (D), (d): Red coat, sucrose content; (E), (e): Red coat, solublesugar content; (F), (f): Red coat, total sugar content; (G), (g): Pink Color coat, sucrose content; (H), (h): Pink coat, soluble sugar content; (I), (i): Pink coat, total sugar content
    种皮
    颜色
    颜色
    特征
    最小值最大值均值标准偏差
    (SD)
    综合色差
    (E)
    L*4.6315.439.652.22
    黑紫色a*0.479.534.022.1210.64**
    b*-0.374.130.921.10
    L*10.9728.8718.863.30
    红色a*10.3319.2014.321.8425.74**
    b*6.7313.309.871.49
    L*15.2733.6022.364.04
    粉色a*9.6715.4312.681.6329.23**
    b*7.1018.8013.631.91
    Table 1. Statistical analysis of chromaticity values of different seed coat colors
    种皮
    颜色
    性状最小值
    /%
    最大值
    /%
    均值
    /%
    标准
    偏差
    变异系
    数/%
    蔗糖含量0.927.533.271.3641.50
    黑紫色可溶性糖含量2.414.326.502.5939.89
    总糖含量6.4239.5320.197.0935.13
    蔗糖含量1.057.233.471.3639.11
    红色可溶性糖含量2.9413.756.822.4736.18
    总糖含量9.6639.7119.036.2933.03
    蔗糖含量0.957.993.261.4644.89
    粉色可溶性糖含量2.1914.536.392.4838.75
    总糖含量8.5238.8419.596.5533.42
    Table 2. Chemical determination results of sugar content in peanut seeds with different coat color
    种皮颜色性状模型校正集内部验证集外部验证集
    RcRMSECRvRMSECVRpRMSEP
    蔗糖含量Normalizalion+Detrend+SNV0.9100.3700.8510.5040.9170.350
    黑紫色可溶性糖含量2nd-der+Detrend0.9210.6670.8141.0680.9260.637
    总糖含量Detrend+Normalization+SNV0.9161.9880.8682.5220.9671.341
    蔗糖含量1st-der+MSC+Detrend0.9130.3910.8030.5860.9280.327
    红色可溶性糖含量Normalization+Baseline0.8970.7680.8231.020.9450.508
    总糖含量SNV+2nd-der+Detrend0.9091.8530.8322.5750.8932.177
    蔗糖含量SNV+2nd-der+Normalization0.9140.4350.8200.6630.8990.518
    粉色可溶性糖含量Normalization+MSC0.8830.8300.8341.0240.8920.797
    总糖含量2nd-der+SNV+Detrend0.9251.7050.8262.6520.9491.591
    Table 3. Optimal pretreatment method and prediction model of spectral value of praline content of peanut seed in different seed colors
    Miao CHEN, Ming-yu HOU, Shun-li CUI, Zhen LI, Guo-jun MU, Ying-ru LIU, Xiu-kun LI, Li-feng LIU. Construction of Near-Infrared Model of Peanut Sugar Content in Different Seed Coat Colors[J]. Spectroscopy and Spectral Analysis, 2022, 42(9): 2896
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