• Spectroscopy and Spectral Analysis
  • Vol. 42, Issue 2, 423 (2022)
Yun-ting HUI1、*, De-cheng WANG1、1;, Xin TANG2、2;, Yao-qi PENG1、1;, Hong-da WANG1、1;, Hai-feng ZHANG1、1;, and Yong YOU1、1; *;
Author Affiliations
  • 11. College of Engineering, China Agricultural University, Beijing 100083, China
  • 22. Shandong Agriculture and Engineering University, Ji'nan 250100, China
  • show less
    DOI: 10.3964/j.issn.1000-0593(2022)02-0423-05 Cite this Article
    Yun-ting HUI, De-cheng WANG, Xin TANG, Yao-qi PENG, Hong-da WANG, Hai-feng ZHANG, Yong YOU. Detection of Sorghum-Sudan Grass Seed Germination Rate Based on Near Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2022, 42(2): 423 Copy Citation Text show less
    Near-infrared spectrometer
    Fig. 1. Near-infrared spectrometer
    The original NIR spectra of sorghum-sudan grass seeds
    Fig. 2. The original NIR spectra of sorghum-sudan grass seeds
    NIR spectrum curves after 1-Der pre-processing
    Fig. 3. NIR spectrum curves after 1-Der pre-processing
    NIR Spectrum curves after 2-Der pre-processing
    Fig. 4. NIR Spectrum curves after 2-Der pre-processing
    Grid search for best c, g 3D view
    Fig. 5. Grid search for best c, g 3D view
    Contour map of grid search for best c, g
    Fig. 6. Contour map of grid search for best c, g
    The actual classified result and prediction result of testing samples
    Fig. 7. The actual classified result and prediction result of testing samples
    发芽率/%样本数
    40~4518
    45~5019
    50~5529
    55~6018
    60~6516
    Table 1. Germination rate of sample
    光谱预处
    理方法
    训练集测试集
    Rc2RMSECRp2RMSEP
    0.900.290.870.36
    1-Der0.940.210.920.25
    2-Der0.810.430.790.48
    Table 2. Spectral pretreatment results of the sorghum-sudan grass seed
    Yun-ting HUI, De-cheng WANG, Xin TANG, Yao-qi PENG, Hong-da WANG, Hai-feng ZHANG, Yong YOU. Detection of Sorghum-Sudan Grass Seed Germination Rate Based on Near Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2022, 42(2): 423
    Download Citation