• Spectroscopy and Spectral Analysis
  • Vol. 41, Issue 11, 3545 (2021)
Mei-chen CHEN*, Hai-ye YU, Xiao-kai LI, Hong-jian WANG, Shuang LIU, Li-juan KONG, Lei ZHANG, Jing-min DANG, and Yuan-yuan SUI*;
Author Affiliations
  • School of Biological and Agricultural Engineering, Jilin University, Changchun 130022, China
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    DOI: 10.3964/j.issn.1000-0593(2021)11-3545-07 Cite this Article
    Mei-chen CHEN, Hai-ye YU, Xiao-kai LI, Hong-jian WANG, Shuang LIU, Li-juan KONG, Lei ZHANG, Jing-min DANG, Yuan-yuan SUI. Response Analysis of Hyperspectral Characteristics of Maize Seedling Leaves Under Different Light and Temperature Environment[J]. Spectroscopy and Spectral Analysis, 2021, 41(11): 3545 Copy Citation Text show less
    Changes of leaf SPAD under different light and temperature environments
    Fig. 1. Changes of leaf SPAD under different light and temperature environments
    Changes of leaf Fv/Fm under different light and temperature environments
    Fig. 2. Changes of leaf Fv/Fm under different light and temperature environments
    Hyperspectral characteristics of leaves under different light and temperatures environments
    Fig. 3. Hyperspectral characteristics of leaves under different light and temperatures environments
    Correlation between maize leaf hyperspectral data and SPAD
    Fig. 4. Correlation between maize leaf hyperspectral data and SPAD
    Correlation between maize leaf hyperspectral data and Fv/Fm
    Fig. 5. Correlation between maize leaf hyperspectral data and Fv/Fm
    Correlation between measured values and predicted values of the SPAD inversion model
    Fig. 6. Correlation between measured values and predicted values of the SPAD inversion model
    Correlation between measured value and the predicted value of the Fv/Fminversion model
    Fig. 7. Correlation between measured value and the predicted value of the Fv/Fminversion model
    实验因素处理组温度(昼/夜 ℃)光强/Lux
    单因素实验光温环境125/154 400
    光温环境225/1522 000
    光温环境314/58 800
    光温环境434/228 800
    双因素实验光温环境525/1512 000
    光温环境634/2212 000
    光温环境725/1522 000
    光温环境834/2222 000
    Table 1. Light and temperature experimental treatment group
    建模
    对象
    建模方法训练集验证集
    RcRMSECRpRMSEP
    SPADPLS-MSC-SG0.9790.5360.9580.731
    PCR-MSC-SG0.8971.1500.8821.310
    SMLR-MSC-SG0.9690.6360.9101.110
    PLS-SNV-SG0.9740.5930.9140.997
    PCR-SNV-SG0.8931.2300.8841.280
    SMLR-SNV-SG0.9670.6410.9051.120
    Fv/FmPLS-MSC-SG0.9950.0080.9760.017
    PCR-MSC-SG0.9650.0210.9310.029
    SMLR-MSC-SG0.9850.0110.9690.019
    PLS-SNV-SG0.9930.0080.9740.018
    PCR-SNV-SG0.9590.0230.9560.027
    SMLR-SNV-SG0.9850.0120.9600.022
    Table 2. Comparison of modeling effects of different modeling methods
    Mei-chen CHEN, Hai-ye YU, Xiao-kai LI, Hong-jian WANG, Shuang LIU, Li-juan KONG, Lei ZHANG, Jing-min DANG, Yuan-yuan SUI. Response Analysis of Hyperspectral Characteristics of Maize Seedling Leaves Under Different Light and Temperature Environment[J]. Spectroscopy and Spectral Analysis, 2021, 41(11): 3545
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