• Spectroscopy and Spectral Analysis
  • Vol. 29, Issue 12, 3275 (2009)
LI Qing-bo1、*, HUANG Yan-wen1, ZHANG Guang-jun1, ZHANG Qian-xuan1, LI Xiang1, and WUJin-guang2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: Cite this Article
    LI Qing-bo, HUANG Yan-wen, ZHANG Guang-jun, ZHANG Qian-xuan, LI Xiang, WUJin-guang. Chlorophyll Content Nondestructive Measurement Method Based on Vis/NIR Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2009, 29(12): 3275 Copy Citation Text show less

    Abstract

    In the present paper a method based on Vis/NIR spectral analysis technology was applied to the nonde structive measurement of plant chlorophyll content.Firstly, the Vis/NIR spectra in the wavelength range from 500 to 900 nm of the plant leaves were acquired from 35 samples by transmittance and reflectance method, and then three different mathematical treatments wereused in original spectra data pretreatment to decrease the noise: moving average smoothing with the segment size 5, first Savitzky-Golay derivative, and wavelet transform (WT) way. Secondly, a total of 35 samples were examined in the test, in which 23 samples were selected randomly for model building and the other 12 for model prediction, then partial least squares(PLS) method was used to develop the quantitative analysis model for chlorophyll content with absorbance spectroscopy, and 7 principal components(PCs) werese lected. Finally, this model was used to predict the chlorophyll content of 12 unknown leaf samples in prediction collection. The experiment result indicated that the betterpr ediction performance was achieved with the correlation coefficient between the prediction values and the truth values being0.93, and the root mean squared error of prediction is about 1.1 SPAD. It could be concluded that it is feasible to measure plant chlorophyll content based on visible/near infrared(Vis/NIR)spectroscopy. And it is also significant in realizing rapid and nondestructive measurement of chlorophyll content in the future.
    LI Qing-bo, HUANG Yan-wen, ZHANG Guang-jun, ZHANG Qian-xuan, LI Xiang, WUJin-guang. Chlorophyll Content Nondestructive Measurement Method Based on Vis/NIR Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2009, 29(12): 3275
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