Spectroscopy and Spectral Analysis, Volume. 38, Issue 8, 2493(2018)

Non-Destructive Determination of Growth Quality Indicators of Spirulina sp. Using Vis/NIR Spectroscopy

JIANG Lu-lu1、*, WEI Xuan2, XIE Chuan-qi3, and HE Yong4
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3Department of Bioproducts and Biosystems Engineering, University of Minnestota, Saint Paul, MN 55108, USA
  • 4[in Chinese]
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    In order to detect the growth quality indicators of Spirulina sp. using a fast and on-destructive method, this study was carried out to predict chlorophyll a and protein content under different red and bule light combinations (100% red light, 90% red light+10% blue light, 70% red light+30% blue light and 50% red light+50% blue light) using Vis/NIR spectroscopy (325~1 075 nm). The chlorophyll a and protein content were predicted using partial least squares (PLS) models. Then successive projections algorithm (SPA) was used to identify effective wavelengths for chlorophyll a and protein, resulting in five (404, 440, 518, 662 and 875 nm) and four (411, 531, 602 and 1 047 nm) wavelengths, respectively. Based on the selected wavelengths, multiple linear regression (MLR) models were established, which obtained the rp of 0.949 and 0.974, RMSEP of 0.018 8 and 0.006 74, respectively. The results demonstrated that Vis/NIR spectroscopy has the potential to be used for determination of chlorophyll a and protein content in Spirulina sp., and the growth condition can be monitored by the MLR equation and the corresponding spectral reflectance information.

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    JIANG Lu-lu, WEI Xuan, XIE Chuan-qi, HE Yong. Non-Destructive Determination of Growth Quality Indicators of Spirulina sp. Using Vis/NIR Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2018, 38(8): 2493

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    Paper Information

    Received: Oct. 10, 2017

    Accepted: --

    Published Online: Aug. 26, 2018

    The Author Email: Lu-lu JIANG (abbyu111@sina.com)

    DOI:10.3964/j.issn.1000-0593(2018)08-2493-05

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