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Detection of Transgenic Cotton Using THz Spectroscopy and Weighted Discriminate Analysis

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Journal of Applied Spectroscopy Aims and scope

Terahertz spectroscopy combined with weighted discriminate analysis (WDA) is performed with different transgenic cottons (HD-1, HD-73, and Coker 312). The time-domain spectra of the samples are transformed into frequency-domain spectra by using fast Fourier transform. Then the absorbance curve of the samples is obtained. By applying the absorbance data in conjunction with the WDA model, the identification rates of the different transgenic cottons are 89.4, 89.7, and 92.5%, respectively. The experimental results demonstrate that THz spectroscopy combined with WDA is a novel and feasible way to detect transgenic cottons.

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References

  1. H. Fujimoto, K. Itoh, M. Yamamoto, J. Kyozuka, and K. Shimamoto, Nat. Biotechnol., 11, 1151–1155 (1993).

    Article  Google Scholar 

  2. S. Aviron, O. Sanvido, J. Romeis, F. Herzog, and F. Bigler, Agric. Ecosyst. Environ., 131, 137–144 (2009).

    Article  Google Scholar 

  3. X. Zhang, Y. Liu, C. Zhang, Y. Wang, Ch. Xu, and X. Liu, Ecotoxicol. Environ. Safety, 81, 84–90 (2012).

    Article  Google Scholar 

  4. M. Vailingom, H. Pijnenburg, F. Gendre, and P. Brignon, J. Agric. Food Chem., 47, 5261–5266 (1999).

    Article  Google Scholar 

  5. Wu Jiang, Huang Fu-rong, Huang Cai-huan, Zhang Jun, and Chen Xing-dan, Spectrosc. Spectr. Anal., 33, 1537–1541 (2013).

    Google Scholar 

  6. D. Zhu, J. Liu, Y. Tang, and D. Xing, Sensors and Actuators, B, 149, 221–225 (2010).

    Article  Google Scholar 

  7. R. Baranski and M. Baranska, J. Agric. Food Chem., 56, 4491–4496 (2008).

    Article  Google Scholar 

  8. S. A. Roussel, C. L. Hardy, C. R. Hurburgh, and G. R. Rippke, Appl. Spectrosc., 55, 1425–1430 (2001).

    Article  ADS  Google Scholar 

  9. L. Xie, Y. Ying, and T. Ying, J. Food Eng., 82, 395–401 (2007).

    Article  Google Scholar 

  10. L. Xie, Y. Ying, T. Ying, H. Yu, X. Fu, Anal. Chim. Acta, 584, 379–384 (2007).

    Article  Google Scholar 

  11. W. Xu, X. Liu, L. Xie, and Y. Ying, Trans. ASABE, 57, 141–150 (2014).

    Google Scholar 

  12. J. Liu, Z. Li, F. Hu, T. Chen, Y. Du, and H. Xin, Opt. Spectrosc., 118, No. 1, 182–187 (2015).

    Article  ADS  Google Scholar 

  13. J. Liu, Z. Li, F. Hu, T. Chen, A. Zhu, Y. Du, and H. Xin, Optik, 126, 1872–1877 (2015).

    Article  ADS  Google Scholar 

  14. J. Liu, Z. Li, F. Hu, T. Chen, and A. Zhu, Opt. Quantum Electron., 47, 313–322 (2015).

    Article  Google Scholar 

  15. J. Liu, Z. Li, F. Hu, T. Chen, Y. Du, and H. Xin, Opt. Quantum Electron., 47, 685–695 (2015).

    Article  Google Scholar 

  16. W. Xu, L. Xie, Z. Ye, W. Gao, Y. Yao, M. Chen, J. Qin, and Y. Ying, Sci. Rep., 5, 11115 (2015).

    Article  ADS  Google Scholar 

  17. R. Baranski and M. Baranska, J. Agric. Food Chem., 56, 4491–4496 (2008).

    Article  Google Scholar 

  18. L. Xie, Y. Ying, and T. Ying, J. Food Eng., 82, 395–401 (2007).

    Article  Google Scholar 

  19. L. Xie, Y. Ying, T. Ying, H. Yu, and X. Fu, Anal. Chim. Acta, 584, 379–384 (2007).

    Article  Google Scholar 

  20. X. R. Zhang and F. Liu, Proc. 6th Int. Conf. Signal Processing, 110–113 (2002).

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Published in Zhurnal Prikladnoi Spektroskopii, Vol. 84, No. 2, pp. 332–336, January–February, 2017.

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Liu, J., Luo, J., Li, P. et al. Detection of Transgenic Cotton Using THz Spectroscopy and Weighted Discriminate Analysis. J Appl Spectrosc 84, 346–350 (2017). https://doi.org/10.1007/s10812-017-0475-6

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  • DOI: https://doi.org/10.1007/s10812-017-0475-6

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