2018
DOI: 10.1177/0003702818812085
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Quick Test for Transgenic Components in Rice Using Terahertz Spectra

Abstract: The terahertz (THz) spectrum of 0.2–1.6 THz (6.6–52.8 cm−1) was used to identify the existence of transgenic rice Bt63 contents in non-GMO rice using a THz time-domain spectroscopy system. Principal component analysis (PCA) was used to extract the feature data based on the cumulative rate of information contribution ( > 90%); the top four principal components were selected and a radial basis function neural network (RBFNN) method was then trained and used. Three selection radial basis functions including a … Show more

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Cited by 4 publications
(2 citation statements)
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“…ese studies provide conditions for detecting biomolecules by THz technology. Ju et al [7] used THz-TDS system to identify the presence of bt63 transgenic rice in nontransgenic rice in the range of 0.2-1.6 THz, principal component analysis was used to extract characteristic data, and the accuracy of sample identi cation reached 90%, providing a novel method for identifying transgenic components in rice. Cao et al [8] analyzed the mixture of imidacloprid, carbendazim, and the our matrix using the THz-TDS system.…”
Section: Introductionmentioning
confidence: 99%
“…ese studies provide conditions for detecting biomolecules by THz technology. Ju et al [7] used THz-TDS system to identify the presence of bt63 transgenic rice in nontransgenic rice in the range of 0.2-1.6 THz, principal component analysis was used to extract characteristic data, and the accuracy of sample identi cation reached 90%, providing a novel method for identifying transgenic components in rice. Cao et al [8] analyzed the mixture of imidacloprid, carbendazim, and the our matrix using the THz-TDS system.…”
Section: Introductionmentioning
confidence: 99%
“…Terahertz (THz) waves 6 are electromagnetic waves that are characterized as being between microwave and infrared radiation in the electromagnetic spectrum. The frequency range of these waves is from 0.1 to 10 THz, and the corresponding wavelength range is 0.03-3 mm.…”
Section: Introductionmentioning
confidence: 99%