Literature DB >> 28528254

Quantitative determination of Auramine O by terahertz spectroscopy with 2DCOS-PLSR model.

Huo Zhang1, Zhi Li2, Tao Chen3, Binyi Qin4.   

Abstract

Residues of harmful dyes such as Auramine O (AO) in herb and food products threaten the health of people. So, fast and sensitive detection techniques of the residues are needed. As a powerful tool for substance detection, terahertz (THz) spectroscopy was used for the quantitative determination of AO by combining with an improved partial least-squares regression (PLSR) model in this paper. Absorbance of herbal samples with different concentrations was obtained by THz-TDS in the band between 0.2THz and 1.6THz. We applied two-dimensional correlation spectroscopy (2DCOS) to improve the PLSR model. This method highlighted the spectral differences of different concentrations, provided a clear criterion of the input interval selection, and improved the accuracy of detection result. The experimental result indicated that the combination of the THz spectroscopy and 2DCOS-PLSR is an excellent quantitative analysis method.
Copyright © 2017 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  2DCOS-PLSR; Harmful dye; Rapid measurement; Terahertz spectroscopy; Two-dimensional correlation terahertz spectroscopy (2DCOS-THz)

Mesh:

Substances:

Year:  2017        PMID: 28528254     DOI: 10.1016/j.saa.2017.05.017

Source DB:  PubMed          Journal:  Spectrochim Acta A Mol Biomol Spectrosc        ISSN: 1386-1425            Impact factor:   4.098


  2 in total

1.  Pesticide detection combining the Wasserstein generative adversarial network and the residual neural network based on terahertz spectroscopy.

Authors:  Ruizhao Yang; Yun Li; Binyi Qin; Di Zhao; Yongjin Gan; Jincun Zheng
Journal:  RSC Adv       Date:  2022-01-11       Impact factor: 3.361

2.  A Novel Method for Carbendazim High-Sensitivity Detection Based on the Combination of Metamaterial Sensor and Machine Learning.

Authors:  Ruizhao Yang; Yun Li; Jincun Zheng; Jie Qiu; Jinwen Song; Fengxia Xu; Binyi Qin
Journal:  Materials (Basel)       Date:  2022-09-02       Impact factor: 3.748

  2 in total

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