Feasibility Study of Veterinary Drug Residues in Honey by NIR Detection

In order to vertify the feasibility of the near-infrared to detect the veterinary drug in honey, studying the impact of different background correction methods for linear modeling and nonlinear modeling. Use PLSR to establish the linear model between near-infrared spectroscopy and to be measured, an...

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Bibliographic Details
Published inComputer and Computing Technologies in Agriculture VI Vol. 392; pp. 150 - 156
Main Authors Chen, Hongqian, Tu, Zhenhua, Qing, Zhaoshen, Qiu, Xiaobin, Meng, Chaoying
Format Book Chapter
LanguageEnglish
Published Germany Springer Berlin / Heidelberg 2013
Springer Berlin Heidelberg
SeriesIFIP Advances in Information and Communication Technology
Subjects
Honey
Near-infrared
Tetracycline
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Summary:In order to vertify the feasibility of the near-infrared to detect the veterinary drug in honey, studying the impact of different background correction methods for linear modeling and nonlinear modeling. Use PLSR to establish the linear model between near-infrared spectroscopy and to be measured, and LSSVR to establish the nonlinear model between near-infrared spectroscopy and to be measured. At the same time, we used Wavelet transform, Multiplicative Scatter Correction, Standard Normalized Variate, First derivative transform, Second derivative transform, Orthogonal Signal Correction and other background correction methods to improve the feasibility of the near-infrared detection.
ISBN:9783642361234
3642361234
ISSN:1868-4238
1868-422X
DOI:10.1007/978-3-642-36124-1_19