Technology Center, China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, Zhejiang 310008, China.
Technology Center, China Tobacco Zhejiang Industrial Co., Ltd, Hangzhou, Zhejiang 310008, China.
Spectrochim Acta A Mol Biomol Spectrosc. 2019 May 15;215:398-404. doi: 10.1016/j.saa.2019.01.094. Epub 2019 Mar 6.
Herein we propose near infrared (NIR) spectroscopy as a rapid method of evaluating the quality of agricultural products. Unlike existing quantitative or qualitative models, quality similarity is characterised using spectral similarity. Key factors of the spectral similarity method were investigated, including variable selection, pre-processing and similarity measures. Sophisticated techniques were developed to ensure the reliability of similarity algorithm. The proposed method was tested by quality similarity of flue-cured tobacco samples. The results demonstrated that the quality-related factors between the target and the similar samples (determined by spectral similarity), showed high similarities. This new method has the potential to characterise product quality effectively and could be a useful new alternative to the widely used PLS models.
在此,我们提出近红外(NIR)光谱法作为一种快速评估农产品质量的方法。与现有的定量或定性模型不同,质量相似性是通过光谱相似性来描述的。研究了光谱相似性方法的关键因素,包括变量选择、预处理和相似性度量。开发了复杂的技术来确保相似性算法的可靠性。该方法通过烤烟样品的质量相似性进行了测试。结果表明,目标样品和相似样品之间的质量相关因素(由光谱相似性确定)具有很高的相似性。这种新方法有可能有效地描述产品质量,并且可能成为广泛使用的 PLS 模型的有用替代方法。