文献类型: 外文期刊
作者: Chen, Xiong 1 ; Li, Jieqing 3 ; Li, Tao 4 ; Liu, Honggao 1 ; Wang, Yuanzhong 2 ;
作者机构: 1.Yunnan Agr Univ, Coll Agron & Biotechnol, Kunming 650201, Yunnan, Peoples R China
2.Yunnan Acad Agr Sci, Med Plants Res Inst, Kunming, Yunnan, Peoples R China
3.Yunnan Agr Univ, Coll Resources & Environm, Kunming, Yunnan, Peoples R China
4.Yuxi Normal Univ, Coll Resources & Environm, Yuxi, Peoples R China
5.Zhaotong Univ, Zhaotong, Peoples R China
关键词: Mushroom; infrared spectroscopy; chemometrics; qualitative analysis; quantitative analysis
期刊名称:APPLIED SPECTROSCOPY REVIEWS ( 影响因子:5.917; 五年影响因子:5.771 )
ISSN: 0570-4928
年卷期:
页码:
收录情况: SCI
摘要: Different species and geographic regions of mushrooms differ in nutritional and medicinal value, while traditional chemical methods are destructive, time-consuming and expensive to sample. In contrast, infrared spectroscopy enables accurate, noninvasive, rapid and inexpensive identification of species and quality analysis. But infrared spectroscopy technology has produced a large number of data, common data analysis methods cannot be analyzed, chemometrics can solve this problem. In recent years, the combination of infrared spectroscopy and chemometrics has made some progress in qualitative and quantitative analysis of mushrooms. In this review, the basic principle of infrared spectroscopy and chemometrics are introduced, and their typical applications in different directions of mushrooms are summarized. Finally, we point out the limitation of infrared spectroscopy, but with the development of chemometrics, infrared spectroscopy will have a broader prospect.
- 相关文献
作者其他论文 更多>>
-
Rapid determination of geographical authenticity of Gastrodia elata f. glauca using Fourier transform infrared spectroscopy and deep learning
作者:Deng, Guangmei;Li, Jieqing;Deng, Guangmei;Wang, Yuanzhong;Liu, Honggao
关键词:Gastrodia elata f. glauca; Fourier transform infrared spectroscopy; Deep learning; Data driven version of soft independent; modeling of class analogy
-
Rapid prediction of nucleosides content and origin traceability of Boletus bainiugan using Fourier transform near-infrared spectroscopy combined with chemometrics
作者:Deng, Guangmei;Li, Jieqing;Deng, Guangmei;Wang, Yuanzhong;Liu, Honggao
关键词:Fourier transform near-infrared spectroscopy; Nucleoside compounds; Climatic factors; Two-dimensional correlation spectroscopy; Residual neural networks
-
Predicting the suitable habitat distribution of Polygonatum kingianum under current and future climate scenarios in southwestern Yunnan, China
作者:Hu, Xiaoyan;Yang, Shaobing;Li, Zhimin;Wang, Yuanzhong;Hu, Xiaoyan
关键词:Polygonatum kingianum; Maximum entropy model; Species distribution; Suitable habitat; Geographical traceability
-
Histopathological and Transcriptional Changes in Silkworm Larval Gonads in Response to Chlorfenapyr Exposure
作者:Li, Tao;Hu, Changxiong;Liu, Zenghu;Li, Qiongyan;Fan, Yonghui;Liao, Pengfei;Liu, Min;Yang, Weike;Li, Xingxing;Dong, Zhanpeng
关键词:
Bombyx mori ; chlorfenapyr; reproductive development; drug metabolism; hormone biosynthesis -
Geographical origin identification of Dendrobium Officinale based on FT-NIR and ATR-FTIR spectroscopy
作者:Han, Jiaqi;Hu, Qiang;Wang, Yuanzhong
关键词:Spectral analysis; Data fusion; Two-dimensional correlation spectroscopy; The residual convolutional neural network; Dendrobium officinale Kimura & Migo
-
Classification of bolete species and drying temperature using LC-MS and infrared spectroscopy and simultaneous prediction of their major compounds using chemometrics
作者:Zheng, Chuanmao;Li, Jieqing;Zheng, Chuanmao;Wang, Yuanzhong;Liu, Honggao
关键词:Boletes; Organic acids; Postharvest drying; Species identification; Quality assessment
-
Infrared spectroscopy combined with machine learning: A fast method for origin tracing and dry matter content prediction of Dendrobium officinale Kimura et Migo
作者:Feng, Yangna;Feng, Yangna;Yang, Shaobing;Wang, Yuanzhong
关键词:FT-NIR; ATR-FTIR; Dendrobium officinal; Prediction; Origin tracing



