Rapid identification of Lilium species and polysaccharide contents based on near infrared spectroscopy and weighted partial least square method
作者： Jian-hua Huang , Rong-rong Zhou , Dan He , Lin Chen , Yang-Yu Yang
DOI: 10.1016/J.IJBIOMAC.2020.03.109
关键词: Rapid identification 、 Root mean square 、 Lilium 、 Random forest 、 Mathematics 、 Near-infrared spectroscopy 、 Polysaccharide 、 Active compound 、 Biological system 、 Chemometrics
摘要: … Polysaccharide is the main active compound of Lilium, and … ' Lilium in China market, ie Lilium lancifolium Thunb (JD), … In recent years, polysaccharides from Lilium plants were shown to …
sci-hub.se 参考文章(34)
C. Jarén, J. C. Ortuño, S. Arazuri, J. I. Arana, M. C. Salvadores, Sugar Determination in Grapes Using NIR Technology International Journal of Infrared and Millimeter Waves. ,vol. 22, pp. 1521- 1530 ,(2001) , 10.1023/A:1015046908814
Matthew Wiener, Andy Liaw, Classification and Regression by randomForest ,(2007)
Brian G Osborne, Thomas Fearn, Peter H Hindle, BG Osborne, Practical Nir Spectroscopy With Applications in Food and Beverage Analysis ,(1993)
Euijeong Lee, Nayoung Yun, Young Pyo Jang, Jinju Kim, Lilium lancifolium Thunb. extract attenuates pulmonary inflammation and air space enlargement in a cigarette smoke-exposed mouse model. Journal of Ethnopharmacology. ,vol. 149, pp. 148- 156 ,(2013) , 10.1016/J.JEP.2013.06.014
Xiao-Xiao Hong, Jian-Guang Luo, Chao Guo, Ling-Yi Kong, New steroidal saponins from the bulbs of Lilium brownii var. viridulum Carbohydrate Research. ,vol. 361, pp. 19- 26 ,(2012) , 10.1016/J.CARRES.2012.07.027
Ting Zhang, Jie Gao, Zheng-Yu Jin, Xue-Ming Xu, Han-Qing Chen, Protective effects of polysaccharides from Lilium lancifolium on streptozotocin-induced diabetic mice International Journal of Biological Macromolecules. ,vol. 65, pp. 436- 440 ,(2014) , 10.1016/J.IJBIOMAC.2014.01.063
Vladimir Svetnik, Andy Liaw, Christopher Tong, J. Christopher Culberson, Robert P. Sheridan, Bradley P. Feuston, Random forest: a classification and regression tool for compound classification and QSAR modeling. Journal of Chemical Information and Computer Sciences. ,vol. 43, pp. 1947- 1958 ,(2003) , 10.1021/CI034160G
L. Nørgaard, A. Saudland, J. Wagner, J. P. Nielsen, L. Munck, S. B. Engelsen, Interval Partial Least-Squares Regression (iPLS): A Comparative Chemometric Study with an Example from Near-Infrared Spectroscopy Applied Spectroscopy. ,vol. 54, pp. 413- 419 ,(2000) , 10.1366/0003702001949500
C.-F. Chau, S.-H. Wu, The development of regulations of Chinese herbal medicines for both medicinal and food uses Trends in Food Science and Technology. ,vol. 17, pp. 313- 323 ,(2006) , 10.1016/J.TIFS.2005.12.005
O. Galtier, N. Dupuy, Y. Le Dréau, D. Ollivier, C. Pinatel, J. Kister, J. Artaud, Geographic origins and compositions of virgin olive oils determinated by chemometric analysis of NIR spectra. Analytica Chimica Acta. ,vol. 595, pp. 136- 144 ,(2007) , 10.1016/J.ACA.2007.02.033