Application of visible and near-infrared spectroscopy to classification of Miscanthus species

The feasibility of visible and near infrared (NIR) spectroscopy as tool to classify Miscanthus samples was explored in this study. Three types of Miscanthus plants, namely, M. sinensis, M. sacchariflorus and M. fIoridulus, were analyzed using a NIR spectrophotometer. Several classification models ba...

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Veröffentlicht in:	PloS one 2017-04, Vol.12 (4), p.e0171360-e0171360
Hauptverfasser:	Jin, Xiaoli, Chen, Xiaoling, Xiao, Liang, Shi, Chunhai, Chen, Liang, Yu, Bin, Yi, Zili, Yoo, Ji Hye, Heo, Kweon, Yu, Chang Yeon, Yamada, Toshihiko, Sacks, Erik J, Peng, Junhua
Format:	Artikel
Sprache:	eng
Schlagworte:	60 APPLIED LIFE SCIENCES absorption spectroscopy Agricultural production Agriculture Alternative energy sources BASIC BIOLOGICAL SCIENCES Biology and Life Sciences Biomass Calibration Cellulose Chemistry China Classification Computer and Information Sciences detergents Discriminant Analysis Feasibility studies Food Fourier transforms Grasses Identification Identification and classification Infrared radiation Infrared spectroscopy Laboratories Least-Squares Analysis leaves linear discriminant analysis Methods Miscanthus Models, Biological Morphology Multivariate analysis Near infrared spectroscopy Neural networks Neural Networks (Computer) People and Places Physical Sciences Physiology Plants Poaceae - chemistry Poaceae - classification Poaceae - growth & development Principal Component Analysis Principal components analysis Raw materials Research and Analysis Methods Saccharification Science Species Specificity Spectrophotometers Spectroscopy, Near-Infrared Spectrum Analysis Support Vector Machine Taxonomy Trees Vocabularies & taxonomies
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