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[The influence of reference data noise on the NIR prediction results].
Yao, Sheng; Wu, Guo-feng; Zhou, Shu-ke; Jiang, Yi-fei; Jin, Xiao-juan; Zhao, Qiang; Pu, Jun-wen.
Afiliação
  • Yao S; College of Material Science and Technology, Beijing Forestry University, Beijing 100083, China. yao.sh@163.com
Guang Pu Xue Yu Guang Pu Fen Xi ; 31(5): 1216-9, 2011 May.
Article em Zh | MEDLINE | ID: mdl-21800568
This article used hemicelluloses content in acacia spp. wood as a case study to demonstrate the influence of noise in the reference data on the results of NIR calibration model. The results indicated that the accuracy of NIR calibration model was affected by the reference data noise. The less noisy data was used in calibration model, the better result could be obtained. But when the noise was larger, NIR calibration model which was built by using regression mathematics methods can perform better than using primary reference data.
Assuntos
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Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Madeira / Espectroscopia de Luz Próxima ao Infravermelho Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Idioma: Zh Revista: Guang Pu Xue Yu Guang Pu Fen Xi Ano de publicação: 2011 Tipo de documento: Article País de afiliação: China País de publicação: China
Buscar no Google
Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Madeira / Espectroscopia de Luz Próxima ao Infravermelho Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Idioma: Zh Revista: Guang Pu Xue Yu Guang Pu Fen Xi Ano de publicação: 2011 Tipo de documento: Article País de afiliação: China País de publicação: China