中国高等学校学术文摘·林学2009,Vol.4Issue(3) :368-373.DOI:10.1007/s11461-009-0034-2

Prediction of mechanical properties of Chinese fir wood by near infrared spectroscopy

Huaqiang YU Rongjun ZHAO Feng FU Benhua FEI Zehui JIANG
中国高等学校学术文摘·林学2009,Vol.4Issue(3) :368-373.DOI:10.1007/s11461-009-0034-2

Prediction of mechanical properties of Chinese fir wood by near infrared spectroscopy

Huaqiang YU 1Rongjun ZHAO 1Feng FU 1Benhua FEI 1Zehui JIANG1
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作者信息

  • 1. Research Institute of Wood Industry, Chinese Academy of Forestry, Beijing 100091, China
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Abstract

Mechanical properties and the visible and near infrared (NIR) (350-2500nm) spectra obtained from longitudinal and transverse face of 155 small clear wood samples of Chinese fir (Cunninghamia lanceolata) were measured, and 103 of them were used to establish calibration models. Calibrations were tested on an independent set (52 samples). Differences between calibrations developed by using the longitudinal and transverse face were small. The calibrations developed by using NIR spectra (350-2500nm) collected from transverse face were slightly inferior to those developed by using NIR spectra collected from longitudinal face. When reducing the spectral range to between 780 and 1050 nm, the calibrations developed by using NIR spectra collected from longitudinal face were slightly inferior to those developed by using NIR spectra collected from transverse face, and reducing the spectral range causes no decrease in the quality of the models developed using NIR spectra collected from transverse face. Partial lease square (PLS) modeling and test showed that calibrations developed using the visible and NIR spectra from transverse and longitudinal faces and calibrations developed by using the reducing spectral range (780- 1050nm) from the transverse face were moderate, and have a RPD range from 1.51 to 1.90. It is concluded that NIR spectroscopy can be used as an initial screening.

Key words

near infrared (NIR) spectroscopy/Chinese fir/MOE/MOR/partial least-square (PLS)

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基金项目

State Forestry Administration from the grant(948 Program)(2003-4-27)

出版年

2009
中国高等学校学术文摘·林学
高等教育出版社

中国高等学校学术文摘·林学

ISSN:1673-3517
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参考文献量2
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