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Application of FT-NIR-DR and FT-IR-ATR spectroscopy to estimate the chemical composition of bamboo (Neosinocalamus affinis Keng)  ( SCI-EXPANDED收录)   被引量:26

文献类型:期刊文献

英文题名:Application of FT-NIR-DR and FT-IR-ATR spectroscopy to estimate the chemical composition of bamboo (Neosinocalamus affinis Keng)

作者:Sun, Bailing[1] Liu, Junliang[1] Liu, Shujun[1] Yang, Qing[2]

第一作者:孙柏玲

通信作者:Liu, JL[1]

机构:[1]Chinese Acad Forestry, Res Inst Wood Ind, Beijing 100091, Peoples R China;[2]China Agr Univ, Coll Agr & Biotechnol, Beijing 100094, Peoples R China

年份:2011

卷号:65

期号:5

起止页码:689-696

外文期刊名:HOLZFORSCHUNG

收录:;WOS:【SCI-EXPANDED(收录号:WOS:000293563400009)】;

基金:The authors acknowledge the financial support from the 15th National Scientific & Technological Support Project of China (2006BAD19B0704), and Professor Suqin Sun and her team from Department of Chemistry, Tsinghua University, Beijing, China, for their help in measurement of FT-IR spectra of bamboo by FT-IR-ATR spectroscopy.

语种:英文

外文关键词:alpha-cellulose; FT-NIR-DR; FT-IR-ATR; holocellulose; lignin; NaOH extractives; Neosinocalamus affinis Keng; PLS regression

摘要:Neosinocalamus affinis Keng is widely grown in south-western China for pulp and paper production. Rapid assessment of the chemical properties of N. affinis is necessary for both bamboo breeding and industrial utilization. This study was performed to investigate the abilities of Fourier transform near-infrared spectroscopy in the diffuse reflectance mode (FT-NIR-DR) and Fourier transform infrared attenuated total reflectance (FT-IR-ATR) spectroscopy to predict the contents of holocellulose, alpha-cellulose, Klason lignin, and NaOH extractives in N. affinis. Partial least squares regression models based on the raw and preprocessed spectra, including multiplicative scatter correction (MSC) and Savitzky-Golay 1st and 2nd derivative spectra, were developed for the chemical components of bamboo. The NIR-based calibrations displayed better performance than those using FT-IR-ATR spectra. The best calibrations developed by both methods for properties all had satisfactory correlations, with coefficient of determination (R-c(2)) values ranging from 0.81 (Klason lignin by FT-IR and MSC) to 0.98 (alpha-cellulose by FT-NIR and 2nd derivative), and root mean standard error of calibration between 0.50 and 1.47%. When applied to prediction sets, the correlations were good, with R-p(2) above 0.68. The results demonstrate that both spectroscopic methods, combined with chemometric strategies, could rapidly predict the chemical composition of bamboo.

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