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近红外反射光谱法测定苜蓿干草主要纤维成分的研究
Determination of Main Fiber Compositions of Alfalfa Hay by Near Infrared Reflectance Spectroscopy
【摘要】 采集不同生育期、不同品种和不同干燥方式(烘干、阴干、晒干)的苜蓿干草样品60份,研究了利用近红外反射光谱法分析苜蓿干草中纤维素、半纤维素和木质素含量的可行性。实验结果显示,纤维素的交互验证相关系数(RCV)、外部验证决定系数(r2)以及验证集样品标准差(SD)与预测残差均方根(RMSEP)的比值(RPD)分别为0.97,0.97,4.44,木质素为0.94,0.94,4.08,表明利用NIRS技术可以准确分析苜蓿干草中纤维素和木质素的含量。半纤维素的RCV,r2,RPD分别为0.29,0.12,1.09,说明该模型不能进行半纤维素的实际预测。利用近红外反射光谱法准确测定纤维素和木质素含量的结果,对苜蓿生产加工中的质量评价,以及苜蓿育种等研究中纤维品质的快速分析都具有重要意义。
【Abstract】 Sixty alfalfa samples,with different growth stage,cultivars,and preparing method(drying by oven,shade and sun),were selected to study the potential of determination of cellulose,hemicellulose and lignin content in the present research.The result showed that the correlation coefficient of cross-validation(RCV),determination coefficient of external validation(r2) and the ratio of standard deviation to root mean square error of prediction(RPD) of cellulose and lignin were 0.97,0.97 and 4.44,and 0.94,0.94 and 4.08,respectively.This indicated the feasibility of determining cellulose and lignin content of alfalfa using near infrared reflectance spectroscopy.Hemicellulose was not predicted accurately by NIRS in this study,due to the lowest accuracy(RCV=0.39,r2=0.29,RPD=1.09).The exact determination of cellulose and lignin using near infrared reflectance spectroscopy will be useful to quality control in alfalfa production and quickly analyzing the fiber composition of alfalfa samples in breeding research.
【Key words】 Near infrared reflectance spectroscopy(NIRS); Alfalfa; Cellulose; Hemicellulose; Lignin;
- 【文献出处】 光谱学与光谱分析 ,Spectroscopy and Spectral Analysis , 编辑部邮箱 ,2008年05期
- 【分类号】S541.9
- 【被引频次】41
- 【下载频次】555