Determination of total nitrogen content in fresh tea leaf using visible-near infrared spectroscopy

CORC > 北京大学 > 地球与空间科学学院

	Determination of total nitrogen content in fresh tea leaf using visible-near infrared spectroscopy
	Hu, Yong-Guang ; Li, Ping-Ping ; Mu, Jian-Hua ; Mao, Han-Ping ; Wu, Cai-Cong ; Chen, Bin
刊名	guang pu xue yu guang pu fen xispectroscopy and spectral analysis
	2008
英文摘要	To monitor tea tree growth and nitrogen nutrition in tea leaves, visible-near infrared spectroscopy was used to determine total nitrogen content. One hundred eleven fresh tea leaves of different nitrogen levels were sampled according to different tea type, plant age, leaf age, leaf position and soil nutrients, which covered a wide range of nitrogen content. Visible-near infrared reflectance spectra were scanned under the sunlight with a portable spectroradiometer (ASD FieldSpec 3) in field. The software of NIRSA developed by Jiangsu University was used to establish the calibration models and prediction models, which included spectra data editing, preprocessing, sample analysis, spectrogram comparison, calibration model and prediction model, analysis reporting and system configuration. Eighty six samples were used to establish the calibration model with the preprocessing of first/second-order derivative plus moving average filter and the algorithm of PLS regression, stepwise regression, principal component regression, PLS regression plus artificial neural network and so on. The result shows that the PLS regression calibration model with 7 principal component factors after the preprocessing of first-order derivative plus moving average filter is the best and correspondingly the root mean square error of calibration is 0.973. Twenty five unknown samples were used to establish the prediction model and the correlation coefficient between predicted values and real values is 0.888 1, while the root mean square error of prediction is 0.1304 with the mean relative error of 4.339%. Therefore, visible-near infrared spectroscopy has a huge potential for the determination of total nitrogen content in fresh tea leaves in a rapid and nondestructive way. Consequently, the technique can be significant to monitoring the tea tree growth and fertilization management.; EI; 0; 12; 2821-2825; 28
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/408984]
专题	地球与空间科学学院
推荐引用方式 GB/T 7714	Hu, Yong-Guang,Li, Ping-Ping,Mu, Jian-Hua,et al. Determination of total nitrogen content in fresh tea leaf using visible-near infrared spectroscopy[J]. guang pu xue yu guang pu fen xispectroscopy and spectral analysis,2008.
APA	Hu, Yong-Guang,Li, Ping-Ping,Mu, Jian-Hua,Mao, Han-Ping,Wu, Cai-Cong,&Chen, Bin.(2008).Determination of total nitrogen content in fresh tea leaf using visible-near infrared spectroscopy.guang pu xue yu guang pu fen xispectroscopy and spectral analysis.
MLA	Hu, Yong-Guang,et al."Determination of total nitrogen content in fresh tea leaf using visible-near infrared spectroscopy".guang pu xue yu guang pu fen xispectroscopy and spectral analysis (2008).