Biomass Compositional Analysis Using Sparse Partial Least Squares Regression and Near Infrared Spectrum Technique

YAO Yan; WANG Chang-yue; LIU Hui-jun; TANG Jian-bin; CAI Jin-hui; WANG Jing-jun

doi:10.3964/j.issn.1000-0593(2015)07-1864-06

Journals >Spectroscopy and Spectral Analysis >Volume 35 >Issue 7 >Page 1864 > Article

Spectroscopy and Spectral Analysis
Vol. 35, Issue 7, 1864 (2015)

Biomass Compositional Analysis Using Sparse Partial Least Squares Regression and Near Infrared Spectrum Technique

YAO Yan, WANG Chang-yue^*, LIU Hui-jun, TANG Jian-bin, CAI Jin-hui, and WANG Jing-jun

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[in Chinese]

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DOI: 10.3964/j.issn.1000-0593(2015)07-1864-06 Cite this Article

YAO Yan, WANG Chang-yue, LIU Hui-jun, TANG Jian-bin, CAI Jin-hui, WANG Jing-jun. Biomass Compositional Analysis Using Sparse Partial Least Squares Regression and Near Infrared Spectrum Technique[J]. Spectroscopy and Spectral Analysis, 2015, 35(7): 1864 Copy Citation Text

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References

[2] Andres J M,Bona M T.Analytical Chimica Acta,2005,(535):123.

[3] Sensoz S,Kaynar I.Industrial Crops and Products,2006,23(1):99.

[4] Burns D A,Ciurczak E W.Handbook of Near-Infrared Analysis.Revised and Expanded,Chapter 28,2001.

[5] Kaihara Mikio.Report of the ISIJ Meeting,2005,18(3):652.

[7] Hyonho Chun.J.R.Statist.Soc.,2010,72(1):3.

[8] Hui Zou,Trevor Hastie.J.R.Statist.Soc.B,2005,67(2):301.

[9] Robert Tibshiani.J.R.Statist.Soc.B,1996,58(1):267.

[10] Chun H.Genetics,2009,182:79.

[11] Jolliffe I T,Trendafilov N T,Uddin M.Computnl Graph.Statist.,2003,12:531.

[13] Wang Changyue,Yao Yan,Liu Huijun.Rapid Compositional Analysis of Sawdust Using Sparse Method and Near Infrared Spectroscopy.The 26th Chinese Control and DecisionConference.

[15] Alsberg B K,Woodward A M,Kell D B.Chemometr Intell LabSyst,1997,37:215.

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