平行因子法分解成分分析在三维荧光光谱数据中的实现

doi:10.3964/j.issn.1000-0593(2015)06-1611-07

Abstract
References
Related Citation (15)

Download: PDF (3323 KB)
Export: BibTeX | EndNote (RIS)

Abstract The paper systematically analyzes the implementation process of the parallel factor analysis (PARAFAC) method decompose matrix data. As example, The three dimensional fluorescence spectra of the water samples taken from the lake were analyzed by PARAFAC. According to the distribution of the core matrix elements, the core consistency, the degree of similarity between the model spectra and the original spectra, the physical meaning of the proposed decomposition components, the number of components was determined. Then the corresponding PARAFAC model was established. The components of the fluorescence material components dissolved in water samples can be decomposed by this PARAFAC model.

Key words：Parallel factor analysis;Component;Decomposition;Three-Dimensional Fluorescence

Received: 2014-01-21 Accepted: 2014-04-19

ZTFLH:

O657.3

Corresponding Authors: ZHU Peng E-mail: ncuzhupeng@163.com

Cite this article:

ZHU Peng,LIU Cheng-lin,ZHU Fei. The Implementation by PARAFAC Decompose Components Analysis in the Three-Dimensional Fluorescence Spectroscopy Data [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2015, 35(06): 1611-1617.

URL:

https://www.gpxygpfx.com/EN/10.3964/j.issn.1000-0593(2015)06-1611-07 OR https://www.gpxygpfx.com/EN/Y2015/V35/I06/1611

[1] Carroll J D. Psychometrika，1970，35: 283.
[2] Harshman R A. UCLA Working Ppers in Phonetics，1970，16：1.
[3] Bro R. Chemometrics and Intelligent Laboratory Systems，1997，38：149.
[4] Stedmon C A，Bro R. Limnology and Oceanography：Methods，2008，(6)：572.
[5] Bro R，Vidal M. Chemometrics and Intelligent Laboratory Systems，2011，106(1)：86.
[6] XU Lu(许禄). Chemometrics (Principles and Applications of Some Important Methods)(化学计量学(一些重要方法的原理及应用)). Beijing: Science Press(北京: 科学出版社)，2004.
[7] Chen Z P，Liu Z，Cao Y Z，et al. Analytica Chimica Acta，2001，444(2)：295.
[8] Xie H P，Jiang J H，Long N，et al. Chemometrics and intelligent Laboratory Systems，2003，66(1)：101.
[9] Louwerse D J，Smilde A K，Kiers H A L. Journal of Chemometrics，1999，13(5)：491.
[10] Xie H P，Jiang J H，Sien G L，et al. Computers and Chemistry，2002，26(2)：183.
[11] Chen Z P，Liang Y Z，Jiang J H，et al. Journal of Chemometrics，1999，13(1)：15.
[12] Durell S R，Lee C H，Ross R T，et al. Archives of Biochemistry and Biophysics，1999，278(1)：148.
[13] Hu L Q，Wu H L，Jiang J H，et al. Analytical and Bioanalytical Chemistry，2006，384(7-8)：1493.
[14] Hu L Q，Wu H L，Jiang J H，et al. Talanta，2007，71(1)：73.
[15] Harshman R A，Lundy M E. New York：Praeger，1984. 216.
[16] Bro R. Journal of Chemometrics，2003，17(50)：274.
[17] ZHU Shao-hua(朱绍华). The Research on Multi-way Chemometric Methodologies and Their Applications in Pesticide Analysis(高维化学计量学方法的研究及其在农药分析方面的应用). Changsha: Doctoral Dissertation of Hunan University，2008. 20.
[18] CAI Wen-liang, XU Xiao-yi, DU Xian, et al(蔡文良，许晓毅，杜娴，等). Research of Environmentao Sciences(环境科学研究)，2012, 25(3): 276.
[19] Zepp R G，Sheldon W M，Moran M A. Marine Chemistry，2004，89(1-4)：15.
[20] HUANG Chang-chun，LI Yun-mei，WANG Qiao，et al(黄昌春，李云梅，王桥，等). Journal of Lake Sciences(湖泊科学)，2010，22(3)：375.
[21] Zhang Y L，Van Dijk M A，Liu M L，et al. Water Research，2009，43(18)：4685.
[22] Komada T，Schofield O M E，Reimers C E. Marine Chemistry，2002，(79)：81.
[23] Burdige D J，Kline S W，Chen W H. Marine Chemistry，2004，89：289.
[24] Coble P G. Marine Chemistry，1996，51：325.
[25] ZHANG Yun-lin(张运林). Journal of Lake Sciences(湖泊科学)，2001, 23(4)：483.