Chemometrics in spectroscopy -: Part 2.: Examples

被引：93
作者：
Geladi, P
Sethson, B
Nyström, J
Lillhonga, T
Lestander, T
Burger, J
机构：
[1] Swedish Univ Agr Sci, Unit Biomass Technol & Chem, SE-90403 Umea, Sweden
[2] Umea Univ, Dept Chem, SE-90187 Umea, Sweden
[3] Umea Univ, Ctr Biomed Engn & Phys, SE-90187 Umea, Sweden
[4] Swedish Polytech, FIN-65201 Vaasa, Finland
来源：
SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY | 2004年 / 59卷 / 09期
关键词：
spectroscopic imaging; multivariate image analysis; process chemometrics; electrochemical impedance spectroscopy; principal component analysis; partial least squares regression; process analytical chemistry; near-infrared spectroscopy;
D O I：
10.1016/j.sab.2004.06.009
中图分类号：
O433 [光谱学];
学科分类号：
0703 ; 070302 ;
摘要：
Some of the principles and main methods of chemometrics are illustrated by examples. The examples ate from electrochemistry, process analytical chemistry and multivariate imaging. Principal component analysis, partial least squares regression and multivariate image analysis are used to illustrate the power of chemometrical thinking. The emphasis is on plotting and visualization for showing the salient features of a model or data set. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码：1347 / 1357
页数：11
相关论文
共 50 条
  • [11] NIR spectroscopy and chemometrics for the typification of Spanish wine vinegars with a protected designation of origin
    Rios-Reina, Rocio
    Luis Garcia-Gonzalez, Diego
    Maria Callejon, Raquel
    Manuel Amigo, Jose
    [J]. FOOD CONTROL, 2018, 89 : 108 - 116
  • [12] Near infrared spectroscopy combined with chemometrics to detect and quantify adulteration of maca powder
    Zeng, Miao-Na
    Zheng, Shao-Yan
    [J]. JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2021, 29 (02) : 108 - 115
  • [13] Ancient human bones studied and compared by near infrared spectroscopy, thermogravimetry and chemometrics
    Biancolillo, Alessandra
    Tomassetti, Mauro
    Bucci, Remo
    Izzo, Simona
    Candilio, Francesca
    Marini, Federico
    [J]. JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2019, 27 (01) : 6 - 14
  • [14] Geographical classification of Nanfeng mandarin by near infrared spectroscopy coupled with chemometrics methods
    Zhang, Xuan
    Du, Yiping
    Tong, Peijin
    Wei, Yuanlong
    Wang, Man
    [J]. JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES, 2014, 7 (06)
  • [15] Application of near infrared spectroscopy with chemometrics for qualitative and quantitative dental caries assessment
    Sodata, Patteera
    Peerapattana, Jomjai
    [J]. VIBRATIONAL SPECTROSCOPY, 2020, 111
  • [16] Electrochemical Impedance Spectroscopy Part 2: Applications
    Ariyoshi, Kingo
    Mineshige, Atsushi
    Takeno, Mitsuhiro
    Fukutsuka, Tomokazu
    Abe, Takeshi
    Uchida, Satoshi
    Siroma, Zyun
    [J]. ELECTROCHEMISTRY, 2022, 90 (10)
  • [17] Rapid Detection of Volatile Oil in Mentha haplocalyx by Near-Infrared Spectroscopy and Chemometrics
    Yan, Hui
    Guo, Cheng
    Shao, Yang
    Ouyang, Zhen
    [J]. PHARMACOGNOSY MAGAZINE, 2017, 13 (51) : 439 - 445
  • [18] Nondestructive analysis of polymers by Raman spectroscopy, near-infrared spectroscopy, and chemometrics
    Shimoyama, M
    [J]. BUNSEKI KAGAKU, 1999, 48 (01) : 129 - 130
  • [19] Monitoring of the hydrolysis process of bear bile powder using near infrared spectroscopy and chemometrics
    Li, Wenlong
    Cheng, Zhiwei
    Qu, Haibin
    [J]. MEASUREMENT, 2016, 88 : 18 - 26
  • [20] Characterization of Chickpea Flour by Near Infrared Spectroscopy and Chemometrics
    Kamboj, Uma
    Guha, Paramita
    Mishra, Sunita
    [J]. ANALYTICAL LETTERS, 2017, 50 (11) : 1754 - 1766
12345