Extended multiplicative signal correction in vibrational spectroscopy, a tutorial

Chemometrics and Intelligent Laboratory Systems

Volumn 117, Issue , 2012, Pages 92-99

  Afseth, Nils Kristian ^a   Kohler, Achim ^a,b  

^a NOFIMA   (Norway)

^b NORWEGIAN UNIVERSITY OF LIFE SCIENCES   (Norway)

Author keywords

Chemical interference; Extended multiplicative signal correction; Physical interference; Polynomial extensions; Preprocessing; Vibrational spectroscopy

Indexed keywords

ARTICLE; COMPUTER PROGRAM; EXTENDED MULTIPLICATIVE SIGNAL CORRECTION; FEASIBILITY STUDY; INFRARED SPECTROSCOPY; MATHEMATICAL ANALYSIS; PHYSICAL CHEMISTRY; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; RAMAN SPECTROMETRY; SIGNAL PROCESSING; SPECTROSCOPY; VIBRATIONAL SPECTROSCOPY;

EID: 84867234199     PISSN: 01697439     EISSN: 18733239     Source Type: Journal    
DOI: 10.1016/j.chemolab.2012.03.004     Document Type: Article

References (27)

1. Ilari J.L., Martens M., Isaksson T. Determination of particle size in powders by scatter correction in diffuse near-infrared reflectance. Applied Spectroscopy 1988, 42:722-728.
2. Martens H., Jensen S.A., Geladi P. Multivariate linearity transformations for near infrared reflectance spectroscopy. Nordic Symposium on Applied Statistics 1983, 205-234. Stokkland Forlag, Stavanger, Norway. O.H.J. Christie (Ed.).
3. Geladi P., Macdougall D., Martens H. Linearization and scatter-correction for near-infrared reflectance spectra of meat. Applied Spectroscopy 1985, 39:491-500.
4. Martens H., Stark E. Extended multiplicative signal correction and spectral interference subtraction - new preprocessing methods for near-infrared spectroscopy. Journal of Pharmaceutical and Biomedical Analysis 1991, 9:625-635.
5. Martens H., Nielsen J.P., Engelsen S.B. Light scattering and light absorbance separated by extended multiplicative signal correction. Application to near-infrared transmission analysis of powder mixtures. Analytical Chemistry 2003, 75:394-404.
6. Rinnan A., van den Berg F., Engelsen S.B. Review of the most common pre-processing techniques for near-infrared spectra. TRAC Trends in Analytical Chemistry 2009, 28:1201-1222.
7. Ottestad S., Isaksson T., Saeys W., Wold J.P. Scattering correction by use of a priori information. Applied Spectroscopy 2010, 64:795-804.
8. Pedersen D.K., Martens H., Nielsen J.P., Engelsen S.B. Near-infrared absorption and scattering separated by extended inverted signal correction (EISC): analysis of near-infrared transmittance spectra of single wheat seeds. Applied Spectroscopy 2002, 56:1206-1214.
9. Dyrby M., Petersen R.V., Larsen J., Rudolf B., Norgaard L., Engelsen S.B. Towards on-line monitoring of the composition of commercial carrageenan powders. Carbohydrate Polymers 2004, 57:337-348.
10. Gallagher N.B., Blake T.A., Gassman P.L. Application of extended inverse scatter correction to mid-infrared reflectance spectra of soil. Journal of Chemometrics 2005, 19:271-281.
11. Bruun S.W., Kohler A., A.I., Sockalingum G.D., Manfait M., Martens H. Correcting attenuated total reflaction-Fourier transform infrared spectra for water vapour and carbon dioxide. Applied Spectroscopy 2006, 60:1029-1039.
12. Kohler A., Afseth N.K., Martens H. Chemometrics in biospectroscopy. Applications of Vibrational Spectroscopy in Food Science 2010, John Wiley & Sons Ltd., Chichester, UK. J.M. Chalmers, E. Li-Chan, P.R. Griffiths (Eds.).
13. Kohler A., Kirschner C., Oust A., Martens H. Extended multiplicative signal correction as a tool for separation and characterization of physical and chemical information in Fourier transform infrared microscopy images of cryo-sections of beef loin. Applied Spectroscopy 2005, 59:707-716.
14. Martens H., Bruun S.W., Adt I., Sockalingum G.D., Kohler A. Pre-processing in biochemometrics: correction for path-length and temperature effects of water in FTIR bio-spectroscopy by EMSC. Journal of Chemometrics 2006, 20:402-417.
15. Bassan P., Kohler A., Martens H., Lee J., Byrne H.J., Dumas P., Gazi E., Brown M., Clarke N., Gardner P. Resonant Mie scattering (RMieS) correction of infrared spectra from highly scattering biological samples. Analyst 2010, 135:268-277.
16. Bassan P., Kohler A., Martens H., Lee J., Jackson E., Lockyer N., Dumas P., Brown M., Clarke N., Gardner P. RMieS-EMSC correction for infrared spectra of biological cells: extension using full Mie theory and GPU computing. Journal of Biophotonics 2010, 3:609-620.
17. Kohler A., Sule-Suso J., Sockalingum G.D., Tobin M., Bahrami F., Yang Y., Pijanka J., Dumas P., Cotte M., van Pittius D.G., Parkes G., Martens H. Estimating and correcting Mie scattering in synchrotron-based microscopic Fourier transform infrared spectra by extended multiplicative signal correction. Applied Spectroscopy 2008, 62:259-266.
18. Afseth N.K., Segtnan V.H., Wold J.P. Raman spectra of biological samples: a study of preprocessing methods. Applied Spectroscopy 2006, 60:1358-1367.
19. Oust A., Moretro T., Naterstad K., Sockalingum G.D., Adt I., Manfait M., Kohler A. Fourier transform infrared and Raman spectroscopy for characterization of Listeria monocytogenes strains. Applied and Environmental Microbiology 2006, 72:228-232.
20. De Gelder J., De Gussem K., Vandenabeele P., De Vos P., Moens L. Methods for extracting biochemical information from bacterial Raman spectra: an explorative study on Cupriavidus metallidurans. Analytica Chimica Acta 2007, 585:234-240.
21. Heraud P., Wood B.R., Beardall J., McNaughton D. Effects of pre-processing of Raman spectra on in vivo classification of nutrient status of microalgal cells. Journal of Chemometrics 2006, 20:193-197.
22. Maquelin K., Scholtes-Timmerman M., Willemse-Erix H., Schut T.B., van Belkum A., Puppels G. A novel approach to correct variations in Raman spectra due to photo-bleachable cellular components. Analyst 2009, 134:387-393.
23. Stark E.W., Martens H. Multiplicative Signal Correction Method and Apparatus, in, US 1996.
24. Afseth N.K., Wold J.P., Segtnan V.H. The potential of Raman spectroscopy for characterisation of the fatty acid unsaturation of salmon. Analytica Chimica Acta 2006, 572:85-92.
25. Lieber C.A., Mahadevan-Jansen A. Automated method for subtraction of fluorescence from biological Raman spectra. Applied Spectroscopy 2003, 57:1363-1367.
26. Bertram H.C., Kohler A., Bocker U., Ofstad R., Andersen H.J. Heat-induced changes in myofibrillar protein structures and myowater of two pork qualities. A combined FT-IR spectroscopy and low-field NMR relaxometry study. Journal of Agricultural and Food Chemistry 2006, 54:1740-1746.
27. Kohler A., Bocker U., Warringer J., Blomberg A., Omholt S.W., Stark E., Martens H. Reducing inter-replicate variation in Fourier transform infrared spectroscopy by extended multiplicative signal correction. Applied Spectroscopy 2009, 63:296-305.