The method originally proposed in 1988 as “CARNAC” has been re-developed to incorporate the use of wavelet compression, modern programming techniques that make it potentially more transportable and some refinements of the technique. The idea is demonstrated on the small database that was used for program testing as it gives surprisingly acceptable results.
DaviesA.M.C.BritcherH.V.FranklinJ.G.RingS.M.GrantA.McClureW.F., “The Application of Fourier-Transformed NIR Spectra to Quantitative Analysis by Comparison of Similarity Indices (CARNAC)”, Mikrochim. Acta (Wien)I, 61 (1988). doi: 10.1007/BF01205839
2.
NæsT.IsakssonT.FearnT.DaviesT., A User-Friendly Guide to Multivariate Calibration and Classification.NIR Publications Chichester, UK, pp. 84–91 (2002).
3.
HamidA.McClureW.F., Software for an On-line Computerized Spectrometer, NCARS Bulletin No.252.North Carolina State University, Raleigh, USA, (1978).
4.
DaviesA.M.C., “The puzzle that leads to CARNAC”, NIR news11(6), 10 (2000).
5.
DaviesA.M.C., “Is the end of the “Calibration Problem” in sight?”, NIR news13(5), 10 (2002).
6.
NæsT.IsakssonT.KowalskiB.R., “Locally weighted regression and scatter correction for Near-Infrared reflectance data”, Anal. Chem.62, 664 (1990). doi: 10.1021/ac00206a003
7.
SinnaeveG.DardenneP.AgneessensR., “Global or local? A choice for NIR calibrations in analyses of forage quality”, J. Near Infrared Spectrosc.2, 163 (1994).
8.
BerzaghiP.ShenkJ.S.WesterhausM.O., “Investigation of a LOCAL calibration procedure for near infrared instruments”, J. Near Infrared Spectrosc.5, 223 (1997).
9.
OsborneB.G.FearnT.MillerA.R.DouglasS., “Application of near infrared reflectance spectroscopy to the compositional analysis of biscuits and biscuit dough”, J. Sci. Food Agric.35, 99 (1984). doi: 10.1002/jsfa.2740350116
10.
FearnT.DaviesA.M.C., “A comparison of Fourier and wavelet transforms in the processing of near infrared spectroscopic data: Part 1. Data compression”, J. Near Infrared Spectrosc., 11, 3 (2003).
11.
JensenS.A.MartensH., in Food Research and Data Analysis, Ed by MartensH.RusswurmH.Jr.Applied Science, London, UK, p. 253 (1983).
12.
FearnT.DaviesA.M.C., “Locally-biased regression”, J. Near Infrared Spectrosc.11, 467 (2003).
13.
RosenthalB.WilliamsP., “The near infrared paradigm: Will 25 years of research/knowledge hinder near infrared's future?”, In: Near Infrared Spectroscopy: The Future Waves, Ed by DaviesA.M.C.WilliamsP., NIR Publications, Chichester, UK, p. 1 (1996).