Rapid classification of simulated street drug mixtures using Raman spectroscopy and principal component analysis

Applied Spectroscopy

Volumn 63, Issue 7, 2009, Pages 742-747

  Noonan, Kathryn Y ^a   Tonge, Lindsey A ^a   Fenton, Owen S ^a   Damiano, David B ^a   Frederick, Kimberley A ^b  

^a Department of Biology   (United States)

^b SKIDMORE COLLEGE   (United States)

Author keywords

Chemometrics; Drugs; Forensics; PCA; Principal component analysis; Raman spectroscopy

Indexed keywords

CHEMOMETRICS; COMMERCIAL INSTRUMENTS; CRIMINAL INVESTIGATION; DATA SETS; DRUG CONCENTRATION; DRUGS; FORENSICS; HANDHELDS; HE-NE LASERS; ILLICIT DRUG; MEAN CENTERING; PCA; SAMPLE PRETREATMENT; SAVITZKY-GOLAY; SPECTRAL DIFFERENCES;

LAW ENFORCEMENT; LIGHT; LIGHT SOURCES; MIXTURES; RAMAN SCATTERING; RAMAN SPECTROSCOPY; ROADS AND STREETS; SPECTRUM ANALYSIS;

PRINCIPAL COMPONENT ANALYSIS;

BENZOCAINE; LIDOCAINE; PROCAINE; STREET DRUG;

ALGORITHM; ARTICLE; CHEMISTRY; CLASSIFICATION; DRUG MIXTURE; EQUIPMENT DESIGN; METHODOLOGY; PRINCIPAL COMPONENT ANALYSIS; RAMAN SPECTROMETRY;

ALGORITHMS; BENZOCAINE; COMPLEX MIXTURES; EQUIPMENT DESIGN; LIDOCAINE; PRINCIPAL COMPONENT ANALYSIS; PROCAINE; SPECTRUM ANALYSIS, RAMAN; STREET DRUGS;

EID: 68349109492     PISSN: 00037028     EISSN: None     Source Type: Journal    
DOI: 10.1366/000370209788701008     Document Type: Article

References (41)

1. A. G. Ryder, J. Forensic Sci. 47, 275 (2002).
2. A. G. Ryder, G. M. O'Connor, and T. J. Glynn, J. Raman Spectrosc. 31, 221 (2000).
3. S. J. Choquette, E. S. Etz, W. S. Hurst, D. H. Blackburn, and S. D. Leigh, Appl. Spectrosc. 61, 117 (2007).
4. C. Ricci, C. Eliasson, N. A. Macleod, P. N. Newton, P. Matousek, and S. G. Kazarian, Anal. Bioanal. Chem. 389, 1525 (2007).
5. K. Y. Noonan, M. Beshire, J. Darnell, and K. A. Frederick, Appl. Spectrosc. 59, 1493 (2005).
6. C. M. Hodges, P. J. Hendra, H. A. Willis, and T. Farley, J. Raman Spectrosc. 20, 745 (1989).
7. C. M. Hodges and J. Akhavan, Spectrochim. Acta. Part A 46, 303 (1990).
8. H. Tsuchihashi, M. Katagi, M. Nishikawa, M. Tatsuno, H. Nishioka, A. Nara, E. Nishio, and C. Petty, Appl. Spectrosc. 51, 1796 (1997).
9. J. C. Carter, W. E. Brewer, and S. M. Angel, Appl. Spectrosc. 54, 1876 (2000).
10. S. C. Pinzaru, I. Pavel, N. Leopold, and W. Kiefer, J. Raman Spectrosc. 35, 338 (2004).
11. P. Matousek and A. W. Parker, J. Raman Spectrosc. 38, 563 (2007).
12. P. Matousek and A. W. Parker, Appl. Spectrosc. 60, 1353 (2006).
13. C. Eliasson, N. A. Macleod, and P. Matousek, Anal. Chim. Acta 607, 50 (2008).
14. N. A. Macleod and P. Matousek, Pharm. Res. 25, 2205 (2008).
15. C. Eliasson, N. A. Macleod, and P. Matousek, Vib. Spectrosc. 48, 8 (2008).
16. S. Sasic, Appl. Spectrosc. 61, 239 (2007).
17. S. E. J. Bell, J. R. Beattie, J. J. McGarvey, K. L. Peters, N. M. S. Sirimuthu, and S. J. Speers, J. Raman Spectrosc. 35, 409 (2004).
18. A. Szep, G. Marosi, B. Marosfoei, P. Anna, I. Mohammed-Ziegler, and M. Viragh, Polym. Adv. Technol. 14, 784 (2003).
19. I. A. Buryakov and Y. N. Kolomiets, J. Anal. Chem. (Translation of Zhurnal Analiticheskoi Khimii) 58, 944 (2003).
20. P. Vandenabeele, A. Hardy, H. G. M. Edwards, and L. Moens, Appl. Spectrosc. 55, 525 (2001).
21. A. Brysbaert and P. Vandenabeele, J. Raman Spectrosc. 35, 686 (2004).
22. J. P. Wold, B. J. Marquardt, B. K. Dable, D. Robb, and B. Hatlen, Appl. Spectrosc. 58, 395 (2004).
23. A. Taleb, J. Diamond, J. J. McGarvey, J. R. Beattie, C. Toland, and P. W. Hamilton, J. Phys. Chem. B 110, 19625 (2006).
24. D. Pratiwi, J. P. Fawcett, K. C. Gordon, and T. Rades, Eur. J. Pharm. Biopharm. 54, 337 (2002).
25. C. J. Strachan, D. Pratiwi, K. C. Gordon, and T. Rades, J. Raman Spectrosc. 35, 347 (2004).
26. W. F. Pearman and A. W. Fountain III, Appl. Spectrosc. 60, 356 (2006).
27. T. Hasegawa, J. Nishijo, and J. Umemura, Chem. Phys. Lett. 317, 642 (2000).
28. M. de Veij, A. Deneckere, P. Vandenabeele, D. de Kaste, and L. Moens, J. Pharm. Biomed. Anal. 46, 303 (2008).
29. M. de Veij, P. Vandenabeele, K. A. Hall, F. M. Fernandez, M. D. Green, N. J. White, A. M. Dondorp, P. N. Newton, and L. Moens, J. Raman Spectrosc. 38, 181 (2007).
30. A. G. Ryder, G. M. O'Connor, and T. J. Glynn, J. Forensic Sci. 44, 1013 (1999).
31. M. N. Leger and A. G. Ryder, Appl. Spectrosc. 60, 182 (2006).
32. M.-L. O'Connell, T. Howley, A. G. Ryder, M. N. Leger, and M. G. Madden, Proc. SPIE-Int. Soc. Opt. Eng. 5826, 340 (2005).
33. K. Y. Noonan, M. Beshire, J. Darnell, and K. A. Frederick, Appl. Spectrosc. 59, 1493 (2005).
34. C. Morrison, Technical Leader of Forensic Chemistry (Sudbury, 2008).
35. N. Okulik and A. H. Jubert, THEOCHEM 769, 135 (2006).
36. D. Zhang and D. Ben-Amotz, Appl. Spectrosc. 54, 1379 (2000).
37. A. Taleb, J. Diamond, J. J. McGarvey, J. R. Beattie, C. Toland, and P. W. Hamilton, J. Phys. Chem. B 110, 19625 (2006).
38. A. Savitzky and M. J. E. Golay, Anal. Chem. 36, 1627 (1964).
39. C. Xie and Y.-q. Li, J. Appl. Phys. 93, 2982 (2003).
40. T. T. Cai, D. Zhang, and D. Ben-Amotz, Appl. Spectrosc. 55, 1124 (2001).
41. A. O'Grady, A. C. Dennis, D. Denvir, J. J. McGarvey, and S. E. J. Bell, Anal. Chem. 73, 2058 (2001).