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A Rapid, Non-Destructive Method for Screening Prochloraz-Containing Water Using Near-Infrared Spectroscopy
Corresponding Author(s) : Bingren Xiang
Asian Journal of Chemistry,
Vol. 26 No. 10 (2014): Vol 26 Issue 10
Abstract
A rapid and non-destructive method, based on Near Infrared Spectroscopy (NIRS) was established for screening prochloraz in water. A changeable size moving window partial least-squares method was used for variables selection. The wavelength ranged from 1274 nm to 2300 nm. The selected variables were applied as inputs to partial least-squares discriminant analysis (PLS-DA). Without sample pre-treatment, the whole analytical process only cost about 1 min for a sample, which proved that the analytical process was simple and fast. The best model gave satisfactory classification accuracy of 100 % and a good correlation coefficient of 0.95 between the measured and reference data. The limit of detection (LOD) of this method was as low as 1 mg kg-1. To test and apply the proposed method, the procedure was applied to the analysis of prochloraz in tap water and lake water samples. Good identification results (accuracy of 100 %) were also received. The results of the study showed the great potential of Near Infrared Spectroscopy as a fast, non-destructive and environmentally-acceptable method for the on-site screening of prochloraz in water.
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- Y. Yu, X. Chu, G. Pang, Y. Xiang and H. Fang, J. Environ. Sci. (China), 21, 179 (2009); doi:10.1016/S1001-0742(08)62248-2.
- M. De Paoli, M.T. Barbina, V. Damiano, D. Fabbro and R. Bruno, J. Chromatogr. A, 765, 127 (1997); doi:10.1016/S0021-9673(96)00995-8.
- H.R. Andersen, A.M. Vinggaard, T.H. Rasmussen, I.M. Gjermandsen and E. C. Bonefeld-Jørgensenc J. Toxicol. Appl. Pharmacol., 179, 1 (2002); doi:10.1006/taap.2001.9347.
- J.I. Mason, B.R. Carr and B.A. Murry, Steroids, 50, 179 (1987); doi:10.1016/0039-128X(83)90070-3.
- F.W. Wiese, H.C. Chang, R.V. Lloyd, J.P. Freeman and V.M. Samokyszyn, J. Arch. Environ. Contam. Toxicol., 34, 217 (1998); doi:10.1007/s002449900308.
- M.T. Lafuente and J.L. Tadeo, J. Environ. Anal. Chem., 22, 99 (1985); doi:10.1080/03067318508076412.
- S. Armenta, S. Garrigues and M. de la Guardia, Vib. Spectrosc., 44, 273 (2007); doi:10.1016/j.vibspec.2006.12.005.
- S. Bengtsson, T. Berglöf and H. Kylin, Bull. Environ. Contam. Toxicol., 78, 295 (2007); doi:10.1007/s00128-007-9167-x.
- D. Fen, T. Hong, K. Zhang and Y. Hong, Intelligent Computation Technology and Automation. International Conference, pp. 781-783 (2010).
- H.W. Siesler, Y. Ozaki, S. Kawata and H.M. Heise, Near Infrared Spectroscopy: Principles, Instruments, Applications, Wiley-VCH, Weinheim, Germany (2002).
- M. Barker and W. Rayens, J. Chemometr., 17, 166 (2003); doi:10.1002/cem.785.
- J.A. Guthrie, K.B. Walsh and J. Australian, Exp. Agric., 39, 73 (1999); doi:10.1071/EA96127.
- W. Cai, Y. Li and X. Shao, Chemom. Intell. Lab. Syst., 90, 188 (2008); doi:10.1016/j.chemolab.2007.10.001.
- C.M. Andersen and R. Bro, J. Chemometr., 24, 728 (2010); doi:10.1002/cem.1360.
- N. Sorol, E. Arancibia, S.A. Bortolato and A.C. Olivieri, Chemom. Intell. Lab. Syst., 102, 100 (2010); doi:10.1016/j.chemolab.2010.04.009.
- J.H. Jiang, R.J. Berry, H.W. Siesler and Y. Ozaki, J. Anal. Chem., 74, 3555 (2002); doi:10.1021/ac011177u.
- Z. Xiaobo, Z. Jiewen, M.J.W. Povey, M. Holmes and M. Hanpin, Anal. Chim. Acta, 667, 14 (2010); doi:10.1016/j.aca.2010.03.048.
- Y.P. Du, Y.Z. Liang, J.H. Jiang, R.J. Berry and Y. Ozaki, Anal. Chim. Acta, 501, 183 (2004); doi:10.1016/j.aca.2003.09.041.
References
Y. Yu, X. Chu, G. Pang, Y. Xiang and H. Fang, J. Environ. Sci. (China), 21, 179 (2009); doi:10.1016/S1001-0742(08)62248-2.
M. De Paoli, M.T. Barbina, V. Damiano, D. Fabbro and R. Bruno, J. Chromatogr. A, 765, 127 (1997); doi:10.1016/S0021-9673(96)00995-8.
H.R. Andersen, A.M. Vinggaard, T.H. Rasmussen, I.M. Gjermandsen and E. C. Bonefeld-Jørgensenc J. Toxicol. Appl. Pharmacol., 179, 1 (2002); doi:10.1006/taap.2001.9347.
J.I. Mason, B.R. Carr and B.A. Murry, Steroids, 50, 179 (1987); doi:10.1016/0039-128X(83)90070-3.
F.W. Wiese, H.C. Chang, R.V. Lloyd, J.P. Freeman and V.M. Samokyszyn, J. Arch. Environ. Contam. Toxicol., 34, 217 (1998); doi:10.1007/s002449900308.
M.T. Lafuente and J.L. Tadeo, J. Environ. Anal. Chem., 22, 99 (1985); doi:10.1080/03067318508076412.
S. Armenta, S. Garrigues and M. de la Guardia, Vib. Spectrosc., 44, 273 (2007); doi:10.1016/j.vibspec.2006.12.005.
S. Bengtsson, T. Berglöf and H. Kylin, Bull. Environ. Contam. Toxicol., 78, 295 (2007); doi:10.1007/s00128-007-9167-x.
D. Fen, T. Hong, K. Zhang and Y. Hong, Intelligent Computation Technology and Automation. International Conference, pp. 781-783 (2010).
H.W. Siesler, Y. Ozaki, S. Kawata and H.M. Heise, Near Infrared Spectroscopy: Principles, Instruments, Applications, Wiley-VCH, Weinheim, Germany (2002).
M. Barker and W. Rayens, J. Chemometr., 17, 166 (2003); doi:10.1002/cem.785.
J.A. Guthrie, K.B. Walsh and J. Australian, Exp. Agric., 39, 73 (1999); doi:10.1071/EA96127.
W. Cai, Y. Li and X. Shao, Chemom. Intell. Lab. Syst., 90, 188 (2008); doi:10.1016/j.chemolab.2007.10.001.
C.M. Andersen and R. Bro, J. Chemometr., 24, 728 (2010); doi:10.1002/cem.1360.
N. Sorol, E. Arancibia, S.A. Bortolato and A.C. Olivieri, Chemom. Intell. Lab. Syst., 102, 100 (2010); doi:10.1016/j.chemolab.2010.04.009.
J.H. Jiang, R.J. Berry, H.W. Siesler and Y. Ozaki, J. Anal. Chem., 74, 3555 (2002); doi:10.1021/ac011177u.
Z. Xiaobo, Z. Jiewen, M.J.W. Povey, M. Holmes and M. Hanpin, Anal. Chim. Acta, 667, 14 (2010); doi:10.1016/j.aca.2010.03.048.
Y.P. Du, Y.Z. Liang, J.H. Jiang, R.J. Berry and Y. Ozaki, Anal. Chim. Acta, 501, 183 (2004); doi:10.1016/j.aca.2003.09.041.