Use of the cross-section technique linked with multivariate calibration methods to resolve complex pesticide mixtures

Citation
Ag. Frenich et al., Use of the cross-section technique linked with multivariate calibration methods to resolve complex pesticide mixtures, ANALYT CHEM, 71(21), 1999, pp. 4844-4850
Citations number
35
Categorie Soggetti
Chemistry & Analysis","Spectroscopy /Instrumentation/Analytical Sciences
Journal title
ANALYTICAL CHEMISTRY
ISSN journal
00032700 → ACNP
Volume
71
Issue
21
Year of publication
1999
Pages
4844 - 4850
Database
ISI
SICI code
0003-2700(19991101)71:21<4844:UOTCTL>2.0.ZU;2-I
Abstract
The potential of the cross-section (CS) approach in combination with the pa rtial least squares (PLS) and principal component regression (PCR) was asse ssed in the resolution of a complex pesticide mixture showing twelve overla pped components in High Performance Liquid Chromatography with Diode Array Detection (HPLC-DAD). Careful selection of the CS through the three-dimensi onal (3D) (A, lambda, t) data matrix gave two-dimensional (2D) signals with the best sensitivity for the determination of each pesticide. In all cases , the application of the PLS method demonstrated a better quantitative pred iction ability than that of the PCR method. The CS-PLS approach is a powerf ul analytical tool. Ten pesticides were well-resolved, while for the other two pesticides of the mixture prediction ability was poor, and they could n ot be determined, probably due to their low net analytical signal. The CS-P LS model was evaluated by predicting the concentrations of independent test set samples. Finally, the proposed model was successfully applied for the determination of these pesticides in groundwater.