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

被引:17
作者
Frenich, AG [1 ]
Vidal, JLM [1 ]
Galera, MM [1 ]
机构
[1] Univ Almeria, Dept Hydrogeol & Analyt Chem, Almeria 04071, Spain
关键词
D O I
10.1021/ac990024s
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The potential of the cross-section (CS) approach in combination with the partial least squares (PLS) and principal component regression (PCR) was assessed in the resolution of a complex pesticide mixture showing twelve overlapped components in High Performance Liquid Chromatography with Diode Array Detection (HPLC-DAD). Careful selection of the CS through the three-dimensional (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 prediction ability than that of the PCR method. The CS-PLS approach is a powerful analytical tool. Ten pesticides were well-resolved, while for the other two pesticides of the mixture prediction ability was poor, and they could not be determined, probably due to their low net analytical signal. The CS-PLS 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.
引用
收藏
页码:4844 / 4850
页数:7
相关论文
共 36 条
[1]  
[Anonymous], 1989, MULTIVARIATE CALIBRA
[2]   RESOLUTION OF A COELUTING CHROMATOGRAPHIC PAIR USING KALMAN FILTERING [J].
BARKER, T ;
BROWN, SD .
JOURNAL OF CHROMATOGRAPHY, 1989, 469 :77-90
[3]   ANALYSIS OF PARTIALLY RESOLVED LIQUID-CHROMATOGRAPHIC PEAKS USING DYNAMIC MODELING WITH THE KALMAN FILTER [J].
BARKER, TQ ;
BROWN, SD .
ANALYTICA CHIMICA ACTA, 1989, 225 (01) :53-68
[4]   AN INTRODUCTION TO MULTIVARIATE CALIBRATION AND ANALYSIS [J].
BEEBE, KR ;
KOWALSKI, BR .
ANALYTICAL CHEMISTRY, 1987, 59 (17) :A1007-+
[5]   Single measurement excitation/emission matrix spectrofluorometer for determination of hydrocarbons in ocean water .2. Calibration and quantitation of naphthalene and styrene [J].
Booksh, KS ;
Muroski, AR ;
Myrick, ML .
ANALYTICAL CHEMISTRY, 1996, 68 (20) :3539-3544
[6]  
Bro R, 1996, J CHEMOMETR, V10, P47, DOI 10.1002/(SICI)1099-128X(199601)10:1<47::AID-CEM400>3.3.CO
[7]  
2-3
[8]  
BROOKS MW, 1990, J CHROMATOGR SCI, V28, P1487
[9]   MULTICOMPONENT CALIBRATION AND ANALYSIS IN LIQUID-CHROMATOGRAPHY [J].
CECIL, TL ;
POE, RB ;
RUTAN, SC .
ANALYTICA CHIMICA ACTA, 1991, 250 (01) :37-44
[10]   MULTICOMPONENT ANALYSIS OF HIGHLY OVERLAPPED HPLC PEAKS USING MULTIWAVELENGTH DIODE-ARRAY DETECTION [J].
CLADERA, A ;
GOMEZ, E ;
ESTELA, JM ;
CERDA, V .
JOURNAL OF CHROMATOGRAPHIC SCIENCE, 1992, 30 (11) :453-458