Fast, clean, low-cost screening of cadmium and lead in the mussel Mytilus galloprovincialis Lmk.: by visible spectroscopy and partial least squares regression

被引:8
作者
Font, Rafael
Velez, Dinoraz
del Rio-Celestino, Mercedes
de Haro-Bailon, Antonio
Montoro, Rosa
机构
[1] CSIC, Inst Agr Sostenible, Cordoba, Spain
[2] CSIC, Inst Agroquim & Tecnol Alimentos, Valencia 46100, Spain
[3] IFAPA CICE CIFA Cordoba Junta Andalucia, Cordoba 14080, Spain
关键词
least squares regression; lead; cadmium; Mytilus galloprovincialis;
D O I
10.1016/j.foodchem.2006.12.055
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The potential of visible (VIS) spectroscopy for screening cadmium and lead contents in the mussel Mytilits galloprovincialis Link. was assessed. The spectra of the samples were recorded (400-700 nm). The Cd and Ph contents were determined by graphite furnace atomic absorption spectroscopy, and were regressed against different spectral transformations by modified partial least square (PLSm) regression. Coefficients of determination in the cross-validation (Cd = 0.95; Pb = 0.77) were indicative of equations with excellent and good quantitative information, respectively. The standard deviation to standard error of cross-validation ratio (Cd = 4.43; Pb = 2. 10) showed sufficient predictive accuracy for the equations to be used for screening purposes. PLSm loading plots corresponding to the first terms of the equations showed that chromophores influenced them significantly. This pioneering use of the VIS spectrum to predict Cd and Pb in mussels represents an important saving in time and cost of analysis in comparison to other methods. (c) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:667 / 674
页数:8
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