Title of article :
Quantitative determination of Malathion in pesticide by modified attenuated total reflectance-Fourier transform infrared spectrometry applying genetic algorithm wavelength selection method
Author/Authors :
Khanmohammadi، نويسنده , , M. and Karimi، نويسنده , , M.A. and Ghasemi، نويسنده , , K. and Jabbari، نويسنده , , M. and Garmarudi، نويسنده , , A. Bagheri، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 2007
Abstract :
A simple and environment friendly method was developed for determination of Malathion content of analytical and commercial insecticide samples with no special preparation. Attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectra were characterized and 1000–2000 cm−1 region was selected for quantitative analysis utilizing partial least square (PLS) and two wavelength selection methods: (a) principal component regression (PCR) and (b) genetic algorithm (GA). Relative error of prediction (REP) was calculated in PLS, PCR-PLS and GA-PLS methods and was 3.536, 1.656 and 0.188, respectively. Proposed method is successfully applicable for quantification of Malathion in commercial grade samples and reliable results in comparison with known methods, confirms this idea.
Keywords :
Fourier transform infrared , Malathion , Chemometrics , genetic algorithm