Detection of Nutrient Elements and Contamination by Pesticides in Spinach and Rice Samples Using Laser-Induced Breakdown Spectroscopy (LIBS)

被引:104
作者
Kim, Gibaek [1 ]
Kwak, Jihyun [1 ]
Choi, Jeunghwan [2 ]
Park, Kihong [1 ]
机构
[1] GIST, Sch Environm Sci & Engn, Kwangju 500712, South Korea
[2] Univ Minnesota, Dept Mech Engn, Minneapolis, MN 55455 USA
基金
新加坡国家研究基金会;
关键词
laser induced breakdown spectroscopy (LIBS); nutrient elements; pesticide; agricultural products; internal standardization; partial least squares-discriminant analysis (PLS-DA);
D O I
10.1021/jf203518f
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The laser-induced breakdown spectroscopy (LIBS) technique was applied to quantify nutrients (Mg, Ca, Na, and K) in spinach rtr.d rice and to discriminate pesticide-contaminated products in a rapid manner. Standard reference materials (spinachlmves and unpolished rice flour) were used to establish a relationship between LIBS intensity and the concentration of each environment (Mg, Ca, Na, and K) (i.e., calibration line). The limits of detection (LODs) for Mg, Ca, Na, and K were found to be 29.63, 102 65,- 36.36, and 44.46 mg/kg in spinach and 7.54, 1.76, 4.19, and 6.70 mg/kg in unpolished rice, respectively. Concentraions of those nutrient elements present in spinach and unpolished rice from a local market were determined by using the LIBS TECHNIQUEand compared with those measured with ICP-OES, showing good agreement The data also suggested that with the chemometric method (PLS-DA) could be a great tool to distinguish pesticide contaminated samples from pesticide free samples in a rapid manner even though they have similar elemental compositions. Misclassification rates were found to be 0 and 2% for clean spinach and pesticide-contaminated spinach, respectively, by applying the PLS-DA model established from the training set of data to predict the classes of test samples.
引用
收藏
页码:718 / 724
页数:7
相关论文
共 29 条
[1]  
[Anonymous], 1990, HAZ SUBST DAT
[2]  
[Anonymous], 1988, PEST RES FOOD TECHN
[3]  
Aubertot J.N., 2005, COLLECT SCI EXPERT R
[4]   Comparison of univariate and multivariate calibration for the determination of micronutrients in pellets of plant materials by laser induced breakdown spectrometry [J].
Batista Braga, Jez Willian ;
Trevizan, Lilian Cristina ;
Nunes, Lidiane Cristina ;
Rufini, Iolanda Aparecida ;
Santos, Dario, Jr. ;
Krug, Francisco Jose .
SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY, 2010, 65 (01) :66-74
[5]   Development of a gas chromatography-mass spectrometry method for the determination of pesticides in gaseous and particulate phases in the atmosphere [J].
Borras, E. ;
Sanchez, P. ;
Munoz, A. ;
Tortajada-Genaro, L. A. .
ANALYTICA CHIMICA ACTA, 2011, 699 (01) :57-65
[6]   The role of sodium in the conversion of pyruvate to phosphoenolpyruvate in mesophyll chloroplasts of C-4 plants [J].
Brownell, PF ;
Bielig, LM .
AUSTRALIAN JOURNAL OF PLANT PHYSIOLOGY, 1996, 23 (02) :171-177
[7]  
Budavari S., 1989, The merck index: an encyclopedia of chemicals, drug, and biologicals
[8]   Double pulse, calibration-free laser-induced breakdown spectroscopy: A new technique for in situ standard-less analysis of polluted soils [J].
Corsi, Michela ;
Cristoforetti, Gabriele ;
Hidalgo, Montserrat ;
Legnaioli, Stefano ;
Palleschi, Vincenzo ;
Salvetti, Azenio ;
Tognoni, Elisabetta ;
Vallebona, Chiara .
APPLIED GEOCHEMISTRY, 2006, 21 (05) :748-755
[9]  
Cremers DA, 2006, LASER-INDUCED BREAKDOWN SPECTROSCOPY (LIBS): FUNDAMENTALS AND APPLICATIONS, P1
[10]   The role of various binding materials for trace elemental analysis of powder samples using laser-induced breakdown spectroscopy [J].
Gondal, M. A. ;
Hussain, T. ;
Yarnani, Z. H. ;
Baig, M. A. .
TALANTA, 2007, 72 (02) :642-649