A simple and accurate analytical method for determination of three commercial dyes in different water systems using partial least squares regression

被引:19
作者
Al-Degs, Yahya S. [1 ]
El-Sheikh, Amjad H. [1 ]
Issa, Ayman A. [1 ]
Al-Ghouti, Mohammad A. [2 ,3 ,4 ]
Sunjuk, Mahmoud [1 ]
机构
[1] Hashemite Univ, Dept Chem, Zarqa, Jordan
[2] Royal Sci Soc, Knowledge Sect, Amman, Jordan
[3] Fahad Bin Sultan Univ, Arts & Sci Unit, Tabuk 15700, Saudi Arabia
[4] German Jordanian Univ, Amman 11180, Jordan
关键词
cationic and anionic dyes; chemometry; PLS-1; calibration; spectral overlap; SIMULTANEOUS SPECTROPHOTOMETRIC DETERMINATION; MULTIVARIATE CALIBRATION; SUNSET YELLOW; ALLURA RED; ADSORBENTS; TARTRAZINE; REMOVAL; SAMPLES;
D O I
10.2166/wst.2012.364
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A simple analytical procedure is proposed for simultaneous determination of three common dyes (Basic Blue 9, Brilliant Blue E-4BA, and Reactive Blue 2) in natural waters without prior separation of the solutes. A popular chemometric method, partial least squares regression PLS-1, was effectively applied for spectral resolution of a highly overlapping system. At the best modeling conditions, mean recoveries and relative standard deviations (RSD) for dyes quantification by PLS-1 were found to be 102.1 (4.4), 95.7 (8.4), and 98.9 (6.2) for Basic Blue, Brilliant Blue, and Reactive Blue, respectively. The estimated limits of detection (LOD) were estimated using net-analyte signal concept and were 0.11, 0.52, 0.49 mg L-1 for Basic Blue, Brilliant Blue, and Reactive Blue, respectively. The quantitative determination of dyes spiked in real water samples was carried out successfully by PLS-1 with satisfactory recoveries for dyes (90-106%).
引用
收藏
页码:1647 / 1655
页数:9
相关论文
共 29 条
[11]  
Hansa A, 1999, WATER SCI TECHNOL, V39, P169, DOI 10.1016/S0273-1223(99)00270-X
[12]   Net analyte signal-artificial neural network (NAS-ANN) model for efficient nonlinear multivariate calibration [J].
Hemmateenejad, B ;
Safarpour, MA ;
Mehranpour, AM .
ANALYTICA CHIMICA ACTA, 2005, 535 (1-2) :275-285
[13]   A comparative study between PCR and PLS in simultaneous spectrophotometric determination of diphenylamine, aniline, and phenol: Effect of wavelength selection [J].
Hemmateenejad, Bahram ;
Akhond, Morteza ;
Samari, Fayezeh .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2007, 67 (3-4) :958-965
[14]   Partial least squares-based multivariate spectral calibration method for simultaneous determination of beta-carboline derivatives in Peganum harmala seed extracts [J].
Hemmateenejad, Bahram ;
Abbaspour, Abdolkarim ;
Maghami, Homeyra ;
Miri, Ramin ;
Panjehshahin, Mohhamad Reza .
ANALYTICA CHIMICA ACTA, 2006, 575 (02) :290-299
[15]   Evaluation of inorganic adsorbents for the removal of problematic textile dyes and pesticides [J].
Lambert, SD ;
Graham, NJD ;
Sollars, CJ ;
Fowler, GD .
WATER SCIENCE AND TECHNOLOGY, 1997, 36 (2-3) :173-180
[16]   Simultaneous determination and classification of riboflavin, thiamine, nicotinamide and pyridoxine in pharmaceutical formulations, by UV-visible spectrophotometry and multivariate analysis [J].
Lopez-de-Alba, Pedro L. ;
Lopez-Martinez, Leticia ;
Cerda, Victor ;
Amador-Hernandez, Judith .
JOURNAL OF THE BRAZILIAN CHEMICAL SOCIETY, 2006, 17 (04) :715-722
[17]  
López-de-Alba PL, 2002, ELECTROANAL, V14, P197, DOI 10.1002/1521-4109(200202)14:3<197::AID-ELAN197>3.0.CO
[18]  
2-N
[19]  
López-de-Alba PL, 2001, QUIM ANAL, V20, P63
[20]   ERROR PROPAGATION AND FIGURES OF MERIT FOR QUANTIFICATION BY SOLVING MATRIX EQUATIONS [J].
LORBER, A .
ANALYTICAL CHEMISTRY, 1986, 58 (06) :1167-1172