Simultaneous Determination of Aluminium and Iron with Hematoxylin Using Spectrophotometric and Orthogonal Signal Correction-Partial Least Squares in Plant and Water

Ali Niazi, Javad Zolgharnein, Mohammad Reza Davoodabadi
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引用次数: 9

Abstract

Simple and novel spectrophotometric method is described for simultaneous determination of aluminum and iron. The method is based on the colored complexes formed by aluminum and iron with hematoxylin in the presence of cetyltrimethylammonium bromide as a surfactant at pH 5.8. All factors affecting the sensitivity were optimized and the linear dynamic range for determination of aluminum and iron was found. The simultaneous determination of aluminum and iron mixtures by using spectrophotometric methods is a difficult problem, due to spectral interferences. By multivariate calibration methods such as partial least squares (PLS), it is possible to obtain a model adjusted to the concentration values of the mixtures used in the calibration range. Orthogonal signal correction (OSC) is a preprocessing technique used for removing the unrelated information and is a suitable preprocessing method for PLS calibration of mixtures without loss of prediction capacity using spectrophotometric method. In this study, the calibration model is based on absorption spectra in the 360-620 nm range for 25 different mixtures of aluminum and iron. Calibration matrices contained 0.06-21.00 and 0.03-15.00 μg mL-1 of aluminum and iron, respectively. The RMSEP for aluminum and iron with OSC and without OSC were 0.06, 0.08 and 0.24, 0.27, respectively. The proposed method has been applied to the simultaneous determination of aluminum and iron in plant and water samples.

苏木精分光光度法-正交信号校正-偏最小二乘同时测定植物和水中的铝和铁
介绍了一种简便、新颖的同时测定铝和铁的分光光度法。该方法是基于铝和铁与苏木精在pH为5.8的十六烷基三甲基溴化铵作为表面活性剂存在下形成的有色配合物。对影响灵敏度的各因素进行了优化,确定了测定铝和铁的线性动态范围。由于光谱干扰,用分光光度法同时测定铝和铁混合物是一个难题。通过偏最小二乘(PLS)等多变量校准方法,可以获得一个调整到校准范围内所用混合物浓度值的模型。正交信号校正(OSC)是一种去除不相关信息的预处理技术,是分光光度法在不损失预测能力的情况下校准混合物PLS的一种合适的预处理方法。在本研究中,校准模型基于25种不同铝和铁混合物在360-620 nm范围内的吸收光谱。校正矩阵中铝和铁的含量分别为0.06 ~ 21.00和0.03 ~ 15.00 μ mL-1。含盐和不含盐的铝和铁的RMSEP分别为0.06、0.08和0.24、0.27。该方法已应用于植物和水样中铝和铁的同时测定。
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