Moisture Influence Reducing Method for Heavy Metals Detection in Plant Materials Using Laser-Induced Breakdown Spectroscopy: A Case Study for Chromium Content Detection in Rice Leaves

激光诱导击穿光谱 化学 校准 含水量 分析物 偏最小二乘回归 分析化学(期刊) 检出限 水分 校准曲线 光谱学 生物系统 环境化学 色谱法 量子力学 生物 统计 物理 工程类 数学 有机化学 岩土工程
作者
Jiyu Peng,Yong He,Lanhan Ye,Tingting Shen,Fei Liu,Wenwen Kong,Xiaodan Liu,Yun Zhao
出处
期刊:Analytical Chemistry [American Chemical Society]
卷期号:89 (14): 7593-7600 被引量:60
标识
DOI:10.1021/acs.analchem.7b01441
摘要

Fast detection of heavy metals in plant materials is crucial for environmental remediation and ensuring food safety. However, most plant materials contain high moisture content, the influence of which cannot be simply ignored. Hence, we proposed moisture influence reducing method for fast detection of heavy metals using laser-induced breakdown spectroscopy (LIBS). First, we investigated the effect of moisture content on signal intensity, stability, and plasma parameters (temperature and electron density) and determined the main influential factors (experimental parameters F and the change of analyte concentration) on the variations of signal. For chromium content detection, the rice leaves were performed with a quick drying procedure, and two strategies were further used to reduce the effect of moisture content and shot-to-shot fluctuation. An exponential model based on the intensity of background was used to correct the actual element concentration in analyte. Also, the ratio of signal-to-background for univariable calibration and partial least squared regression (PLSR) for multivariable calibration were used to compensate the prediction deviations. The PLSR calibration model obtained the best result, with the correlation coefficient of 0.9669 and root-mean-square error of 4.75 mg/kg in the prediction set. The preliminary results indicated that the proposed method allowed for the detection of heavy metals in plant materials using LIBS, and it could be possibly used for element mapping in future work.
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