使用激光诱导分解光谱学对土壤中的Pb进行定量分析,基于导电材料的信号增强
Shefeng Li1, Qi Zheng1, Xiaodan Liu2
1School of Chemical and Environmental Engineering, Wuhan Polytechnic University, Wuhan 430023, China.
Molecules (Basel, Switzerland)
|August 10, 2024
概括
这项研究通过添加导电材料 (如NaCl和石墨) 来提高使用激光诱导分解光谱 (LIBS) 的土壤重金属检测. 石墨提高了检测的准确性,为环境监测提供了可靠的方法.
科学领域:
- 环境科学 环境科学
- 分析化学 分析化学
- 频谱学是一种光谱学.
背景情况:
- 准确的土壤重金属检测对于监测污染,确保食品安全和改善土壤质量至关重要.
- 激光诱导分解光谱 (LIBS) 是一种有效的重金属检测工具,但受到土壤矩阵效应的影响,影响了定量准确性.
- 需要信号增强方法来克服土壤分析中的LIBS限制.
研究的目的:
- 通过LIBS.研究导电材料 (NaCl和石墨) 对土壤中 (Pb) 的定量检测的影响.
- 确定在土壤重金属测定中用于LIBS的可靠信号增强方法.
- 通过NaCl和石墨探索信号增强背后的机制.
主要方法:
- 研究了不同NaCl和石墨度对LIBS光谱强度,信号与背景比率 (SBR),信号与噪声比率 (SNR) 和相对标准偏差 (RSD) 的影响.
- 分析了剥离坑形状和等离子体参数 (温度,电子密度),以了解信号增强机制.
- 开发并比较单变量和多变量定量分析模型 (PLSR,LS-SVM,ELM) 用于Pb检测.
主要成果:
- 使用石墨的部分最小平方回归 (PLSR) 模型实现了最高的预测性能 (Rp = 0.994).
- 对于Pb I 405.78 nm光谱线的单变模型显示出出色的性能 (Rp = 0.984) ,低检测极限 (LOD) 为26.142 mg/kg.
- 导电材料显著提高了LIBS信号强度,并提高了对土壤的定量检测精度.
结论:
- 将LIBS与导电材料 (NaCl,石墨) 和化学测量方法相结合,为准确地检测土壤重金属提供了一个潜在的工具.
- 石墨证明有效地增强了LIBS信号,用于在土壤中定量确定.
- 这种方法为环境监测和土壤质量评估提供了宝贵的参考.
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