摘要
利用X射线荧光光谱检测土壤重金属砷、锌、铅和铬元素的含量。通过分析仪器检出限和准确度,得出仪器适用性良好。然后,利用二维相关同步光谱获得重金属元素的X射线荧光光谱能谱范围和变量数,得出铅元素的能谱范围分别为10.380~10.740和12.435~12.900keV,砷元素的能量范围是10.380~10.740和11.610~11.880keV,铬元素的能量范围是5.310~5.520和5.805~6.015keV,锌元素的能量范围是8.520~8.805和9.555~9.630keV,铅、砷、铬和锌的变量数分别为57,44,30和26。最后,根据获得的能谱范围,采用偏最小二乘回归方法建立重金属元素的X射线荧光光谱定量分析模型,得出砷元素的模型性能最佳,其次是铅、锌和铬,预测相关系数都高于0.92。研究表明,利用二维相关光谱获得的能谱范围有助于提高模型的预测性能和便携式X射线荧光光谱检测仪器适用于土壤重金属的原位监测。
Total concentrations of As,Zn,Pb and Cr were determined in soil samples by using X-ray fluorescence spectrometry.The instrumentapplicability was good by analyzing the detection limit and accuracy of the instrument.Then,the energy rangesand variable numbersof heavy metal elements were obtained by using two-dimensional correlation spectroscopy.The variable numbersof Pb(10.380~10.740 and 12.435~12.900 keV),As(10.380~10.740 and 11.610~11.880 keV),Cr(5.310~5.520 and 5.805~6.015 keV)and Zn(8.520~8.805 and 9.555~9.630 keV)were 57,44,30 and 26,respectively.Finally,X-ray fluorescence spectrometry analysis models for heavy metal elements were established based on selected energy ranges by using partial least-squares regression.The results showed that the model performance was best for As,followed by Pb,Zn and Cr,and R p were higher than 0.92.The study indicated that the prediction performance ofmodel is improved using optimal energy ranges and the PXRF analyzer is suitablefor in-situ monitoring of heavy metals in soil.
作者
王世芳
罗娜
韩平
WANG Shi-fang;LUO Na;HAN Ping(Beijing Research Center for Agriculture Standards and Testing,Beijing 100097,China)
出处
《光谱学与光谱分析》
SCIE
EI
CAS
CSCD
北大核心
2018年第5期1648-1654,共7页
Spectroscopy and Spectral Analysis
基金
The National Key Research and Development Program of China(2017YFD0801201)
关键词
X射线荧光光谱
土壤重金属
二维相关同步光谱
偏最小二乘回归
X-ray fluorescence spectrometry
Soil heavy metals
Two-dimensional correlation spectroscopy
Partial least squares regression