• Spectroscopy and Spectral Analysis
  • Vol. 40, Issue 11, 3617 (2020)
Chao ZHANG, Lin ZHU, Jin-jia GUO, Nan LI, Ye TIAN, and Rong-er ZHENG
Author Affiliations
  • College of Information Science and Engineering, Ocean University of China, Qingdao 266100, China
  • show less
    DOI: 10.3964/j.issn.1000-0593(2020)11-3617-06 Cite this Article
    Chao ZHANG, Lin ZHU, Jin-jia GUO, Nan LI, Ye TIAN, Rong-er ZHENG. Laser-Induced Breakdown Spectroscopy for Heavy Metal Analysis of Zn of Ocean Sediments[J]. Spectroscopy and Spectral Analysis, 2020, 40(11): 3617 Copy Citation Text show less
    Schematic diagram of the portable LIBS instrument(a): Optical layout;(b): Internal structure charts of the instrument
    Fig. 1. Schematic diagram of the portable LIBS instrument
    (a): Optical layout;(b): Internal structure charts of the instrument
    A typical sediment LIBS spectrum
    Fig. 2. A typical sediment LIBS spectrum
    Flow chart of concentration prediction of Zn in sediment using portable LIBS system
    Fig. 3. Flow chart of concentration prediction of Zn in sediment using portable LIBS system
    The RSD results of Zn with different standardized methods
    Fig. 4. The RSD results of Zn with different standardized methods
    Calibration curve for Zn in sediment(a): Calibration curve for Zn with univariate quantitative method; (b): Calibration curve for Zn with BP neural network
    Fig. 5. Calibration curve for Zn in sediment
    (a): Calibration curve for Zn with univariate quantitative method; (b): Calibration curve for Zn with BP neural network
    The emission intensities of Ca Ⅰ 422 nm and Zn Ⅰ 468 nm as a function of sample’s drying time
    Fig. 6. The emission intensities of Ca Ⅰ 422 nm and Zn Ⅰ 468 nm as a function of sample’s drying time
    Field measurements pictures and site positions in Jiaozhou Bay(a): Field measurement picture of the portable LIBS system; (b): Site map for sediments sampling;(c): Picture of a typical sediment sample; (d): A typical sediment LIBS spectrum on site
    Fig. 7. Field measurements pictures and site positions in Jiaozhou Bay
    (a): Field measurement picture of the portable LIBS system; (b): Site map for sediments sampling;(c): Picture of a typical sediment sample; (d): A typical sediment LIBS spectrum on site
    样品号Zn/10-6
    训练集X01#39.42
    X02#50.38
    X03#59.40
    X04#71.93
    X05#101.23
    X06#110.60
    X07#130.68
    预测集X10#90.53
    Table 1. AAS detection results of the concentration of Zn in experimental samples
    定标方法平均RSD
    /%
    相关系数
    R2
    预测误差
    /%
    未标准化单变量定标38.70.88510.5
    标准化单变量定标7.20.9356.7
    标准化BPNN算法定标7.20.9983.2
    Table 2. Quantitative result of three analysis methods
    站点样品号AAS测量
    浓度/10-6
    LIBS预测
    浓度/10-6
    相对
    误差/%
    RMSE
    S1J01#130.00139.357.199.36
    S2J02#113.00115.892.562.90
    S3J03#87.9096.8910.238.99
    S4J04#67.7059.4112.258.58
    S5J05#79.9083.864.963.96
    S6J06#53.8046.9312.777.71
    Table 3. Comparisons of LIBS measurements on site and AAS results in lab
    Chao ZHANG, Lin ZHU, Jin-jia GUO, Nan LI, Ye TIAN, Rong-er ZHENG. Laser-Induced Breakdown Spectroscopy for Heavy Metal Analysis of Zn of Ocean Sediments[J]. Spectroscopy and Spectral Analysis, 2020, 40(11): 3617
    Download Citation