• Spectroscopy and Spectral Analysis
  • Vol. 41, Issue 9, 2710 (2021)
Jun-peng BAI1、*, Bin LI1、1; *;, Shu-juan ZHANG2、2;, and Yi-mei CHEN1、1;
Author Affiliations
  • 11. Beijing Research Center for Information Technology in Agriculture, Beijing 100097, China
  • 22. College of Engineering, Shanxi Agricultural University, Taigu 030801, China
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    DOI: 10.3964/j.issn.1000-0593(2021)09-2710-07 Cite this Article
    Jun-peng BAI, Bin LI, Shu-juan ZHANG, Yi-mei CHEN. Study on Norfloxacin Concentration Detection Based on Terahertz Time Domain Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2021, 41(9): 2710 Copy Citation Text show less
    Flowchart of the experimental process
    Fig. 1. Flowchart of the experimental process
    Average spectrum of terahertz absorption coefficient(a): Larger gradient Norfloxacin; (b): Smaller gradient Norfloxacin
    Fig. 2. Average spectrum of terahertz absorption coefficient
    (a): Larger gradient Norfloxacin; (b): Smaller gradient Norfloxacin
    Terahertz absorption coefficient spectrum(a): Larger gradient Norfloxacin (raw data); (b): Larger gradient Norfloxacin (after S-G filtering);(c): Smaller gradient Norfloxacin (raw data); (d): Smaller gradient Norfloxacin (after S-G filtering)
    Fig. 3. Terahertz absorption coefficient spectrum
    (a): Larger gradient Norfloxacin (raw data); (b): Larger gradient Norfloxacin (after S-G filtering);(c): Smaller gradient Norfloxacin (raw data); (d): Smaller gradient Norfloxacin (after S-G filtering)
    Variable selection SPA (Larger gradient Norfloxacin)(a): RMSE graph of the number of variables selected; (b) Location of selected variables
    Fig. 4. Variable selection SPA (Larger gradient Norfloxacin)
    (a): RMSE graph of the number of variables selected; (b) Location of selected variables
    变量选择
    方法
    变量
    个数
    RcRMSEC
    /%
    RpRMSEP
    /%
    特征峰20.9953.440.94110.84
    逐步回归110.9961.620.9622.74
    特征峰+
    逐步回归
    130.9991.760.9895.72
    SPA140.9991.580.9925.52
    Table 1. MLR modeling results of larger gradient Norfloxacin
    变量选择
    方法
    变量
    个数
    RcRMSEC/
    (μg·mL-1)
    RpRMSEP/
    (μg·mL-1)
    特征峰20.59034.50.30710.85
    SPA20.48523.500.47224.07
    逐步回归100.85915.180.72818.79
    Table 2. MLR modeling results of smaller gradient Norfloxacin
    Jun-peng BAI, Bin LI, Shu-juan ZHANG, Yi-mei CHEN. Study on Norfloxacin Concentration Detection Based on Terahertz Time Domain Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2021, 41(9): 2710
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