Spectroscopy and Spectral Analysis, Volume. 41, Issue 2, 558(2021)

Feature Selection of 3D Fluorescence Data Based on Storage Room Gas and Preliminary Early Warning of Banana Spoilage

Meng-li LI*, Yong YIN, Yun-xia YUAN, Xin LI, and Xue-ru LIU
Author Affiliations
  • College of Food and Bioengineering, Henan University of Science and Technology, Luoyang 471023, China
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    Figures & Tables(11)
    Processing method flowchart
    Fluorescence spectrum before and after scatter removal and SG smoothing(a): Before processing; (b): After processing
    Emission spectrum at the fluorescence excitation wavelengths before and after preliminary filtering(a): Before preliminary filtering; (b): After preliminary filtering
    Emission spectrum feature bands of the two batches of banana(a): The first batch; (b): The second batch
    Cluster analysis results of the two batches of banana(a): The first batch; (b): The second batch
    PCA results of the two batches of banana(a): The first batch; (b): The second batch
    • Table 1. pH value and relative conductivity of the first batch of banana

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      Table 1. pH value and relative conductivity of the first batch of banana

      贮藏天数/dpH值相对电导率
      15.0314.83
      25.1315.77
      35.2914.61
      45.3519.72
      55.5024.74
      65.5428.53
      75.6930.10
      85.6830.49
    • Table 2. pH value and relative conductivity of the second batch of banana

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      Table 2. pH value and relative conductivity of the second batch of banana

      贮藏天数/dpH值相对电导率
      14.9112.18
      25.1213.19
      35.1613.21
      45.2114.64
      55.4213.92
      65.4013.96
      75.5518.17
      85.5320.15
    • Table 3. Third-order Gaussian fitting result

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      Table 3. Third-order Gaussian fitting result

      Ex/nm高斯拟合R2Ex/nm高斯拟合R2
      2000.812550.98
      2050.682600.92
      2100.742650.90
      2150.812700.93
      2200.782750.96
      2250.902800.97
      2300.952850.97
      2350.962900.97
      2400.942950.97
      2450.983000.96
      2500.98
    • Table 4. Excitation wavelengths sorted by Λ values of two batches of banana

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      Table 4. Excitation wavelengths sorted by Λ values of two batches of banana

      Λ值由低
      到高排序
      第一批香蕉
      试验Ex/nm
      第二批香蕉
      试验Ex/nm
      1225230
      2240235
      3255240
      4230250
      5235225
      6260285
      7280255
      8270245
      9250260
      10300290
      11285275
      12290280
      13295300
      14245270
      15265265
      16275295
    • Table 5. Excitation wavelengths sorted by Λ values of reselected Wilks of two batches of banana

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      Table 5. Excitation wavelengths sorted by Λ values of reselected Wilks of two batches of banana

      Λ值由低
      到高排序
      第一批香蕉
      试验Ex/nm
      第二批香蕉
      试验Ex/nm
      1225225
      2235235
      3240230
      4230250
      5260245
      6245275
      7280255
      8265260
      9300265
      10275270
      11250285
      12285295
      13290290
      14270300
      15255280
      16295240
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    Meng-li LI, Yong YIN, Yun-xia YUAN, Xin LI, Xue-ru LIU. Feature Selection of 3D Fluorescence Data Based on Storage Room Gas and Preliminary Early Warning of Banana Spoilage[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 558

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    Paper Information

    Category: Research Articles

    Received: Dec. 25, 2019

    Accepted: Apr. 19, 2020

    Published Online: Apr. 8, 2021

    The Author Email: LI Meng-li (liml2021@126.com)

    DOI:10.3964/j.issn.1000-0593(2021)02-0558-07

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