Spectroscopy and Spectral Analysis, Volume. 42, Issue 8, 2482(2022)

Analysis of Soil Salinity Based on Spectrum and RVIPSO-MELM

Ni-na SONG1,*... Dong XIAO1,1; *;, Sen LI1,1; and Yu-jie GAO2,2; |Show fewer author(s)
Author Affiliations
  • 11. College of Information Science and Engineering, Northeastern University, Shenyang 110819, China
  • 22. School of Metallurgy, Northeastern University, Shenyang 110819, China
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    Figures & Tables(12)
    The reflectance spectrum curves of samples
    The contribution rate of the first 10 principal components
    The structure of ELM
    The structure of MELM
    The flow chart of the model
    The flow chart of the model
    The graph of salt content
    The different data of reflectance spectroscopy corresponds to the different salt content
    Iteration of the model
    The accuracy in the case of random value
    The operation time comparison chart
    The comparison of accuracy with two hidden layers
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    Ni-na SONG, Dong XIAO, Sen LI, Yu-jie GAO. Analysis of Soil Salinity Based on Spectrum and RVIPSO-MELM[J]. Spectroscopy and Spectral Analysis, 2022, 42(8): 2482

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    Paper Information

    Category: Orginal Article

    Received: Jun. 30, 2021

    Accepted: --

    Published Online: Mar. 17, 2025

    The Author Email: SONG Ni-na (winkkk248610@163.com)

    DOI:10.3964/j.issn.1000-0593(2022)08-2482-06

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