Spectroscopy and Spectral Analysis, Volume. 41, Issue 1, 271(2021)

Study on Inversion Model of Soil Heavy Metal Content Based on NMF-PLS Water Content

Xi-jun WU1,1、*, Jie ZHANG1,1, Chun-yan XIAO1,1, Xue-liang ZHAO1,1, Kang LI1,1, Li-li PANG1,1, Yan-xin SHI1,1, and Shao-hua LI1,1
Author Affiliations
  • 1[in Chinese]
  • 11. Hebei Province Key Laboratory of Test/Measurement Technology and Instrument, School of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China
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    [1] Januchowski‐Hartley Stephanie R, Martinuzzi Sebastián, Pracheil B M et al[D]. Global Change Biology, 20, 113(2014).

    [2] Zhao J L, Zheng R, Zhou X et al[D]. Pedosphere, 26, 74(2016).

    [3] Ji W, Rossel R A V, Shi Z[D]. European Journal of Soil Science, 66, 555(2015).

    [5] Bellon-Maurel V, Mcbratney A B, Minasny B et al[D]. Geoderma, 167-168, 118(2011).

    [6] Maeda K, Maruyama R, Moroda H et al[D]. Neural Networks, 55, 11(2014).

    [7] Lee D D, Seung H S.[M]. Proceedings of the 13th International Conference on Neural Information Processing Systems(2000).

    [8] Lin C J[D]. IEEE Transactions on Neural Networks, 18, 1589(2007).

    [9] Bermel W, Sakhaii P[D]. Journal of Magnetic Resonance, 242, 220(2014).

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    Xi-jun WU, Jie ZHANG, Chun-yan XIAO, Xue-liang ZHAO, Kang LI, Li-li PANG, Yan-xin SHI, Shao-hua LI. Study on Inversion Model of Soil Heavy Metal Content Based on NMF-PLS Water Content[J]. Spectroscopy and Spectral Analysis, 2021, 41(1): 271

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    Paper Information

    Category: Research Articles

    Received: Dec. 17, 2019

    Accepted: --

    Published Online: Apr. 8, 2021

    The Author Email: Xi-jun WU (wuxijun@ysu.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2021)01-0271-07

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