Laser & Optoelectronics Progress, Volume. 59, Issue 13, 1330002(2022)

Near-Infrared Spectral Waveband Selection for Soil Potassium Content Based on Simulated Annealing

Chunting Li1, Youyou Zhang1, Huazhou Chen1、*, Jie Gu2, Lina Mo3, and Xiaoyu Li1
Author Affiliations
  • 1College of Science, Guilin University of Technology, Guilin 541004, Guangxi , China
  • 2School of Electrical and Information Engineering, Chongqing College of Humanities, Science & Technology, Chongqing 401524, China
  • 3School of Tourism Data, Guilin Tourism University, Guilin 541006, Guangxi , China
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    References(22)

    [3] Dong D M, Zheng W G, Zhao C J et al. Determination of potassium in farmland soil using laser-induced breakdown spectroscopy[J]. Spectroscopy and Spectral Analysis, 33, 785-789(2013).

    [4] Hao Y, Wu W H, Shang Q Y et al. Analysis model of oleic and linoleic acids in camellia oil via near-infrared spectroscopy[J]. Acta Optica Sinica, 39, 093004(2019).

    [6] Chu X L, Chen P, Li J Y et al. Progresses and perspectives of near infrared spectroscopy analytical technology[J]. Journal of Instrumental Analysis, 39, 1181-1188(2020).

    [7] Lin K, Li D C, Liu F et al. Study on relationship between soil calcium carbonate content and inversion effect based on visible near-infrared reflectance spectra[J]. Acta Pedologica Sinica, 55, 304-312(2018).

    [8] Ran S, Ding J L, Ge X Y et al. Estimation method of VIS-NIR spectroscopy for soil organic matter based on sparse networks[J]. Laser & Optoelectronics Progress, 57, 242803(2020).

    [14] Kong Q M, Gu J T, Gao R et al. Study on detection of crude protein in ammonified and alkalized corn straw by spectrum characteristic band selection method based on synergy interval partial least squares[J]. Journal of Instrumental Analysis, 39, 1334-1343(2020).

    [18] Shi J Y, Zou X B, Zhao J W et al. Selection of wavelength for strawberry NIR spectroscopy based on BiPLS combined with SAA[J]. Journal of Infrared and Millimeter Waves, 30, 458-462(2011).

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    Chunting Li, Youyou Zhang, Huazhou Chen, Jie Gu, Lina Mo, Xiaoyu Li. Near-Infrared Spectral Waveband Selection for Soil Potassium Content Based on Simulated Annealing[J]. Laser & Optoelectronics Progress, 2022, 59(13): 1330002

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    Paper Information

    Category: Spectroscopy

    Received: Jul. 8, 2021

    Accepted: Aug. 18, 2021

    Published Online: Jul. 1, 2022

    The Author Email: Huazhou Chen (hzchengut@foxmail.com)

    DOI:10.3788/LOP202259.1330002

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