Spectroscopy and Spectral Analysis, Volume. 42, Issue 5, 1372(2022)

Research on Prediction Model of Soil Nitrogen Content Based on Encoder-CNN

Rong-hua JI1,*... Ying-ying ZHAO2,2;, Min-zan LI2,2; and Li-hua ZHENG2,2; *; |Show fewer author(s)
Author Affiliations
  • 11. Yantai Research Institute of China Agricultural University, Yantai 264670, China
  • 22. Key Laboratory of Modern Precision Agriculture System Integration Research, Ministry of Education, China Agricultural University, Beijing 100083, China
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    References(10)

    [1] S Chen, W Ji, S Li et al. Soil and Tillage Research, 155, 492(2016).

    [2] Tao Dong, Yong He, Pengcheng Nie et al. Sensors, 17, 1102(2017).

    [5] Filgueiras P André, de Souza Marcelo et al. Journal of Near Infrared Spectroscopy, 24, 293(2016).

    [6] P P Fan, X Y Li, Y Liu et al. Journal of Applied Spectroscopy, 86, 765(2019).

    [7] J Bai, X Wang, Y Xu et al. Ecological Indicators, 111, 106002(2020).

    [8] K Fang, D Kifer, C Shen et al. Geophysical Research Letters, 44, 11030(2017).

    [9] T Lin, J Xu, X Zhang et al. Analytica Chimica Acta, 1058, 48(2019).

    [10] W D S Mendes, B Minasny, W Ng et al. Soil, 6, 565(2020).

    [11] K D Keramaris, J B Theocharis, N L Tsakiridis et al. Geoderma, 367, 114208(2020).

    [12] R Ji, M Li, Y Wang et al. Sensors (Basel, Switzerland), 20, 7078(2020).

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    Rong-hua JI, Ying-ying ZHAO, Min-zan LI, Li-hua ZHENG. Research on Prediction Model of Soil Nitrogen Content Based on Encoder-CNN[J]. Spectroscopy and Spectral Analysis, 2022, 42(5): 1372

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    Paper Information

    Category: Research Articles

    Received: Apr. 5, 2021

    Accepted: --

    Published Online: Nov. 10, 2022

    The Author Email: JI Rong-hua (jessic1212@cau.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2022)05-1372-06

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