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

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

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

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

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

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

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

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

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

    [12] Ji R, Li M, Wang Y et al[D]. 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: Rong-hua JI (jessic1212@cau.edu.cn)

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

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