Spectroscopy and Spectral Analysis, Volume. 44, Issue 10, 2873(2024)

Estimation of Leaf Physical and Chemical Parameters Based on Hyperspectral Remote Sensing and Deep Learning Technologies

YUE Ji-bo1... LENG Meng-die1, TIAN Qing-jiu2, GUO Wei1, LIU Yang3, FENG Hai-kuan4 and QIAO Hong-bo1,* |Show fewer author(s)
Author Affiliations
  • 1College of Information and Management Science,Henan Agricultural University,Zhengzhou 450002,China
  • 2International Institute for Earth System Science,Nanjing University,Nanjing 210023,China
  • 3Key Lab of Smart Agriculture System,Ministry of Education,China Agricultural University,Beijing 100083,China
  • 4Key Laboratory of Quantitative Remote Sensing in Agriculture of Ministry of Agriculture China,Beijing Research Center for Information Technology in Agriculture,Beijing 100097,China
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    References(8)

    [1] [1] Li Dong,Chen Jingming,Yan Yan,et al. Remote Sensing of Environment,2022,283:113314.

    [2] [2] Wong C Y S, D’Odorico P, Bhathena Y,et al. Remote Sensing of Environment,2019,233:111407.

    [3] [3] Sonobe R,Hirono Y. Remote Sensing,2023,15(17):4303.

    [4] [4] Falcioni R,Antunes W C,Dematt J A M,et al. Sensors,2023,23(8):3843.

    [5] [5] Fret Jean-Baptiste,Berger Katja,de Boissieu Florian,et al. Remote Sensing of Environment,2021,252:112173.

    [7] [7] Yue Jibo,Yang Hao,Feng Haikuan,et al. Computers and Electronics in Agriculture,2023,211:108011.

    [8] [8] Hu Jingyu,Feng Hao,Wang Qilei,et al. Remote Sensing,2024,16(5):784.

    [17] [17] Simonyan K,Zisserman A. Very Deep Convolutional Networks for Large-Scale Image Recognition, 2015, arXiv: 1409.1556V6[CS.CV].

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    YUE Ji-bo, LENG Meng-die, TIAN Qing-jiu, GUO Wei, LIU Yang, FENG Hai-kuan, QIAO Hong-bo. Estimation of Leaf Physical and Chemical Parameters Based on Hyperspectral Remote Sensing and Deep Learning Technologies[J]. Spectroscopy and Spectral Analysis, 2024, 44(10): 2873

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    Paper Information

    Received: Mar. 9, 2024

    Accepted: Jan. 16, 2025

    Published Online: Jan. 16, 2025

    The Author Email: Hong-bo QIAO (qiaohb@henau.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2024)10-2873-11

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