Partly Interpretable Machine Learning Method of Ginseng Geographical Origins Recognition and Analysis by Hyperspectral Measurements

Meng LI; Xiao-bo ZHANG; Shao-bo LIU; Xing-feng CHEN; Lu-qi HUANG; Ting-ting SHI; Rui YANG; Shu LIU; Feng-jie ZHENG

doi:10.3964/j.issn.1000-0593(2022)04-1217-05

Spectroscopy and Spectral Analysis, Volume. 42, Issue 4, 1217(2022)

Partly Interpretable Machine Learning Method of Ginseng Geographical Origins Recognition and Analysis by Hyperspectral Measurements

Meng LI^{1、1; 2;}, Xiao-bo ZHANG^2、2;, Shao-bo LIU^3、3;, Xing-feng CHEN^{4、4; *;}, Lu-qi HUANG^{5、5; *;}, Ting-ting SHI^2、2;, Rui YANG^6、6;, Shu LIU^7、7;, and Feng-jie ZHENG^8、8;

Author Affiliations

¹1. School of Pharmacy, Henan University of Chinese Medicine, Zhengzhou 450046, China

²2. State Key Laboratory Breeding Base of Dao-di Herbs, National Resource Center for Chinese Materia Medica, Chinese Academy of Chinese Medical Sciences, Beijing 100700, China

³3. Big Date Center, Space Star Technology Co., Ltd., Beijing 100086, China

⁴4. State Environmental Protection Key Laboratory of Satellite Remote Sensing, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China

⁵5. State Key Laboratory Breeding Base of Dao-di Herbs, Chinese Academy of Chinese Medical Sciences, Beijing 100700, China

⁶6. Key Laboratory of Remote Sensing of Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China

⁷7. Jilin Provincial Key Laboratory of Chinese Medicine Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China

⁸8. School of Space Information, Space Engineering University, Beijing 101416, China

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References(4)

[3] C Cheng, Q Yuan, H Zhou et al. Microscopy Research and Technique, 79, 98(2016).

[4] H Chen, Y Chen, Z Zhao et al. Journal of Ginseng Research, 41, 10(2017).

[5] Ho Park Il, Beom Han Sang, Won Kwon Sung et al. Journal of Chromatography A, 921, 335(2001).

[7] A Zimmer Elizabeth, Wen Jun. Molecular Phylogenetics and Evolution, 6, 167(1996).

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Meng LI, Xiao-bo ZHANG, Shao-bo LIU, Xing-feng CHEN, Lu-qi HUANG, Ting-ting SHI, Rui YANG, Shu LIU, Feng-jie ZHENG. Partly Interpretable Machine Learning Method of Ginseng Geographical Origins Recognition and Analysis by Hyperspectral Measurements[J]. Spectroscopy and Spectral Analysis, 2022, 42(4): 1217

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Paper Information

Category: Research Articles

Received: Mar. 16, 2021

Accepted: --

Published Online: Jul. 25, 2023

The Author Email:

DOI:10.3964/j.issn.1000-0593(2022)04-1217-05

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