Rice nitrogen nutrition monitoring classification method based on the convolution neural network model: Direct detection of rice nitrogen nutritional status

Qiang Zhai; Chun Ye; Shuang Li; Jizhong Liu; Zhiming Guo; Ruzhi Chang; Jing Hua

doi:10.1371/journal.pone.0273360

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Open Access

Peer-reviewed

Research Article

Rice nitrogen nutrition monitoring classification method based on the convolution neural network model: Direct detection of rice nitrogen nutritional status

Qiang Zhai ,

Contributed equally to this work with: Qiang Zhai, Chun Ye

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Mechatronic Engineering, Nanchang University, Nanchang City, Jiangxi Province, China

https://orcid.org/0000-0001-6587-6642

⨯
Chun Ye ,

Contributed equally to this work with: Qiang Zhai, Chun Ye

Roles Conceptualization, Data curation, Investigation, Resources, Validation, Writing – original draft, Writing – review & editing

Affiliations School of Mechatronic Engineering, Nanchang University, Nanchang City, Jiangxi Province, China, Institute of Agricultural Engineering/Jiangxi Province Engineering Research Center of Intelligent Agricultural Machinery Equipment/Jiangxi Province Engineering Research Center of Information Technology in Agriculture, Jiangxi Academy of Agricultural Sciences, Nanchang, China
⨯
Shuang Li,

Roles Project administration, Resources, Software, Supervision

Affiliation Weichai Power Co., Ltd., WeiFang City, ShanDong Province, China
⨯
Jizhong Liu ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: liujizhong@ncu.edu.cn (JL); 15870668662@163.com (JH)

Affiliation School of Mechatronic Engineering, Nanchang University, Nanchang City, Jiangxi Province, China

https://orcid.org/0000-0002-7658-5231

⨯
Zhiming Guo,

Roles Supervision, Writing – review & editing

Affiliation Weichai Power Co., Ltd., WeiFang City, ShanDong Province, China
⨯
Ruzhi Chang,

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Weichai Power Co., Ltd., WeiFang City, ShanDong Province, China
⨯
Jing Hua

Roles Supervision, Writing – review & editing

* E-mail: liujizhong@ncu.edu.cn (JL); 15870668662@163.com (JH)

Affiliation School of Software, Jiangxi Agricultural University, Nanchang City, Jiangxi Province, China
⨯

Rice nitrogen nutrition monitoring classification method based on the convolution neural network model: Direct detection of rice nitrogen nutritional status

Qiang Zhai,
Chun Ye,
Shuang Li,
Jizhong Liu,
Zhiming Guo,
Ruzhi Chang,
Jing Hua

Published: November 22, 2022
https://doi.org/10.1371/journal.pone.0273360

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