Multi-angular spectroscopic detection of winter wheat nitrogen fertilizer utilization status using integrated feature selection and machine learning

被引：0
|
作者：
Zhang, Haiyan [1 ]
He, Li [1 ]
Chen, Qiwen [1 ]
Abdulraheem, Mukhtar Iderawumi [3 ,4 ]
Ma, Geng [1 ]
Zhang, Yanfei [1 ]
Gu, Jingjing [5 ]
Hu, Jiandong [4 ]
Wang, Chenyang [1 ,2 ]
Feng, Wei [1 ,2 ]
机构：
[1] National Engineering Research Center for Wheat, College of Agronomy, Henan Agricultural University, Henan, Zhengzhou,450046, China
[2] State Key Laboratory of Wheat and Maize Crop Science, Henan Agricultural University, Henan, Zhengzhou,450046, China
[3] Department of Agricultural Science Education, Oyo State College of Education, Lanlate,202001, Nigeria
[4] College of Mechanical & Electrical Engineering, Henan Agricultural University, Henan, Zhengzhou,450046, China
[5] Luoyang Academy of Agriculture and Forestry Science, Luoyang,471023, China
来源：
Computers and Electronics in Agriculture | 2025年 / 231卷
关键词：
D O I：
10.1016/j.compag.2025.109916
中图分类号：
学科分类号：
摘要：
Support vector regression
引用
收藏
相关论文
共 50 条
  • [1] Improved remote sensing of leaf nitrogen concentration in winter wheat using multi-angular hyperspectral data
    He, Li
    Song, Xiao
    Feng, Wei
    Guo, Bin-Bin
    Zhang, Yuan-Shuai
    Wang, Yong-Hua
    Wang, Chen-Yang
    Guo, Tian-Cai
    REMOTE SENSING OF ENVIRONMENT, 2016, 174 : 122 - 133
  • [2] CHARACTERIZATION OF POWDERY MILDEW IN WINTER WHEAT USING MULTI-ANGULAR HYPERSPECTRAL MEASUREMENTS
    Zhao, Jinling
    Yuan, Lin
    Huang, Linsheng
    Zhang, Dongyan
    Zhang, Jingcheng
    Gu, Xiaohe
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 2821 - 2824
  • [3] Estimation of Nitrogen Nutrition Status in Winter Wheat From Unmanned Aerial Vehicle Based Multi-Angular Multispectral Imagery
    Lu, Ning
    Wang, Wenhui
    Zhang, Qiaofeng
    Li, Dong
    Yao, Xia
    Tian, Yongchao
    Zhu, Yan
    Cao, Weixing
    Baret, Fred
    Liu, Shouyang
    Cheng, Tao
    FRONTIERS IN PLANT SCIENCE, 2019, 10
  • [4] Estimating canopy leaf nitrogen concentration in winter wheat based on multi-angular hyperspectral remote sensing
    He, Li
    Zhang, Hai-Yan
    Zhang, Yuan-Shuai
    Song, Xiao
    Feng, Wei
    Kang, Guo-Zhang
    Wang, Chen-Yang
    Guo, Tian-Cai
    EUROPEAN JOURNAL OF AGRONOMY, 2016, 73 : 170 - 185
  • [5] STUDY OF UTILIZATION OF FERTILIZER NITROGEN BY WINTER-WHEAT USING N-15
    BRAZHNIK, SP
    SOVIET SOIL SCIENCE, 1973, 5 (04): : 403 - 409
  • [6] Improving water status prediction of winter wheat using multi-source data with machine learning
    Shi, Bo
    Yuan, Yifan
    Zhuang, Tingxuan
    Xu, Xuan
    Schmidhalter, Urs
    Ata-UI-Karim, Syed Tahir
    Zhao, Ben
    Liu, Xiaojun
    Tian, Yongchao
    Zhu, Yan
    Cao, Weixing
    Cao, Qiang
    EUROPEAN JOURNAL OF AGRONOMY, 2022, 139
  • [7] Osteoporosis Detection Using Machine Learning Techniques and Feature Selection
    Iliou, Theodoros
    Anagnostopoulos, Christos-Nikolaos
    Anastassopoulos, George
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2014, 23 (05)
  • [8] Winter wheat and soil total nitrogen integrated monitoring based on canopy hyperspectral feature selection and fusion
    Tian, Zezhong
    Zhang, Yao
    Zhang, Haiyang
    Li, Zhenhai
    Li, Minzan
    Wu, Jiangmei
    Liu, Kaidi
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, 201
  • [9] Spectroscopic detection of rice leaf blast infection from asymptomatic to mild stages with integrated machine learning and feature selection
    Tian, Long
    Xue, Bowen
    Wang, Ziyi
    Li, Dong
    Yao, Xia
    Cao, Qiang
    Zhu, Yan
    Cao, Weixing
    Cheng, Tao
    REMOTE SENSING OF ENVIRONMENT, 2021, 257
  • [10] Detection of nitrogen and phosphorus nutrient status in winter wheat using spectral radiance
    Sembiring, H
    Raun, WR
    Johnson, GV
    Stone, ML
    Solie, JB
    Phillips, SB
    JOURNAL OF PLANT NUTRITION, 1998, 21 (06) : 1207 - 1233
12345