Detecting nitrogen content in lettuce leaves based on hyperspectral imaging and multiple regression analysis

被引:3
|
作者
Jun, Sun [1 ,2 ]
Xiaming, Jin [3 ]
Hanping, Mao [3 ]
Xiaohong, Wu [2 ]
Hongyan, Gao [3 ]
Wenjing, Zhu [3 ]
Xiao, Liu [2 ]
机构
[1] Key Laboratory of Agri-informatics, Ministry of Agriculture, Beijing, 100081, China
[2] School of Electrical and Information Engineering, Jiangsu University, China
[3] Laboratory Venlo of Modern Agricultural Equipment, Jiangsu University, Zhenjiang, 212013, China
关键词
Lettuce;
D O I
10.3923/itj.2013.4845.4851
中图分类号
学科分类号
摘要
引用
收藏
页码:4845 / 4851
相关论文
共 50 条
  • [21] Research on Lettuce Leaves' Moisture Prediction Based on Hyperspectral Images
    Sun Jun
    Wu Xiao-hong
    Zhang Xiao-dong
    Gao Hong-yan
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2013, 33 (02) : 522 - 526
  • [22] Detection of anthocyanin content in fresh Zijuan tea leaves based on hyperspectral imaging
    Dai, Fushuang
    Shi, Jiang
    Yang, Chongshan
    Li, Yang
    Zhao, Yan
    Liu, Zhongyuan
    An, Ting
    Li, Xiaoli
    Yan, Peng
    Dong, Chunwang
    FOOD CONTROL, 2023, 152
  • [23] Estimation of nitrogen content in rice leaves with hyperspectral reflectance measurements using wavelet analysis
    Fang M.-H.
    Liu X.-N.
    Yingyong Kexue Xuebao/Journal of Applied Sciences, 2010, 28 (04): : 387 - 393
  • [24] Hyperspectral Estimation of Nitrogen Content in Winter Wheat Leaves Based on Unmanned Aerial Vehicles
    Liu Mingxing
    Li Changchun
    Feng Haikuan
    Pei Haojie
    Li Zhenhai
    Yang Fuqin
    Yang Guijun
    Xu Shouzhi
    COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE XI, CCTA 2017, PT II, 2019, 546 : 321 - 339
  • [25] Hyperspectral inversion of nitrogen content in maize leaves based on different dimensionality reduction algorithms
    Cao, Chunling
    Wang, Tianli
    Gao, Maofang
    Li, Yang
    Li, Dandan
    Zhang, Huijie
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 190
  • [26] Detection of Water Content in Lettuce Canopies Based on Hyperspectral Imaging Technology under Outdoor Conditions
    Zhao, Jing
    Li, Hong
    Chen, Chao
    Pang, Yiyuan
    Zhu, Xiaoqing
    AGRICULTURE-BASEL, 2022, 12 (11):
  • [27] Visualization of heavy metal cadmium in lettuce leaves based on wavelet support vector machine regression model and visible-near infrared hyperspectral imaging
    Zhou, Xin
    Sun, Jun
    Zhang, Yuechun
    Tian, Yan
    Yao, Kunshan
    Xu, Min
    JOURNAL OF FOOD PROCESS ENGINEERING, 2021, 44 (12)
  • [28] Chlorophyll content inversion with hyperspectral technology for apple leaves based on support vector regression algorithm
    Liu J.
    Chang Q.
    Liu M.
    Yin Z.
    Ma W.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2016, 47 (08): : 260 - 265and272
  • [29] Simultaneous Measurement of Chlorophyll and Water Content in Navel Orange Leaves Based on Hyperspectral Imaging
    Liu, Yande
    Zhang, Guang-Wei
    Liu, Deli
    SPECTROSCOPY, 2014, 29 (04) : 40 - +
  • [30] Detecting red blotch disease in grape leaves using hyperspectral imaging
    Mehrubeoglu, Mehrube
    Orlebeck, Keith
    Zemlan, Michael J.
    Autran, Wesley
    ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XXII, 2016, 9840