Estimation of leaf area index based on wavelet transform and support vector machine regression in winter wheat

被引:0
|
作者
Liang, Dong [1 ,2 ]
Yang, Qinying [1 ,2 ,3 ]
Huang, Wenjiang [2 ,3 ]
Peng, Dailiang [3 ]
Zhao, Jinling [1 ,2 ]
Huang, Linsheng [1 ,2 ]
Zhang, Dongyan [1 ,2 ]
Song, Xiaoyu [4 ]
机构
[1] Key Laboratory of Intelligent Computer and Signal Processing, Ministry of Education, Anhui University, Hefei,230039, China
[2] School of Electronic and Information Engineering, Anhui University, Hefei,230039, China
[3] Key Laboratory of Digital Earth Sciences, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing,100094, China
[4] Beijing Agriculture Information Technology Research Center, Beijing,100097, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
11
引用
收藏
页码:335 / 340
相关论文
共 50 条
  • [1] Remote sensing inversion of leaf area index based on support vector machine regression in winter wheat
    Huang, W. (yellowstar0618@163.com), 1600, Chinese Society of Agricultural Engineering (29):
  • [2] Hyperspectral Estimation of Winter Wheat Leaf Area Index Based on Continuous Wavelet Transform and Fractional Order Differentiation
    Li, Changchun
    Wang, Yilin
    Ma, Chunyan
    Ding, Fan
    Li, Yacong
    Chen, Weinan
    Li, Jingbo
    Xiao, Zhen
    SENSORS, 2021, 21 (24)
  • [3] Winter Wheat Biomass Estimation Based on Wavelet Energy Coefficient and Leaf Area Index
    Li C.
    Li Y.
    Wang Y.
    Ma C.
    Chen W.
    Ding F.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2021, 52 (12): : 191 - 200
  • [4] Research on Universality of Least Squares Support Vector Machine Method for Estimating Leaf Area Index of Winter Wheat
    Xie Qiao-yun
    Huang Wen-jiang
    Liang Dong
    Peng Dai-liang
    Huang Lin-sheng
    Song Xiao-yu
    Zhang Dong-yan
    Yang Gui-jun
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2014, 34 (02) : 489 - 493
  • [5] Estimation of Winter Wheat Chlorophyll Content Based on Wavelet Transform and the Optimal Spectral Index
    Liu, Xiaochi
    Li, Zhijun
    Xiang, Youzhen
    Tang, Zijun
    Huang, Xiangyang
    Shi, Hongzhao
    Sun, Tao
    Yang, Wanli
    Cui, Shihao
    Chen, Guofu
    Zhang, Fucang
    AGRONOMY-BASEL, 2024, 14 (06):
  • [6] The estimation model of rice leaf area index using hyperspectral data based on support vector machine
    Institute of Remote Sensing and Information Application, Zhejiang University, Hangzhou 310029, China
    不详
    不详
    Guang Pu Xue Yu Guang Pu Fen Xi, 2008, 8 (1837-1841):
  • [7] The estimation model of rice leaf area index using hyperspectral data based on support vector machine
    Yang Xiao-hua
    Huang Jing-feng
    Wang Xiu-zhen
    Wang Fu-min
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2008, 28 (08) : 1837 - 1841
  • [8] Estimation of the Leaf Area Index of Winter Rapeseed Based on Hyperspectral and Machine Learning
    Zhang, Wei
    Li, Zhijun
    Pu, Yang
    Zhang, Yunteng
    Tang, Zijun
    Fu, Junyu
    Xu, Wenjie
    Xiang, Youzhen
    Zhang, Fucang
    SUSTAINABILITY, 2023, 15 (17)
  • [9] Estimation of leaf nitrogen content in winter wheat based on continuum removal and discrete wavelet transform
    Zhang, Juanjuan
    Wang, Weiwei
    Qiao, Hongbo
    Xu, Chaoyue
    Guo, Jianbiao
    Si, Haiping
    Wang, Jian
    Xiong, Shuping
    Ma, Xinming
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2023, 44 (18) : 5523 - 5547
  • [10] Prediction Based on Wavelet Transform and Support Vector Machine
    Liu, Xiaohong
    Zhu, Yanwei
    Zhang, Yongli
    Wang, Xinchun
    INFORMATION COMPUTING AND APPLICATIONS, PT I, 2011, 243 : 618 - +