Estimating pigment contents of crop leaves using hyperspectral data

被引:0
|
作者
Cheng, Q [1 ]
Huang, JF [1 ]
Wang, RC [1 ]
Wang, FM [1 ]
机构
[1] Zhejiang Univ, Inst Agr Remote Sensing & Informat Applicat, Hangzhou 310029, Peoples R China
关键词
crop leaves; pigment contents; hyperspectral data; estimation models;
D O I
暂无
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Correlation analyses between the spectral reflectance and the pigment contents of five crop leaves including rice, cotton, colour cotton, corn and sugarcane were reported in this paper. Spectral reflectance over the 350-2500 nm range with a spectral resolution of 3 nm, and the content of chlorophyll a, b, a+b, and total carotenoids were determined for leaves from five crops covering a wide range of chlorophyll a content (0.2440 -3.8755mg/g). Maximum sensitivity of reflectance to variation in pigment content was found in the green, wavelength region at 550 nm and at 707 nm. The reflectance in the main the pigment absorption regions in the blue (400-500 nm) and red (660-690 nm) wavelengths proved to be insensitive to variation in pigment content. The ratio R670/(R550*R707) correlated best with chlorophyll a, a+b, and carotenoids contents. The ratio R670/R550 correlated best with chlorophyll b content.
引用
收藏
页码:168 / 175
页数:8
相关论文
共 50 条
  • [1] Retrieval of pigment contents in rice leaves and panicles using hyperspectral data by artificial neuron network models
    Chen, L
    Huang, JF
    Wang, FM
    [J]. IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings, 2005, : 1416 - 1419
  • [2] Estimating Foliar Pigment Concentration of Rice Crop Using Integrated Hyperspectral Index
    Liu, Zhanyu
    Huang, Wenjiang
    Mao, Guofu
    Li, Cunjun
    Xu, Xingang
    Ding, Xiaodong
    Shi, Jingjing
    Zhou, Bin
    [J]. COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE V, PT II, 2012, 369 : 264 - +
  • [3] Study on Estimating Pigment Contents in Canopy of Chinese Fir under Disease Stress Based on Hyperspectral Data
    Li Hongjun
    Tan Yimin
    Zang Zhuo
    Liu Junang
    Liu Qianli
    Zhou Guoying
    [J]. 2014 THIRD INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA 2014), 2014,
  • [4] Estimating Mo, Cu, Ni, Cd Contents in the Crop Leaves Growing on Small Land Plots Using Satellite Data
    Muradyan, Vahagn
    Tepanosyan, Garegin
    Asmaryan, Shushanik
    Maghakyan, Nairuhi
    Sahakyan, Lilit
    Saghatelyan, Armen
    [J]. COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS, 2020, 51 (11) : 1457 - 1468
  • [5] Estimating Pollution Contents in an Urban Area using Airborne Hyperspectral Thermal Data
    George, Jeena Elsa
    Aravinth, J.
    [J]. 2018 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2018,
  • [6] The Study of the Spectral Model for Estimating Pigment Contents of Tobacco Leaves in Field
    Ren Xiao
    Lao Cai-lian
    Xu Zhao-li
    Jin Yan
    Guo Yan
    Li Jun-hui
    Yang Yu-hong
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2015, 35 (06) : 1654 - 1659
  • [7] Study on Hyperspectral Estimation of Pigment Contents in Leaves of Cotton Under Disease Stress
    Chen Bing
    Li Shao-kun
    Wang Ke-ru
    Wang Fang-yong
    Xiao Chun-hua
    Pan Wen-chao
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2010, 30 (02) : 421 - 425
  • [8] Estimating and mapping crop residues cover on agricultural lands using hyperspectral and IKONOS data
    Bannari, A.
    PacheCo, A.
    Staenz, K.
    McNairn, H.
    Omari, K.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2006, 104 (04) : 447 - 459
  • [9] In situ hyperspectral data analysis for pigment content estimation of rice leaves
    程乾
    黄敬峰
    王秀珍
    王人潮
    [J]. Journal of Zhejiang University-Science A(Applied Physics & Engineering), 2003, (06) : 106 - 112
  • [10] In situ hyperspectral data analysis for pigment content estimation of rice leaves
    Cheng Qian
    Huang Jing-feng
    Wang Xiu-zhen
    Wang Ren-chao
    [J]. Journal of Zhejiang University-SCIENCE A, 2003, 4 (6): : 727 - 733