• DocumentCode
    3088443
  • Title

    Analysis of the fractal characteristic of the hyperspectral curves of the rice under plumbum pollution stress

  • Author

    Ling Wu ; Xiangnan Liu ; Meiling Liu

  • Author_Institution
    Sch. of Tnformation Eng., China Univ. of Geosci., Beijing, China
  • fYear
    2012
  • fDate
    16-18 Dec. 2012
  • Firstpage
    296
  • Lastpage
    300
  • Abstract
    Based on previous spectral parameters to describe the "large scale change" of the spectral curve proposed by remote sensing scholars, the objective of this paper was to propose the method of describing subtle change in hyperspectral curve for rice under plumbum (Pb) pollution stress by using fractal dimension (D), which was calculated by wavelet transform. For pollution-free rice and rice under Pb pollution respectively, the D of hyperspectral curves (450 nm~700 nm) and second derivative curves were calculated at the tillering stage and the heading stage. Results showed that the D of two curves of the rice under Pb pollution all decreased, compared with those of the pollution-free rice. Meanwhile, it comes to conclusion that it is the best stage to monitor the rice under Pb pollution at the tillering stage. Finally, Least Squares Regression is applied to establish the relationship between the D of second derivative curves and chlorophyll concentration of the rice under Pb pollution at the tillering stage, with high prediction accuracy.
  • Keywords
    agricultural pollution; crops; fractals; geophysical image processing; hyperspectral imaging; least squares approximations; regression analysis; remote sensing; soil pollution; wavelet transforms; Pb pollution; chlorophyll concentration; fractal characteristic; fractal dimension; heading stage; hyperspectral curve; large scale change; least squares regression; plumbum pollution stress; pollution-free rice; prediction accuracy; remote sensing scholar; second derivative curve; spectral parameter; tillering stage; wavelet transform; Pollution; Pollution measurement; fractal dimension; rice under Pb pollution; singularity; subtle change in spectral curve; wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision in Remote Sensing (CVRS), 2012 International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4673-1272-1
  • Type

    conf

  • DOI
    10.1109/CVRS.2012.6421278
  • Filename
    6421278