• DocumentCode
    484108
  • Title

    Analysis of Valid Ranges in Soil Inversion Models Based on the Cloude-Pottier Decomposition

  • Author

    Yin, Qiang ; Cao, Fang ; Hong, Wen

  • Author_Institution
    Nat. Key Lab. of Microwave Imaging Technol., China; The Grad. Univ. of Chinese Acad. of Sci., Beijing
  • Volume
    2
  • fYear
    2008
  • fDate
    7-11 July 2008
  • Abstract
    In this paper we improve the valid range analysis method in soil inversion models, using entropy/alpha space in the Cloude-Pottier decomposition theory. The ranges in data where inversion models can be applied are called the valid ranges of the inversion models. The improved valid ranges are considered more accurate through the Integral Equation Method (IEM) simulations. General method used to find out valid ranges of inversion models is the Normalized Difference Vegetation Index (NDVI), which shows the areas where the vegetation over soil is not too heavy for inversion models to apply. The proposed method introduces entropy/alpha parameters to the analysis of valid ranges, because these two parameters are closely related to target scattering mechanisms. Experiment results with fully polarimetric AIRSAR data show that the effectiveness of inversion models is increased by adding entropy/alpha space analysis.
  • Keywords
    entropy; integral equations; radar polarimetry; remote sensing by radar; soil; vegetation; Cloude-Pottier decomposition; alpha space analysis; entropy; integral equation method; normalized difference vegetation index; polarimetric AIRSAR data; soil inversion models; Biological system modeling; Entropy; Image analysis; Microwave theory and techniques; Parameter estimation; Random media; Scattering parameters; Soil; Space technology; Vegetation mapping; alpha; cloude-pottier decomposition; entropy; soil inversion model; valid range;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4244-2807-6
  • Electronic_ISBN
    978-1-4244-2808-3
  • Type

    conf

  • DOI
    10.1109/IGARSS.2008.4779120
  • Filename
    4779120