• DocumentCode
    483988
  • Title

    Volume Coherence Estimation for Random Forest Height Retrieval Based on Polinsar Data

  • Author

    Xiong, Tao ; Zhou, Guangyi ; Yang, Jian ; Zhang, Weijie

  • Author_Institution
    Dept. of Electron. Eng., Tsinghua Univ., Beijing
  • Volume
    2
  • fYear
    2008
  • fDate
    7-11 July 2008
  • Abstract
    The volume coherence is an important parameter in the two-layer model for random forest height retrieval. Though it is "invisible" from the observation, it can be estimated from the data. Considering the argument range of the coherences for all the possible polarizations, six polarizations can be obtained for each scattering cell. The volume coherence can be estimated more reasonably and the ground phase center can be determined more accurately. It benefits to improve the height retrieval accuracy by this model. The proposed method is validated by using L-band single-baseline polarimetric interferometric SAR data collected with the DLR Experimental SAR system.
  • Keywords
    Monte Carlo methods; geophysical techniques; height measurement; radar interferometry; radar polarimetry; remote sensing by radar; synthetic aperture radar; vegetation; Cloude-Treuhaft model; DLR ESAR system; L-band single-baseline POLINSAR data; Monte Carlo method; ground phase estimation; polarimerric interferometric SAR signal processing; polarimetric interferometric synthetic aperture radar; polarization; random forest height retrieval; two-layer model; volume coherence estimation; Coherence; Data engineering; Information retrieval; Interferometry; L-band; Phase estimation; Polarimetry; Polarization; Scattering; Vegetation; SAR; interferometry; polarimetry; vegetation;
  • 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.2008.4778966
  • Filename
    4778966