• DocumentCode
    59777
  • Title

    Validity Regions of Soil Moisture Retrieval on the mbox{LAI} – \\theta Plane for Agricultural Fields

  • Author

    Sinmyong Park ; Soon-Koo Kweon ; Yisok Oh

  • Author_Institution
    Dept. of Electron. Inf. & Commun. Eng., Hongik Univ., Seoul, South Korea
  • Volume
    12
  • Issue
    6
  • fYear
    2015
  • fDate
    Jun-15
  • Firstpage
    1195
  • Lastpage
    1198
  • Abstract
    To quantitatively examine the sensitivity of the soil moisture retrieval over agricultural fields, first, we generated a database of radar backscattering coefficients using the first-order vector radiative transfer model for various leaf area indices (LAIs), incidence angles, frequencies, and polarizations. Then, soil moisture contents were retrieved from the backscattering coefficients of the database using the water-cloud model (WCM) and Oh et al.´s scattering model. Based on the sensitivity examination for LAI and θ (incidence angle) on soil moisture retrieval, we propose validity regions of soil moisture retrieval over agricultural fields on the LAI-θ plane at L-, C-, and X-bands for vvand hh-polarizations in the form of OFpp <; -AFppLAI + θ0,Fpp, where the constants AFpp and θ0,Fpp are determined in this letter for F-frequency band and pp-polarization. The validity regions were verified with inversion results from synthetic aperture radar (SAR) data of bean and wheat fields.
  • Keywords
    agriculture; backscatter; crops; hydrological techniques; moisture measurement; radar polarimetry; radiative transfer; soil; synthetic aperture radar; C-band; L-band; LAI-θ plane; SAR data; WCM; X-band; agricultural field; backscattering coefficients; bean field; first-order vector radiative transfer model; incidence angle; leaf area index; polarization; radar backscattering coefficient; soil moisture content retrieval; soil moisture retrieval sensitivity; synthetic aperture radar; water-cloud model; wheat field; Accuracy; Backscatter; Radar; Scattering; Soil moisture; Vegetation mapping; $mbox{LAI}$&#x2013;$theta$ plane; $mbox{LAI}$??? $theta$ plane; Agricultural fields; first-order radiative transfer model (RTM); soil moisture retrieval; water&#x2013;cloud model (WCM); water???cloud model (WCM);
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2014.2387948
  • Filename
    7036110