• DocumentCode
    3066834
  • Title

    The phenology of an agricultural region as expressed by polarimetric decomposition and vegetation indices

  • Author

    Engelbrecht, Julia ; Kemp, John ; Inggs, Michael

  • Author_Institution
    Council for Geosci., Bellville, South Africa
  • fYear
    2013
  • fDate
    21-26 July 2013
  • Firstpage
    3339
  • Lastpage
    3342
  • Abstract
    The monitoring of vegetation biophysical characteristics in agricultural regions has traditionally been achieved using visible and infrared data. However, limitations to long-term monitoring are associated with cloud-cover. In this paper we consider the use of fully polarimetric SAR data and H-A-α decomposition to characterize the link between the different phenological stages of crops and the change in their scattering behaviour over time. The results demonstrated that the analysis of scattering mechanisms observed on fully polarimetric data can provide information regarding the peak of the growing season, the time-frame associated with harvesting and the monitoring of regrowth of crops. Additionally, changes in the roughness conditions of soils associated with harvesting, tilling and planting was observed. This suggests that polarimetric data is complementary to traditional vegetation indices derived from visible and near infrared sensors.
  • Keywords
    phenology; radar polarimetry; remote sensing by radar; sensors; soil; synthetic aperture radar; vegetation; vegetation mapping; H-A-alpha decomposition; agricultural regions; cloud-cover; crop regrowth; fully polarimetric SAR data; growing season; harvesting; infrared data; near infrared sensors; phenological stages; planting; polarimetric data; polarimetric decomposition; scattering behaviour; scattering mechanisms; soil roughness conditions; tilling; vegetation biophysical characteristics monitoring; vegetation indices; visible data; visible sensors; Agriculture; Entropy; Monitoring; Rough surfaces; Scattering; Surface roughness; Vegetation mapping; Agricultural monitoring; Polarimetric decomposition; Polarimetry; vegetation phenology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
  • Conference_Location
    Melbourne, VIC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4799-1114-1
  • Type

    conf

  • DOI
    10.1109/IGARSS.2013.6723543
  • Filename
    6723543