• DocumentCode
    1443936
  • Title

    Multiyear Arctic Sea Ice Classification Using QuikSCAT

  • Author

    Swan, Aaron M. ; Long, David G.

  • Author_Institution
    ImSAR, Springville, UT, USA
  • Volume
    50
  • Issue
    9
  • fYear
    2012
  • Firstpage
    3317
  • Lastpage
    3326
  • Abstract
    Long-term trends in Arctic sea ice are of particular interest in studies of global temperature, climate change, and industrial application. This paper analyzes intra-annual and interannual trends in Ku-band backscatter over first-year (FY) and multiyear (MY) sea ice to develop a new sea-ice-type classification method. Histograms of backscatter are derived from high-resolution backscatter images created using the scatterometer image reconstruction (SIR) algorithm applied to measurements obtained by the SeaWinds instrument aboard QuikSCAT. The backscatter of FY and MY sea ice are clearly identifiable and are observed to vary seasonally. Using an average of the annual backscatter trends obtained from QuikSCAT, a classification of MY ice is obtained, which uses a time-dependent threshold value. Validation of the classification method is done using regional ice charts from the Canadian Ice Service. Differences in ice classification are found to be less than 6% for the winters of 2006-2007 and 2007-2008, and the end of 2008. Anomalies in the distribution of sea ice backscatter from year to year suggest a reduction in MY ice cover between 2003 and 2009 and an approximately equivalent increase in FY ice cover.
  • Keywords
    backscatter; geophysical image processing; image classification; oceanographic regions; oceanographic techniques; remote sensing; sea ice; AD 2006 to 2007; AD 2007 to 2008; Arctic sea ice long term trends; Canadian Ice Service; Ku band backscatter data; QuikSCAT; SeaWinds instrument; backscatter histograms; high resolution backscatter images; interannual trends; intraannual trends; multiyear Arctic sea ice classification; scatterometer image reconstruction algorithm; sea ice type classification method; time dependent threshold value; Arctic; Backscatter; Histograms; Sea ice; Sea measurements; Snow; Ice classification; QuikSCAT; microwave remote sensing; sea ice;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2012.2184123
  • Filename
    6148275