• DocumentCode
    576099
  • Title

    A monitoring system for glaciers on Svalbard based on Envisat ASAR wide swath data

  • Author

    Hindberg, Heidi ; Malnes, Eirik ; Høgda, Kjell Arild

  • Author_Institution
    Norut, Tromso, Norway
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    1856
  • Lastpage
    1859
  • Abstract
    In this paper, we propose a method to monitor the extent of different facies on glaciers on Svalbard. The extent of the firn facies can be used as an indicator for trends in mass balance. We produce an averaged image from Envisat ASAR wide swath mode scenes for an entire winter season. The averaged image is segmented into three classes using a Gaussian Mixture Model. The method is able to detect the area covered by firn for years when the glacier has negative or zero mass balance, while quantitative results are difficult to achieve for years with positive mass balance.
  • Keywords
    Gaussian distribution; geophysical image processing; geophysical techniques; glaciology; image classification; image segmentation; radar imaging; remote sensing by radar; synthetic aperture radar; Envisat ASAR wide swath data; Envisat ASAR wide swath mode; Gaussian mixture model; Svalbard; firn facies; glacier monitoring system; image segmentation; negative mass balance; positive mass balance; zero mass balance; Backscatter; Ice; Monitoring; Satellites; Silicon; Snow; Synthetic aperture radar; Glaciers; SAR; classification; firn;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
  • Conference_Location
    Munich
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4673-1160-1
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2012.6351145
  • Filename
    6351145