• DocumentCode
    2670407
  • Title

    A new method to reduce the sun angle effects and noise contamination in extracting the vegetation indices from satellite images

  • Author

    Anvar, Mohammad Hassan ; AlModarresi, S.M.T.

  • Author_Institution
    Sepidan Azad Univ., Shiraz
  • fYear
    2007
  • fDate
    23-28 July 2007
  • Firstpage
    1909
  • Lastpage
    1914
  • Abstract
    Different vegetation indices have been introduced to estimate the vegetation density using satellite images but almost all of them have some deficiencies such as sensation to change in sun angle and budget, atmospheric effects and noise contamination. In vegetated area as the degree of vegetation increases, some of them begin to saturate. In this article, a new vegetation index (ADPVI) is introduced using composite data and the result of this index is compared with the result of one of the most popular vegetation indices (NDVI) [1]. Experimental results on NOAA images demonstrate that this new index reduce the deficiencies of NDVI and also is more reliable to be representative for vegetation density. It is less sensitive in compare with NDVI.
  • Keywords
    atmospheric optics; image processing; vegetation; vegetation mapping; ADPVI; atmospheric effects; multispectral imaging; noise contamination; satellite images; sun angle effects reduction; vegetation density; vegetation index; whitening filter; Atmospheric measurements; Contamination; Multispectral imaging; Noise reduction; Pollution measurement; Principal component analysis; Satellites; Sun; Vegetation mapping; Working environment noise; NDVI; atmospheric effects; decorrelate; multispectral images; sun angle data; vegetation indices; whitening filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4244-1211-2
  • Electronic_ISBN
    978-1-4244-1212-9
  • Type

    conf

  • DOI
    10.1109/IGARSS.2007.4423199
  • Filename
    4423199