• DocumentCode
    297729
  • Title

    Exploring the interannual variability of vegetation activity using multitemporal AVHRR NDVI imagery

  • Author

    Mora, Franz ; Merchant, James W.

  • Author_Institution
    Center for Adv. Land Manage. Inf. Technol., Nebraska Univ., Lincoln, NE, USA
  • Volume
    1
  • fYear
    1996
  • fDate
    27-31 May 1996
  • Firstpage
    541
  • Abstract
    Interannual qualitative changes were found to be determined by the timing of phenological events. However, kappa coefficients indicated that the timing of phenological events exhibited relatively low year-to-year consistency. Results suggest that the methods currently used to compute AVHRR/NDVI seasonal phenological metrics may need to be modified and/or regionally calibrated. Considerable variation is probably associated with noise in the original AVHRR-NDVI dataset. Stratification by similar phenological groups could result in a better characterization of seasonal and phenological events. The changes were, however, less pronounced when NDVI values were compared among years, especially when the noise in the data was removed by principal component analysis. PCA loadings for each annual vegetation component had almost the same magnitude for every year. The magnitude of interannual variability in INDVI was not greater than 10%. The maximum variation in s2NDVI was in the order of 20%
  • Keywords
    forestry; geophysical techniques; remote sensing; IR imaging; forest; geophysical measurement; interannual variability; interannual variation; multitemporal AVHRR NDVI imagery; optical imaging; phenological groups; season; technique; vegetation remote sensing; Clouds; Contamination; Image analysis; Information management; North America; Pollution measurement; Principal component analysis; Remote monitoring; Timing; Vegetation mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 1996. IGARSS '96. 'Remote Sensing for a Sustainable Future.', International
  • Conference_Location
    Lincoln, NE
  • Print_ISBN
    0-7803-3068-4
  • Type

    conf

  • DOI
    10.1109/IGARSS.1996.516397
  • Filename
    516397