• DocumentCode
    1893727
  • Title

    Influence of endmember spectra on scaling effect of vegetation cover estimationwith NDVI

  • Author

    Obata, Kenta ; Yoshioka, Hiroki

  • Author_Institution
    Dept. of Inf. Sci. & Technol., Aichi Prefectural Univ., Nagakute, Japan
  • fYear
    2011
  • fDate
    24-29 July 2011
  • Firstpage
    2919
  • Lastpage
    2922
  • Abstract
    Fraction of vegetation cover (FVC) retrieved by NDVI-isoline based linear mixture model (LMM) suffers from systematic biases due to difference in spatial resolution among sensors, known as ´scaling effect´. Scaling effect of the FVC has been investigated analytically in a previous work under the two-endmember assumption. It implies that the scaling effect (systematic bias) will be minimized by using a certain combinations of endmember spectra. The objective of this study is to examine influence of endmember spectra on the scaling effect of FVC with LANDSAT7/ETM+ data. The results demonstrated that there exists endmember spectrum of vegetation and non-vegetation which mitigate the scaling effect. Findings in this study should contribute to cross-sensor calibra tion of FVC estimation necessary to improve consistency and accuracy in monitoring of vegetation cover.
  • Keywords
    geophysical signal processing; vegetation mapping; FVC retrieval; LANDSAT7 ETM+ data; NDVI; endmember spectra; linear mixture model; scaling effect; spatial resolution; systematic bias; vegetation cover estimation; vegetation cover fraction; Earth; Estimation; Remote sensing; Satellites; Spatial resolution; Vegetation mapping; Fraction of vegetation cover; NDVI isoline; endmember; linear mixture model; scaling effect;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
  • Conference_Location
    Vancouver, BC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4577-1003-2
  • Type

    conf

  • DOI
    10.1109/IGARSS.2011.6049826
  • Filename
    6049826