• DocumentCode
    1388648
  • Title

    Sensitivity to Foliar Anthocyanin Content of Vegetation Indices Using Green Reflectance

  • Author

    Vina, Andrés ; Gitelson, Anatoly A.

  • Author_Institution
    Dept. of Fisheries & Wildlife, Michigan State Univ., East Lansing, MI, USA
  • Volume
    8
  • Issue
    3
  • fYear
    2011
  • fDate
    5/1/2011 12:00:00 AM
  • Firstpage
    464
  • Lastpage
    468
  • Abstract
    Anthocyanins are nonphotosynthetic water-soluble pigments associated with the resistance of plants to environmental stresses such as drought, low soil nutrients, high radiation, herbivores, and pathogens. Information on the absolute and relative amounts of anthocyanins allows evaluating the physiological conditions of plants and their responses to stress and has the potential for evaluating plant species diversity across broad geographic regions. As anthocyanins absorb radiation in the green region of the electromagnetic spectrum (with a peak of absorption at around 540-560 nm), broadband vegetation indices that use this spectral region in their formulation will exhibit sensitivity to their presence. In this letter, we evaluate the sensitivity of four broadband vegetation indices using reflectance in the green spectral region to foliar anthocyanin content. Among the indices tested, the visible atmospherically resistant vegetation index was found to be closely and linearly related to the relative amount of foliar anthocyanin across five different species (the root-mean-square error of the prediction is ca. 0.1, and the relative error is below 20%). While this result was obtained at leaf level, it opens new possibilities for analyzing anthocyanin content and composition across multiple scales by means of spacecraft-mounted broadband sensor systems such as Landsat Thematic Mapper, Landsat Enhanced Thematic Mapper Plus, and Moderate Resolution Imaging Spectroradiometer.
  • Keywords
    mean square error methods; vegetation; vegetation mapping; Landsat Enhanced Thematic Mapper Plus; Landsat Thematic Mapper; Moderate Resolution Imaging Spectroradiometer; broadband vegetation index; drought; environmental stress; foliar anthocyanin content sensitivity; green reflectance; green spectral region; herbivore; high radiation; low soil nutrient; nonphotosynthetic water-soluble pigments; pathogens; plant species diversity; radiation absorption; root mean square error; spacecraft-mounted broadband sensor system; visible atmospherically resistant vegetation index; Broadband communication; Estimation; Indexes; Pigments; Remote sensing; Sensitivity; Vegetation mapping; Anthocyanin; chlorophyll; chlorophyll index; foliar pigments; green normalized difference vegetation index (gNDVI); red:green ratio; visible atmospherically resistant vegetation index (VARI);
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1545-598X
  • Type

    jour

  • DOI
    10.1109/LGRS.2010.2086430
  • Filename
    5645668