• DocumentCode
    2227823
  • Title

    UK-DMC 2 satellite data for deriving biophysical parameters of oil palm trees in Malaysia

  • Author

    Kanniah, Kasturi Devi ; Tan, Kian Pang ; Cracknel, Arthur Philip

  • Author_Institution
    Dept. of Remote Sensing, Univ. Teknol. Malaysia, Skudai, Malaysia
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    6569
  • Lastpage
    6572
  • Abstract
    The leaf area index (LAI) and fraction of Photosynthetically Active Radiation (fPAR) are key biophysical variables to estimate gross/net primary productivity of ecosystems which in turn can be used to identify their role in the global carbon cycle and climate change. This is the first study to estimate LAI and fPAR of oil palm ecosystem in Malaysia using remote sensing techniques. An empirical model relating radiance from band 1 (near infra red) of UK-DMC 2 remotely sensed data and LAI computed from hemispherical photos (oil palm LAI= -0.156 × radiance of band 1+16.95, R2=0.78) was developed m tins study. The model was then used to scale up LAI from plot to region (southern part of Peninsular Malaysia). Validation of the estimated LAI against LAI computed from hemispherical photos (independent samples) shows a good relationship (R2= 0.85 and RMSE= 0.52 m2 m-2). From the estimated LAI, fPAR was computed. LAI and fPAR derived in this study were compared against MOD15A (Moderate Resolution Imaging Spectroradiometer sensor onboard Terra satellite) LAI/fPAR product. It was found that LAI and fPAR from UK-DMC 2 and MODIS match well with R2= 0.70 and 0.66 for fPAR and LAI respectively.
  • Keywords
    radiometry; remote sensing; vegetation; MOD15A LAI-fPAR product; Malaysia; Moderate Resolution Imaging Spectroradiometer sensor; Terra satellite; UK-DMC 2 remotely sensed data; UK-DMC 2 satellite data; biophysical parameters; climate change; ecosystem gross primary productivity; ecosystem net primary productivity; global carbon cycle; hemispherical photos; leaf area index; oil palm ecosystem; oil palm trees; photosynthetically active radiation fraction; remote sensing techniques; MODIS; UK-DMC 2; fraction of Photosynthetically Active Radiation (fPAR); leaf area index (LAI); oil palm;
  • 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.2012.6352094
  • Filename
    6352094