• DocumentCode
    2672197
  • Title

    Deforestation due to population and relief energy through spatially-correlated logit models

  • Author

    Tanaka, Shojiro ; Nishii, Ryuei

  • Author_Institution
    Shimane Univ., Matsue
  • fYear
    2007
  • fDate
    23-28 July 2007
  • Firstpage
    2310
  • Lastpage
    2313
  • Abstract
    Deforestation is a result of complex causality chains in most cases. But identification of limited number of factors shall provide comprehensive general understanding of the vital phenomenon at broad scale, as well as projection for the future. Only two factors - human population and relief energy (difference of minimum altitude from the maximum in a sampled area) - were found to give sufficient elucidation of deforestation by a regression model, whose functional forms were verified by linear combinations of dummy variables firstly explored with use of Japanese data. Likelihood with spatial dependency was derived and applied then to East-Asian data, with which our models showed the eminently good relative appropriateness to the real data.
  • Keywords
    demography; terrain mapping; topography (Earth); vegetation mapping; East Asia; complex causality chains; deforestation; human population; regression model; relief energy; spatially-correlated logit models; Asia; Biological system modeling; Humans; Mathematical model; Mathematics; Parameter estimation; Power engineering and energy; Surface contamination; Temperature sensors; Testing;
  • 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.2007.4423303
  • Filename
    4423303