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
Link To Document