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 :
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