TY - GEN
T1 - Deforestation due to population and relief energy through spatially-correlated logit models
AU - Tanaka, Shojiro
AU - Nishii, Ryuei
PY - 2007
Y1 - 2007
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=67649683193&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=67649683193&partnerID=8YFLogxK
U2 - 10.1109/IGARSS.2007.4423303
DO - 10.1109/IGARSS.2007.4423303
M3 - Conference contribution
AN - SCOPUS:67649683193
SN - 1424412129
SN - 9781424412129
T3 - International Geoscience and Remote Sensing Symposium (IGARSS)
SP - 2310
EP - 2313
BT - 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007
T2 - 2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007
Y2 - 23 June 2007 through 28 June 2007
ER -