Neighborhood impacts on land use change: a multinomial logit model of spatial relationships
نویسندگان
چکیده
منابع مشابه
Application of eigenvector-based spatial filtering approach to a multinomial logit model for land use data
The present study builds a spatial statistical model for estimating land use maps. Many approaches for modeling land use maps exist in the literatures. A representative method includes a multinomial logit model (Miller and Plantinga, 1999), in which the likelihood of placing each land use category, such as land for building and forest, into each zone is explained by selected attributes such as ...
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Using econometric models to estimate land-use change has a long tradition in literature. Recent contributions show the importance of including spatial information and of using a multinomial framework to take into account the inter-dependencies between the land-use classes. Few studies, however, agree on the relevant determinants of land-use change and there are no contributions so far comparing...
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Land use change is driven by interaction in space and time between humans and the environment that can be captured by computer simulation models (Veldkamp and Verburg, 2004). In the last few decades, land use change models have played an important role in understanding the causes, mechanisms and consequences of land use dynamics. SLEUTH is an open source cellular automata based land use change ...
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ژورنال
عنوان ژورنال: The Annals of Regional Science
سال: 2007
ISSN: 0570-1864,1432-0592
DOI: 10.1007/s00168-007-0149-z