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- W3023802603 abstract "This paper formulates an empirical discrete land-use model within a spatially explicit economic structural framework for land-use change decisions. The underlying framework goes beyond mechanistic fitting models for the spatial process of land use change to more closely link landowner decision behavior to land use patterns. At the same time, the paper explicitly considers spatial “spillover” effects in the decisions of land-owners of proximately located parcels as well as heterogeneity in the decision-making process of different land owners. Time-varying random effects are also considered to capture the effects of time-varying unobserved factors. The model is estimated using Bhat’s (2011) maximum approximate composite marginal likelihood (MACML) inference approach. The empirical analysis is undertaken using the City of Austin parcel-level land use database for multiple years (1995, 2000, 2003, 2006). The estimation results indicate that proximity to highways and other roadways, distance from flood plains, parcel location in the context of existing development, and distance from schools are all important determinants of land-use. As importantly, the results provide very strong evidence of temporal dependency and spatial dynamics in land-use decisions. There is also a suggestion that major highways may not only physically partition regions, but may also act as social barriers for didactic interactions among individuals." @default.
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- W3023802603 date "2012-01-01" @default.
- W3023802603 modified "2023-09-23" @default.
- W3023802603 title "Incorporating Spatial Dynamics and Temporal Dependency in Land Use Change Models" @default.
- W3023802603 hasPublicationYear "2012" @default.
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