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Spatial and temporal modeling of parcel-level land dynamics

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dc.contributor.author Tepe, Emre
dc.contributor.author Guldmann, Jean-Michel
dc.date.accessioned 2020-03-06T12:01:12Z
dc.date.available 2020-03-06T12:01:12Z
dc.date.issued 2017-07
dc.identifier.citation Tepe, Emre; Guldmann, Jean-Michel, "Spatial and temporal modeling of parcel-level land dynamics", Computers Environment And Urban Systems, Vol.64, pp.204-2014, (2017). tr_TR
dc.identifier.issn 0198-9715
dc.identifier.uri http://hdl.handle.net/20.500.12416/2608
dc.description.abstract Neighborhood and historical conditions are important factors in land dynamics. However, models that explicitly incorporate spatial and temporal dependencies face challenges in data availability, methodology and computation. In this research, parcel-level dynamics are investigated using the geocoded Auditor's tax database for Delaware County, Ohio, including 73,560 parcels over the period 1990-2012. A binary spatio-temporal autologistic model (STARM), incorporating space and time and their interactions, is used to investigate parcel-level dynamics. The results show that the model is able capture the impacts of contemporaneous and historical neighborhood conditions around parcels, as well as the effects of other variables such as distances to various facilities and infrastructures, agricultural and residential land-use shares within a half mile radius circle, and population density and growth expectation at the census tract level. tr_TR
dc.language.iso eng tr_TR
dc.publisher Elsevier Science LTD tr_TR
dc.relation.isversionof 10.1016/j.compenvurbsys.2017.02.005 tr_TR
dc.rights info:eu-repo/semantics/closedAccess tr_TR
dc.subject Urban Dynamics tr_TR
dc.subject Spatio-Temporal Modeling tr_TR
dc.subject Land Use Change tr_TR
dc.subject Urban Growth tr_TR
dc.subject Autologistic Regression tr_TR
dc.title Spatial and temporal modeling of parcel-level land dynamics tr_TR
dc.type article tr_TR
dc.relation.journal Computers Environment And Urban Systems tr_TR
dc.identifier.volume 64 tr_TR
dc.identifier.startpage 204 tr_TR
dc.identifier.endpage 214 tr_TR
dc.contributor.department Çankaya Üniversitesi,Mimarlık Fakültesi, Şehir ve Bölge Planlama tr_TR


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