Spatio-temporal multinomial autologistic modeling of land-use change: A parcel-level approach

作者: Emre Tepe , Jean-Michel Guldmann

DOI: 10.1177/2399808318786511

关键词: Big dataLand developmentReplicateEnvironmental resource managementComplex dynamicsUrban planningGeographyMultinomial distributionLand use, land-use change and forestryLand use

摘要: Land-use change models that accurately replicate the complex dynamics of land development provide vital information for urban planning and policy. These require both detailed data advanc...

参考文章(23)
Mark M. Fleming, Techniques for Estimating Spatially Dependent Discrete Choice Models Advances in Spatial Econometrics. pp. 145- 168 ,(2004) , 10.1007/978-3-662-05617-2_7
Yu Deng, Sumeeta Srinivasan, Urban land use change and regional access: A case study in Beijing, China Habitat International. ,vol. 51, pp. 103- 113 ,(2016) , 10.1016/J.HABITATINT.2015.09.007
Xiaokun (Cara) Wang, Kara M. Kockelman, Jason D. Lemp, The dynamic spatial multinomial probit model: analysis of land use change using parcel-level data Journal of Transport Geography. ,vol. 24, pp. 77- 88 ,(2012) , 10.1016/J.JTRANGEO.2012.06.011
Jun Zhu, Yanbing Zheng, Allan L. Carroll, Brian H. Aukema, Autologistic regression analysis of spatial-temporal binary data via Monte Carlo maximum likelihood Journal of Agricultural, Biological, and Environmental Statistics. ,vol. 13, pp. 84- 98 ,(2008) , 10.1198/108571108X273566
Stuart Geman, Donald Geman, Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. PAMI-6, pp. 721- 741 ,(1984) , 10.1109/TPAMI.1984.4767596
Laura Nahuelhual, Alejandra Carmona, Antonio Lara, Cristian Echeverría, Mauro E. González, Land-cover change to forest plantations: Proximate causes and implications for the landscape in south-central Chile Landscape and Urban Planning. ,vol. 107, pp. 12- 20 ,(2012) , 10.1016/J.LANDURBPLAN.2012.04.006
Carmen Carrión‐Flores, Elena G. Irwin, Determinants of Residential Land-Use Conversion and Sprawl at the Rural-Urban Fringe American Journal of Agricultural Economics. ,vol. 86, pp. 889- 904 ,(2004) , 10.1111/J.0002-9092.2004.00641.X
Peter H Verburg, Jan R Ritsema van Eck, Ton C M de Nijs, Martin J Dijst, Paul Schot, Determinants of Land-Use Change Patterns in the Netherlands: Environment and Planning B-planning & Design. ,vol. 31, pp. 125- 150 ,(2004) , 10.1068/B307