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Author (up) Pijanowski, B.C.; Alexandridis, K.T.; Mueller, D. url  doi
  Title Modelling urbanization patterns in two diverse regions of the world Type Journal Article
  Year 2006 Publication Journal of Land Use Science Abbreviated Journal  
  Volume 1 Issue 2 Pages 83-108  
  Keywords Urbanization; Neural networks; Calibration metrics; Landscape patterns metrics  
  Abstract We present work applying a similarly parameterized urbanization model to two diverse regions of the world, one in the USA and another in Albania. Eight calibration metrics are used to estimate model goodness of fit: four location-based measures (e.g. kappa), and four patch metrics based on patch size, shape and configuration. We conclude that if we use location goodness of fit estimates, the model fits observed data very well for most simulations. The model fit to data better in Albania than in the USA probably owing to top-down land ownership policies occurring in Albania and owing to the fact that commonly used land use change model drivers, such as distance to road, are not likely to capture individual behaviours that are important in the USA. Patch metrics provided additional information on model fit to observed data, and we suggest that, in some circumstances, patch metrics may be more useful than location metrics to calibrate a land use change model.  
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  Call Number geomatics @ Pijanowski2006 Serial 213  
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