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group_modelling:goodnessoffit [2009/03/27 11:51]
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- Tools for Assessment of Multiple Scale Land Change Models+======Tools for Assessment of Multiple Scale Land Change Models======
  
 Kristina Helle, Pedro Andrade, and Edzer Pebesma Kristina Helle, Pedro Andrade, and Edzer Pebesma
  
-Introduction+=====Introduction=====
  
 The complex relations between biophysical and anthropological factors generate the land change patterns of our environment. In order to study this complex phenomena, we have to rely on simulation models, for example cellular automata or agent-based models. LUCC simulation models usually generate a new map given a real world map of land cover classes. In the figure below, the left map shows the real data and the right one the simulated results. The complex relations between biophysical and anthropological factors generate the land change patterns of our environment. In order to study this complex phenomena, we have to rely on simulation models, for example cellular automata or agent-based models. LUCC simulation models usually generate a new map given a real world map of land cover classes. In the figure below, the left map shows the real data and the right one the simulated results.
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 BOX, G. E. P. {{http://​ecow.engr.wisc.edu/​cgi-bin/​get/​ie/​691/​barrios/​papers/​box-1999.pdf|Statistics as a Catalyst to Learning by Scientific Methods Part II - A Discussion}}. XLII Annual Fall Technical Conference of the Chemical and Process Industries Division and Statistics Division of the American Society for Quality and the Section on Physical & Engineering Sciences of the American Statistical Association. 1998. BOX, G. E. P. {{http://​ecow.engr.wisc.edu/​cgi-bin/​get/​ie/​691/​barrios/​papers/​box-1999.pdf|Statistics as a Catalyst to Learning by Scientific Methods Part II - A Discussion}}. XLII Annual Fall Technical Conference of the Chemical and Process Industries Division and Statistics Division of the American Society for Quality and the Section on Physical & Engineering Sciences of the American Statistical Association. 1998.
  
-CANDAU, J., 2002, Temporal calibration sensitivity of the SLEUTH urban growth model.+CANDAU, J., 2002, {{group_modelling:​temporal_calibration_sensitivity_of_the_sleuth_urban_growth_model.pdf|Temporal calibration sensitivity of the SLEUTH urban growth model}}.
 Masters thesis, Department of Geography, University of California. Masters thesis, Department of Geography, University of California.
  
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 JANTZ, C. A.; GOETZ, S. J. {{group_modelling:​analysis_of_scale_dependencies_in_an_urban_land-use-change_model.pdf|Analysis of scale dependencies in an urban land-use-change model}}. International Journal of Geographical Information Science. Vol. 19, No. 2, February 2005, 217–241. JANTZ, C. A.; GOETZ, S. J. {{group_modelling:​analysis_of_scale_dependencies_in_an_urban_land-use-change_model.pdf|Analysis of scale dependencies in an urban land-use-change model}}. International Journal of Geographical Information Science. Vol. 19, No. 2, February 2005, 217–241.
  
-KOK, K. & VELDKAMP, A. Evaluating impact of spatial scales on land use pattern +KOK, K. & VELDKAMP, A. {{group_modelling:​evaluating_impact_of_spatial_scales_on_land_use_pattern_analysis_in_central_america.pdf|Evaluating impact of spatial scales on land use pattern 
-analysis in Central America. Agriculture,​ Ecosystems and Environment 85 (2001) 205–221.+analysis in Central America}}. Agriculture,​ Ecosystems and Environment 85 (2001) 205–221.
  
 LI, B.-L. 2000. {{group_modelling:​fractal_geometry_applications_in_description_and_analysis_of_patch_patterns_and_patch_dynamics.pdf|Fractal geometry applications in description and analysis of patch patterns and patch dynamics. }}. Ecological Modelling 132 (1/2): 33–50. LI, B.-L. 2000. {{group_modelling:​fractal_geometry_applications_in_description_and_analysis_of_patch_patterns_and_patch_dynamics.pdf|Fractal geometry applications in description and analysis of patch patterns and patch dynamics. }}. Ecological Modelling 132 (1/2): 33–50.
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 Vol. 68, No. 10, October 2002, pp. 1041–1049 Vol. 68, No. 10, October 2002, pp. 1041–1049
  
-WU, F., 2002, Calibration of stochastic cellular automata: the application to rural-urban land +WU, F., 2002, {{group_modelling:​calibration_of_stochastic_cellular_automata_the_application_to.pdf|Calibration of stochastic cellular automata: the application to rural-urban land conversions}}. International Journal of Geographical Information Science, 16,
-conversions. International Journal of Geographical Information Science, 16,+
 pp. 795–818. pp. 795–818.
  

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