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This paper applies different methods of map comparison to quantify the characteristics of three different land change models. The land change models used for simulation are termed as -Stochastic Markov (St_Markov)‖, -Cellular Automata Markov (CA_Markov)‖ and -Multi Layer Perceptron Markov (MLP_Markov)‖ models. Various model validation techniques such as per category method, kappa statistics, components of agreement and disagreement, three map comparison and fuzzy methods have then been applied.doi:10.3390/ijgi2030577 fatcat:zuc5nwqb5bbp3dsnypumjyxo6a