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A PRACTICAL APPROACH TO VALIDATE THE VARIOGRAM REPRODUCTION FROM GEOSTATISTICAL SIMULATION

The variogram model is one of the most relevant parameters in geostatistical estimation and simulation methods. The sample variogram is inferred from available data, which may be subject to spatial bias and proportional effect. Over this sample variogram, a licit variogram model is fit and is carried through the process of estimation and/or simulation of the random function usually without regard to its uncertainty. The simulated realizations are required to adequately reproduce this input variogram model.