The prediction stage in reservoir simulation is quite important to evaluate production life and thus select future alternatives to improve hydrocarbon recovery. In order to generate appropriate results at this stage, a study of the impact on the dynamic behavior when the static model is updated was developed. The main focus was on a high angle producer well located in one of the compartments of the full field reservoir model, with the purpose of analyzing water breakthrough coming from the injection well and how subsurface data acquired while-drilling can help reduce model uncertainty. This thesis is focused on the modificationof static petrophysical properties, namely porosity, and permeability, using tools provided by the Petrel E&P software.