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models with obstacle resolving grids are an important part of air quality and emergency response models in urban areas providing the flow field for the dispersion model. The buildings as bluff bodies are challenging from the discretization point of view and have an effect on the quality of the results. In engineering communities the same topic has emerged, called Computational Wind Engineering (CWE), using the methods of Computational Fluid Dynamics (CFD) calculating wind load on buildings, wind comfort in the urban canopy and pollutant dispersion. The goal of this paper is to investigate the sensitivity of this method to the discretization procedure used to resolve the urban canopy with meshes which are of operational size, i.e. can be run on a single powerful computer of a design office as well. To assess the quality of the results the computed mean and rms (root mean square) velocity components are compared to detailed wind tunnel results of an idealized Central European city center, Michel-Stadt. 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