Within the DFG research program MetStroem the use of Cartesian grids for computing atmospheric flows is investigated. Such grids promise an improved representation of the stable atmosphere as well as improved precipitation forecasts in structured terrains. Block adaptive grids are used to obtain constant vertical resolutions. For this grid structure, adapted space- and time discretisations are developed and tested within the flow model ASAM.