Azimuthally averaged radial magnetic field at the outer shell boundary varying with time (butterfly diagram) resulting from a self-consistent calculation (top), kinematic calculation according to (8) (middle) and mean-field calculation (bottom). The contour plots were normalised by their maximum absolute value at each time step considered. The colour–coding ranges from  − 1, white, to  + 1, black.