A direct transform of the NMR chemical shift anisotropy, operating on data acquired under magic angle spinning conditions, yielding rotationally invariant quantities, is potentially a source of increased resolution in solid state NMR. The mathematical basis for such a transform is discussed by exploiting an analogy with projection reconstruction. A specific example of the kind of pulse sequence required is given, and optimal sampling of the data is discussed.