This paper aims at parallelizing flowfield computation applications automatically. Flowfield data and serial flowfield computation programs are partitioned evenly in SPMD model. Arrays shared variables are introduced and the recursive function that automatically searches for arrays shared variables is discussed in detail. An automatic parallelizer has been implemented preliminarily to support the approach in this paper.