Contourf with transparent background overlapped on other image

I used contourf to generate a big image of a hill sitting in the middle surrounded by gray background (level = 5). I'm wondering if there's a method I could set the gray background to be transparent so that I can superimpose the contour image onto another map? Many thanks.