Contourf with transparent background overlapped on other image

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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.

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