In a pygame project I'm working on, sprites of characters and objects cast a shadow onto the terrain. Both the shadow and the terrain are normal pygame surfaces so, to show them, the shadow is blitted onto the terrain. When there's no other shadow (only one shadow and the terrain) everything works fine, but when the character walks into the area of a shadow, while casting its own shadow, both shadows combine their alpha values, obscuring the terrain even more. What I want is to avoid this behaviour, keeping the alpha value stable. Is there any way to do it?
EDIT: This is an image, that I made in Photoshop, to show the issue
EDIT2: @sloth's answer is ok, but I neglected to comment that my project is more complicated than that. The shadows are not whole squares, but more akin to “stencils”. Like real shadows, they are silhouettes of the objects they are cast from, and therefore they need per pixel alphas which are not compatible with colorkey and whole alpha values.
Here is a YouTube video that shows the issue a bit more clearly.