Here' s what I do in that situation....

I carry a diaphragm turkey call with me. If I ever get pinned at dark by deer, I give a few yelps then slap my leg with my hand a few times (loudly) and spook the deer. After they run off, I give a few more yelps with the turkey call, as if the turkeys were in the tree.