Technically, no. State parks in Virginia prohibit drones. Realistically, you probably can as long as you are unintrusive.
It is against state law to launch or land a drone from state park property - please disregard any comments from others. So you would have to be off property or launch and control it which probably won't work given the geography.
Recommend you contact the Park Officials with your question.
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