When it comes to public parks you have to be real nicce to the other people and ask them politely to park somewhere else
When the North went up to 7 lakes Drive, we encountered this problem too much, and some people were very upset to have 5 cars hogging up one tiny corner of a large parking lot! Best bet is to get up bright & early too and secure the area.