I've never heard the term National Forest before.
A national park is a place for humans, and to some extent, wildlife, to enjoy,
A forest in this context is a natural resource to be exploited. For the most part it’s a place where lumber is harvested.
I’m not saying it’s what I’m advocating for it’s just an explanation of the difference.
The US forest service is quite literally a division of the department of agriculture.