Caddo Lake State Park and nearby Abandoned Exploring

Has anyone ever thought about visiting the old ammunition plant in Karnack Texas which is like 5 min from Caddo Lake State Park? Looks like it is inside the Caddo Lake National Wildlife refuge so it is not trespassing and something about a hike/bike trail.