Franklin Mountain State Park is the largest State Park bisected by a large US City- El Paso, TX (I think that's the "largest" stat).
This campsite--located inside the sanctioned camping area on the south side of the park--required 4L to access. Cool views. Remote desert. Pretty cool mtb trails. Rocky as hell.
