Plenty of sand roads to follow. The current version of the USGS Topographic digital maps is a good resource to stitch together a route.
There is also the NJ State Long Trail. Though I'm hesitant to recommend it for biking.
Topographic maps became a signature product of the USGS because the public found them - then and now - to be a critical and versatile tool for viewing the nation's vast landscape.