Explore hiking trails around Swan Lake, New York. The best hike near Swan Lake is View of Pollepel Island, Bannerman's Castle via Breakneck Bypass Trail and Breakneck Ridge Trail, a 2.8 mile oneway in Hudson Highlands State Park. Swan Lake has population 372.0.