California's Route 281581. Route 281 is from Route 29 south of Lakeport to Route 29 southerly of Konocti Bay and via the vicinity of Soda Bay.
Clear Lake State Park is located right on Route 281. I understand that it has camping sites as well. Maybe it even has a beach! California State Highways The Main Page