The calculated distance (air line) between Riverhead and Philadelphia is approximately 147 miles respectively 237 kilometers.
By car or train, the actual journey to Philadelphia is certainly longer, as only the direct route (as the crow flies) between Riverhead and Philadelphia has been calculated here.
Air line (approximately)
237 kilometers
128 nautical miles