The calculated distance (air line) between The Palm Jumeirah and Sharjah is approximately 23 miles respectively 37 kilometers.
By car or train, the actual journey to Sharjah is certainly longer, as only the direct route (as the crow flies) between The Palm Jumeirah and Sharjah has been calculated here.
Air line (approximately)
37 kilometers
20 nautical miles