Tarpon inhabiting the western Atlantic are principally found to populate warmer coastal waters primarily in the Gulf of Mexico , Florida , and the West Indies . Tarpon inhabiting the western Atlantic are primarily found to populate warmer coastal waters principally in the Gulf of Mexico , Florida , and the West Indies .