An oceanfront home perched on a sand dune on Florida’s Amelia Island hit the market this month for $12.5 million, one of only two properties on the island asking more than $10 million.

A more than 40-mile long conveyor belt filled with sand stretches from the oil fields of West Texas to New Mexico, all for the purpose of one mission: oil production ...