Every year, the world uses roughly 37 billion barrels of oil. Most is burned to power cars, trucks, planes, ships and other types of transport. For more than a century, this energy-dense hydrocarbon has shaped the modern world, from geopolitics to electricity systems.

But this dependence on oil for transport comes...