Answer:
The primary advantages are that fossil fuels
* have a higher energy density - more energy per volume unit - than alternatives like hydrogen (much smaller fuel tank for the same range)
* are simpler and safer than alternatives like nuclear power
* are safer than hydrogen as well, cfr. the Hindenburg disaster