Not sure about the more remote ones, but the generators cell towers around here use are all connected to a natural gas line. They start up automatically and will continue to run as long as they need to; provided they still get natural gas from the utility company (and the generators themselves don't break down).

It's the same with hospitals around here. Many traded in their diesel/fuel oil based generators for natural gas ones years ago.