/r/cyberstuck has a longer video. My non-professional eye can't see any smoke prior to the explosion. A Reddit Investigator in the thread provided the first frame of the explosion and it does appear to be coming from underneath the vehicle.

https://www.reddit.com/r/CyberStuck/comments/1hrafib/cybertr...