I have done a couple of investigations where aerial fireworks have been the major cause of the fire.
Fireworks themselves are inherently dangerous because they're made out of explosive material.
When fireworks come back down, they can land on a blue tarp.
Sparklers can spark a fire. They may not stand up properly, the wind may blow them into the grass.