You might remember this one from elementary school science class: Negative charges accumulate in the lower parts of clouds; positive charges accumulate in the ground.
When the voltage exceeds the air's capacity to insulate it--zap! This long, lone lightning bolt struck out across the Arizona sky near the Silverbell Mountains.