I remember how they tested fuel dumping way back in the 50's or earlier...
they lit a fire on the ground, flew a plane over it and dumped fuel...turned out 4000' was the minimum magic altitude that the fuel didn't increase the fire on the ground.
of course, as some have said, if you need to dump earlier just to climb, dump!