there are lots of differences. you can incubate a human baby, for instance, but you can't hatch one
brood, as a verb, either applies to incubation of laid eggs or something someone does when they're upset
my mistake, it also applies to frog eggs before they're laid
anyway, I'm only touching the surface. (not of the pond) you could go much deeper