Sounds like drought to me. Of which meaning similiar.
Why droog and not droge?
Usually it seems to be (noun) is (adj+e). Why not here?
It only uses droge when it's in front of the noun. Also, het-words with the indefinte article (een) use droog as well.
What does this mean? Are they thirsty?
It means that they are dry, not wet.