I wouldn't be worried about humidity. If anything, though, especially in the summer, a leather strap will get funky. If you have something with a metal bracelet, I'd recommend going with metal.
That being said, I used to wear my leather strap watches (an AP QP, a Lange PC and a JLC QP reverso) all the time down here.