Yes the weather does get better..
It can be a bit of a pain when you have a storm or bad weather that lasts for days or even longer.
Though you will be grateful for bad weather later on...
Early war you pray for good weather to make attacks easier.
Late war you pray for bad weather so those bloody aircraft stay grounded
.