It appears that you have a normal DECT phone. I very much doubt that weather has anything to do with it at all. Might be something duff or intermittent in the phone otherwise one of those things!.
I haven't been following this thread that close. I presume you have tried another phone and or moved it elsewhere to see if the problem persists?...