It could be a little snow on the dome, coupled with clouds, is enough to do it.
I don't have a dome, I have the Tailgater from Dish, and I rarely have problems. Only during heavy downpours, really. Can't recall any snow problems I've ever had, even with the snow sticking to the side of the...