Yes, like I always find it weird when you make forecasts even for the upcoming season... here you really cant go over 10 day, max 2 weeks, but that already is 90% based on statistics, not current conditions.
2 weeks ago it was forecasted that the first half of March will be above average.... today, first day of spring, and they had to close down the airport due to heavy snow (and we had hardly any snow during the winter, I think this is maybe the most snow per day we got since last winter )
It's not any different here, they can forecast 120 hours out with some accuracy, beyond that is a crap shoot. This year is a prefect example, due to huge El Nino they have been giving 90 day outlooks for dryer than normal for the last 5 months, which for the Pacific Northwest is what's normal for El Nino.
It's now official, wettest winter in Seattle history this year, so much for the dry El Nino winter that was predicted.
http://cliffmass.blogspot.com/2016/03/the-wettest-winter-in-seattle-history.html