I remember that set of posts in here and on NW about the October Pattern Index. Some Italian researchers were attempting to correlate the degree of "non circularity" (or some arcane math function !) of the 500mb pressure pattern in the NH in October with the weakness of the Arctic Oscillation in the following winter on the premise that a weak AO generally leads to a colder winter in the NH as polar air tends to leak out more
They boasted a r value of about 0.9 IIRC between their OPI and the following AOI using a few years of historical data but they managed to prove that correlation is not causation when the following winter failed the test and the whole project seemed to disappear without a trace
As Retron says, even with the huge increases in computing power and data availability, no-one has ever come up with a seasonal predictor that actually works 100%. Given the number of feedback loops and feedback of the feedback ad infinitum, perhaps it is an impossible objective as it is in effect down to chance. OTOH, the weather often does follow long periods of "sameness" such as winters like 1963, 1979, or summers like 1976 or 2018 so it is not just switching wildly from type to type every day. Some higher level controlling events must be at play somewhere so I am still interested in initiatives like the OPI even when they always seem to end up doomed to failure
Originally Posted by: lanky