The dominant mode of sea level pressure (SLP) variability during the winter
months in the Northern Hemisphere (NH) is characterized by a dipole with o
ne anomaly center covering the Arctic with the opposite sign anomaly stretc
hed across the mid-latitudes. Associated with the SLP anomaly, is a surface
temperature anomaly induced by the anomalous circulation. We will show tha
t this anomaly pattern originates in the early fall, on a much more regiona
l scale, in Siberia. As the season progresses this anomaly pattern propagat
es and amplifies to dominate much of the extratropical NH, making the Siber
ian high a dominant force in NH climate variability in winter. Also since t
he SLP and surface temperature anomalies originate in a region of maximum f
all snow cover variability, we argue that snow cover partially forces the p
hase of winter variability and can potentially be used for the skillful pre
diction of winter climate.