The temperature of air at the Earth's surface has risen during the past cen
tury(1), but the fraction of the warming that can be attributed to anthropo
genic greenhouse gases remains controversial. The strongest warming bends h
ave been over Northern Hemisphere land masses during winter, and are closel
y related to changes in atmospheric circulation. These circulation changes
are manifested by a gradual reduction in high-latitude sea-level pressure,
and an increase in mid-latitude sea-level pressure associated with one phas
e of the Arctic Oscillation (a hemisphere-scale version of the North Atlant
ic Oscillation)(2). Here we use several different climate-model versions to
demonstrate that the observed sea-level-pressure trends, including their m
agnitude, can be simulated by realistic increases in greenhouse-gas concent
rations, Thus, although the warming appears through a naturally occurring m
ode of atmospheric variability, it may be anthropogenically induced and may
continue to rise. The Arctic Oscillation trend is captured only in climate
models that include a realistic representation of the stratosphere, while
changes in ozone concentrations are not necessary to simulate the observed
climate trends. The proper representation of stratospheric dynamics appears
to be important to the attribution of climate change, at least on a broad
regional scale.