We analyse spatio-temporal patterns of near-surface temperature change to p
rovide an attribution of twentieth century climate change. We apply an "opt
imal detection'' methodology to seasonal and annual data averaged over a ra
nge of spatial and temporal scales. We find that solar effects may have con
tributed significantly to the warming in the first half of the century alth
ough this result is dependent on the reconstruction of total solar irradian
ce that is used. In the latter half of the century, we find that anthropoge
nic increases in greenhouses gases are largely responsible for the observed
warming, balanced by some cooling due to anthropogenic sulphate aerosols,
with no evidence for significant solar effects.