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An anomaly is the difference between an actual value and some long-term average value.
For example, if
X = actual value of average temperature for
January, 1982 and
Xbar = long-term average temperature for
January (an average over many years)
anom = anomaly value for January, 1982
then
anom = X - Xbar
-- Michael Bell.