Typical Autocorrelation Function
q If the lag is small, the autocorrelation is still positive for many
geophysical variables.
q This means there is some “persistence” in the variables.
q Therefore, if there are N observations in sequence, they can not be
considered independent from each other.
q This means the degree of freedom is less than N.