¥It is important to use correlations, not covariances, if variables are measured in different units (pressure, temperature) to avoid effects of arbitrary scaling
¥Most geoscience applications only use one type of variable – choice between covariance and
correlation depends whether it is desirable for
all variables (spatial locations) to
have the same weight or allow those with
greater variances to have an increased chance
of dominating the first few PCs