Orthogonal Constrains
q There are orthogonal constrains been build in in the EOF
analysis:
(1)  The principal components (PCs) are orthogonal in time.
     There are no simultaneous temporal correlation between
any two principal components.
(2) The EOFs are orthogonal in space.
      There are no spatial correlation between any two EOFs.
q The second orthogonal constrain is removed in the rotated
EOF analysis.