The EOF analysis is a useful technique In meteorology and oceanography for descriptive multivariate statistics. It is based on a representation of the large data sets in terms of a limited number of orthogonal basis functions while retaining as much as possible of the variation in the data. In the EOF technique the data are first arranged into a matrix Z