A simple scheme is presented for singular value decomposition (SVD) of the timeseries of meteorological vector fields and used for examining air sea anomaly relation on the interannual scale in the equatorial Pacific,revealing a pair of high correlation modes of 1000hPa winds and sea surface temperature anomalies associated closely with ENSO cycle.