The satellite images service system had been installed to provide more than 200 fishing boats from the 65 memberships of Taiwan Tuna and Squid Associations in 2007. The satellite images database also had collected the various 10,134 satellite images around the far sea fishing grounds. Additionally, the dominant spatial and temporal patterns of 9-year (1998-2006) satellite-derived monthly SST and Chl-a data were examined by empirical orthogonal function (EOF) and wavelet analysis in this study. Preliminary results found an apparent longitudinal movement of specific SST isotherm (29.5 degree Celsius) and Chl-a contour (0.15 mg m-3) of the warm pool which was related to ENSO event. The dominant modes of EOF analysis also showed that the lower SST and higher Chl-a concentration (i.e. higher primary production) subsurface water (known as the cold tongue) extended westward to the eastern side of warm pool near 160E. However, this cold tongue had an obvious withdrawal to the eastern equatorial Pacific during the ENSO events in 2002 and 2006 as indicated by the Chl-a contour (0.15 mg m-3) moving back to near 170W in 2004.