This study had processed the 2006-2008 logbook data of Pacific saury fishery, which had an average catch per unit effort (CPUE) of 18.5 tons/day/boat and its fishing grounds concentrated into 38-49 oN latitude and 143-162 oE longitude. Its major fishing season is from September to December and there is an evident monthly variation of fishing gravity. We used the 2006-2008 MODIS satellite-derived sea surface temperature (SST) data to extract the frontal areas by histogram-based edge detection algorithm. The results indicated that the higher CPUEs had a shorter distance to SST fronts. Additionally, the satellite-derived sea surface height anomaly (SSHA) and the geostrophic current had been used to define that its SSHA value is less than -25cm of the enclosed area for the cold eddy and the SSHA is greater than 15cm for the warm eddy. The results showed that the Kuroshio warm eddy usually intruded into Oyashio current to affect the distribution of Pacific saury catches. It also was found that fewer warm eddies associated with lower CPUE (9.7 metric tons / day/boat) during June to August; however, increasing twice warm eddies along with higher CPUE (19.5 metric tons / day/boat) from September to December. Moreover, there was a negative linear relationship (R2=0.35) between the distributions of Pacific saury and its distances to those warm eddies in this study.