The ocean fishery and the corresponding environment are highly interrelated according to the production experiences of ocean fishing population. The spatial cluster patterns are constructed usingthe remote sensed data and long-time series fishery production data under the uniform coordinate basedon GIS techniques. Thus, the hidden information of distribution regularities between ocean-hydrologicfactors and central fishing ground can be extracted from these patterns. It is important to forecast theocean fishery production.