This work elaborates on the concept and importance of big data analysis of environmental quality of surface water， discusses its technological approach based on the procedure consisting of aspect identification， data selection， data collection， data arrangement， relation analysis， model verification and result application. In addition， this paper constructs four typical application examples. It is suggested to establish data sharing systems and big data analysis working procedures， to develop big data analysis application software and train professionals in big data analysis.