The structure of big data in global climate change science was discussed in terms of climate system observations, numerical simulation data,economic and social data, and land use data. Processing methods of big data were analyzed from perspectives of data integration,storage, sharing, digital simulation, and data mining. The application value of big data in the Global Framework for Climate Services and Future Plans for Earth, and the outlook of big data's future development were discussed also.