We measured the solar radiation since 1982 and wind data as renewable energy resources and carried out the uncertainty evaluation depending on authentic standards as ISO, GUM, and IEC. These data are collected at the several locations in Korea. Whereby measured data become standards data through the evaluation and the credibility are gained. We judge the credibility of data by expression of reliability quantitatively. In additional, the standards data are able to approach anywhere and it will be used to support of related research and industry.