The HadISST data from 1880 to 2009 were used with the removal of the signal of global warming of one hundred year. The results showed that there were the significant interannual and interdecadal oscillation signal at the eastern Pacific and north Pacific and north Atlantic. Especially the decadal oscillation in the south of eastern equatorial Pacific could not be ignored. We found that there are three major global-scale signals by using the Empirical Orthogonal Function (EOF) analysis on global sea surface temperature. The first mode is (ENSO-like / PDO-like) Pacific pattern,the second mode is (AMO-like) the north Atlantic pattern and the third mode is (ENSO Modoki-like /CP ENSO-like) Center Pacific Ocean pattern. In particular,the third mode is the performance of Center Pacific El Nino-Southern Oscillation in the global mode. There are significant signals in interannual and interdecadal scales,and in the unfiltered conditions,the three modes can explain 34% of total variance contribution. Above the interdecadal scale,the sum of three modes variance contribution is 61%. In various time scales,the three signals and the average global temperature have a connection,especially the influence of the first and second mode is the most important. In the decadal scale,the sum of the first and second modal variance contribution is 50%. Since 2005,there has been no significant signal of global warming associated with the simultaneous decline of the first two modes.