Interannual Variation of Mixed-layer Heat Balance: contrasting different climate phenemena and the roles of linear versus nonlinear effects Tong Lee, Ichiro Fukumori, Benyang Tang, and Dimitris Menemenlis Variation of mixed-layer heat balance are studied using an ECCO assimilation product (http://www.ecco-group.org). The analysis focuses on the similarity and difference associated with El Nino-Southern Oscillation (ENSO), Indian-Ocean Dipole (OID), and Pacific Decadal Oscillation (PDO), and the relative importance of linear versus nonlinear advective tendencies. In the eastern and central equatorial Pacific, the warming and cooling are caused by the combined effect of oceanic advection and diffusion. Surface heat flux opposes the change. The opposite is true for the western equatorial Pacific. The relative contribution of different components of oceanic advection is spatially dependent. Zonal advection is dominant in the central equatorial Pacific where zonal temperature gradient associated with the warm-pool edge is large. Vertical advection is more important in the eastern equatorial Pacific where upwelling and vertical temperature gradient are large. Diffusion has a smaller magnitude than advection, but is comparable to the temporal change of mixed-layer temperature (MLT). Advection of anomalous temperature gradient by mean flow and advection of mean temperature gradient by anomalous flow have comparable magnitude, both being in-phase with the change of MLT. Nonlinear tendency (advection of anomalous temperature gradient by anomalous flow) is sizable and counteracts the two linear tendencies above. Different from the tropical Pacific, nonlinear effect in mid-latitude Pacific is very small; the advection of mean temperature gradient by anomalous flow has the largest contribution to the total advection of heat. The role of total oceanic advection in MLT balance is similar for ENSO, IOD, and PDO. However, that of surface heat flux is different.