The Central Pacific El Niño (CP El Niño) has been frequently observed in recent decades. The phenomenon is characterized by an anomalous warm sea surface temperature (SST) confined to the central Pacific and has different teleconnections from the traditional El Niño. Here, simple models are developed and shown to capture the key mechanisms of the CP El Niño. The starting model involves coupled atmosphere-ocean processes that are deterministic, linear, and stable. Then, systematic strategies are developed for incorporating several major mechanisms of the CP El Niño into the coupled system. First, simple nonlinear zonal advection with no ad hoc parameterization of the background SST gradient is introduced that creates coupled nonlinear advective modes of the SST. Secondly, due to the recent multidecadal strengthening of the easterly trade wind, a stochastic parameterization of the wind bursts including a mean easterly trade wind anomaly is coupled to the simple atmosphere-ocean processes. Effective stochastic noise in the wind burst model facilitates the intermittent occurrence of the CP El Niño with realistic amplitude and duration. In addition to the anomalous warm SST in the central Pacific, other major features of the CP El Niño such as the rising branch of the anomalous Walker circulation being shifted to the central Pacific and the eastern Pacific cooling with a shallow thermocline are all captured by this simple coupled model. Importantly, the coupled model succeeds in simulating a series of CP El Niño that lasts for 5 y, which resembles the two CP El Niño episodes during 1990-1995 and 2002-2006. nonlinear zonal advection | strengthening of the easterly trade wind | effective stochastic noise | Walker circulation T he El Niño-Southern Oscillation (ENSO) is the most prominent interannual climate variability on earth, affecting much of the tropics and subtropics. This variability consists of a cycle of anomalously warm El Niño conditions and cold La Niña conditions with considerable irregularity in amplitude, duration, temporal evolution, and spatial structure. The well-known traditional El Niño involves unusual warming of sea surface temperature (SST) anomalies in the equatorial eastern Pacific Ocean. The atmospheric response to such anomalous ocean warming is that the Walker circulation shifts eastward and results in increased precipitation near the west coast of America (1).In recent decades, a different type of El Niño has been frequently observed (2, 3), which is called the central Pacific El Niño (CP El Niño) [also known as El Niño Modoki (4), warm pool El Niño (5), date line El Niño (6), or S-Mode (7)]. The CP El Niño is characterized by positive SST anomalies confined to the central Pacific, flanked by colder waters to both east and west, where the corresponding thermocline becomes shallow. Such zonal SST gradients result in anomalous two-cell Walker circulation over the tropical Pacific, with a strong convection region in the central Pacific (see the illustrations in Fig. 1). Associated with these...