The Madden-Julian oscillation (MJO) is a convection-circulation coupled system in the tropics varying primarily on subseasonal timescales. It strongly modulates extratropical weather and climate and is recognized as a key source of subseasonal and seasonal predictability. Here, we present observational evidence through composite analysis which indicates that compound extreme frequency over the western US region is strongly linked to the MJO. The linkage between MJO and compound extremes is largely dependent on the El Niño-Southern Oscillation (ENSO) phase and amplitude, which can be seen through different magnitudes or changes in sign of the canonical relationship conditioned on ENSO states. Similarly, the MJO can interrupt the canonical ENSO-compound extreme relationship. Our results suggest a potential route to improve subseasonal and seasonal prediction of western US compound extremes by considering the combined effect of both MJO and ENSO.
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