The Pacific Ocean is a vast pot of water that someone occasionally stirs, now at one edge, now at another. When warm water piles up off the coast of South America, fishermen call it El Niño, "the child," because it often arrives around Christmas. But today El Niño is not a single mask but an entire theater with five roles, and new research shows why some roles have become more frequent on stage while others have faded.
For a long time, scientists divided El Niño events into two types: eastern, with anomalies off Peru, and central, with a shift toward the middle of the ocean. That division is convenient, but it is like sorting apples only by color: size, sweetness, and ripeness remain out of view. The study's authors abandoned rigid labels and allowed each event to belong to several types at once. They took sea surface temperature data spanning 122 years and applied a method that breaks down each event into probabilities: for example, the 2015–2016 event is 80% extreme, 15% strong, and 5% weak. This approach is called fuzzy clustering, and it resembles the work of a forensic scientist who does not say "it is definitely this suspect" but instead assesses the odds for each.
By decomposing variability into contributions from these five types, the authors saw a changing of the guard. Before the 1930s, strong El Niños played the leading role. From the 1930s through the 1960s, weak events dominated the stage, and the Pacific behaved calmly, like a pot simmering on low heat. After 1970, the heat was turned up: contributions from strong La Niñas and extreme El Niños surged. These types, not El Niño in general, are responsible for the increase in variability that meteorologists noticed in the late 20th century. Weak events, in contrast, have become rare guests.
Why does this matter? Because forecasting El Niño means forecasting droughts in Australia, floods in Peru, and warm winters in Siberia. If a model misses the extreme type, it may underestimate risks. The new method allows us to test models for their ability to play all five masks, not just two. And this is no longer classification for its own sake: it is about how accurately we can peer into the climate's kitchen and understand who is at the stove today.
The Pacific pot continues to boil, and now we have a recipe to separate the pepper from the bay leaf. The five faces of El Niño are not just a list but a tool that shows how the very character of variability is changing. If before we only saw that the soup had become spicier, now we know exactly which ingredient was added.
The 2015-16 El Niño, one of the strongest on record, did not trigger the expected California drought nor lead to a strong La Niña, hinting at its mixed nature. This underscores the limitations of binary classifications.