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Sensitivity of Cross-equatorial Propagation of Cold Surge to Sea Surface Temperature in the South China Sea

This study demonstrates through numerical experiments that cooler sea surface temperatures in the South China Sea actively strengthen cross-equatorial northerly surges and associated rainfall patterns, confirming that these oceanic conditions are a driving factor rather than merely a response to East Asian cold surges.

Original authors: Narizka Nanda Purwadani, Muhammad Rais ABDILLAH, Erma YULIHASTIN, Nining Sari NINGSIH, Toshiki IWASAKI

Published 2026-09-16
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Original authors: Narizka Nanda Purwadani, Muhammad Rais ABDILLAH, Erma YULIHASTIN, Nining Sari NINGSIH, Toshiki IWASAKI

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Every winter, a massive pulse of cold air sweeps down from the frozen landscapes of Siberia, racing across China and out over the South China Sea. This phenomenon, known as a cold surge, is a powerful weather engine that carries freezing air far into the tropics, where it can unleash heavy rains and storms across Southeast Asia. Sometimes, this cold air pushes all the way across the equator, diving into the Southern Hemisphere to hit islands like Java and Sumatra. For decades, scientists have noticed that when these surges cross the equator, the water in the South China Sea often feels unusually cold. But a crucial question has lingered: is that cold water just a side effect of the wind blowing over it, or does the cold water actually help the wind push further south? Understanding this relationship matters because it determines whether a cold surge will bring a deluge to one region or leave another parched, a difference that affects millions of people living in the western Maritime Continent.

To answer this, a team of researchers turned to a powerful computer model that simulates the atmosphere using sea surface temperatures as a fixed boundary condition. They selected six specific cold surge events from past years—three where the cold air successfully crossed the equator and three where it stopped short. For each event, they ran two versions of a simulation. In the first version, the model used the actual, real-world sea surface temperatures recorded during those days. In the second version, they replaced the real, fluctuating water temperatures with a steady, average temperature for that time of year. By swapping out the real ocean conditions for a calm, unchanging average, the researchers could isolate exactly how the specific warmth or coldness of the water influenced the wind.

The results were clear and direct: the temperature of the sea surface acts as a throttle for the cross-equatorial wind. When the researchers removed the cold anomalies from the simulations, the winds that usually pushed across the equator became weaker. Conversely, when they removed the warm anomalies, the winds strengthened and pushed further south. The study found that the ocean does not just passively react to the wind; it actively shapes it. Cold water in the South China Sea creates a zone of higher atmospheric pressure, which helps squeeze the air and drive it southward across the equator. Warm water does the opposite, creating lower pressure that acts as a brake, slowing the flow and often preventing the surge from crossing into the Southern Hemisphere.

This interaction is most powerful in the southern part of the South China Sea. The researchers discovered that a change of just one degree Celsius in the water temperature in this specific region could alter the strength of the cross-equatorial winds by about 1.5 meters per second. While that number might seem small, in the world of weather, it is enough to change the entire path and intensity of a storm system. The effect is concentrated in the lower atmosphere, within the first kilometer of air above the ocean, where the wind and water are in closest contact. The study also revealed that the mechanism is not uniform; in some cases, the cold water creates a high-pressure wall that forces the wind to accelerate at higher altitudes, while in others, it strengthens the flow right at the surface.

The consequences of this ocean-atmosphere dance are felt immediately in the rainfall patterns. When the water is cold and the winds push strongly across the equator, they carry a heavy load of moisture down toward Java, bringing significant rain to its northern coast. At the same time, the area just north of Java, near the Karimata Strait, becomes drier because the moisture is pulled away. However, when the water is warm and the winds are weak, the moisture gets stuck in the strait, causing rain there while leaving Java relatively dry. The study suggests that to accurately predict these weather events, computer models must represent the ocean's temperature with great precision. If a model assumes the water is a steady average when it is actually cold or warm, it will likely get the rainfall forecast wrong. This work confirms that the ocean is not merely a backdrop for the weather but a dynamic partner that helps decide where the rain will fall.

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