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Pacific subsurface ocean temperature as a long-range predictor of South China tropical cyclone landfall

Earth Sciences

Pacific subsurface ocean temperature as a long-range predictor of South China tropical cyclone landfall

N. Sparks and R. Toumi

This groundbreaking study by Nathan Sparks and Ralf Toumi explores how Pacific subsurface ocean temperatures can forecast tropical cyclone landfall in South China up to a year ahead. By defining the subNiño4 index, the research reveals substantial predictive power, providing insights that could revolutionize atmospheric predictions worldwide.

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~3 min • Beginner • English
Abstract
Seasonal forecasts of the tropical cyclones which frequently make landfall along the densely populated South China coast are highly desirable. Here, we analyse observations of land-falling tropical cyclones in South China and of subsurface ocean temperatures in the Pacific warm pool region, and identify the possibility of forecasts of South China tropical cyclone landfall a year ahead. Specifically, we define a subsurface temperature index, subNiño4, and build a predictive model based on subNiño4 anomalies with a robust double cross-validated forecast skill against climatology of 23%, similar in skill to existing forecasts issued much later in the spring. We suggest that subNiño4 ocean temperatures precede the surface El Niño/Southern Oscillation state by about 12 months, and that the zonal shifts in atmospheric heating then change mid-level winds to steer tropical cyclones towards landfall in South China. We note that regional subsurface ocean temperature anomalies may permit atmospheric predictions in other locations at a longer range than is currently thought possible.
Publisher
Communications Earth & Environment
Published On
Oct 15, 2020
Authors
Nathan Sparks, Ralf Toumi
Tags
tropical cyclones
landfall prediction
subsurface ocean temperatures
subNiño4 index
ENSO
climate forecasting
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