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The "Machine Learning-Based Ensemble Forecast Model for Rapid Intensification of Typhoons," which was independently developed by Li Qinglan's team at the Shenzhen Institute of Advanced Technology of the Chinese Academy of Sciences, has been successfully deployed and is now operational in real-time scenarios at both the National Meteorological Center and the Hong Kong Observatory. Notably, this model stands as the first 24-hour rapid intensification forecast model for typhoons on the Chinese mainland. Additionally, a 12-hour rapid intensification forecast product has been concurrently introduced. This achievement signifies a substantial leap forward in China's capability to predict abrupt changes in typhoon intensity, with the autonomous AI-driven typhoon forecasting technology now officially incorporated into the national meteorological operational framework.
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