LiveCyc Enhances Local-Scale Wind Forecasting for Cyclones
LiveCyc Enhances Local-Scale Wind Forecasting for Cyclones
IN · Published Sep 9, 2026
A new machine learning tool, LiveCyc, has been introduced to improve local-scale wind forecasting for tropical cyclones.
The system transforms traditional cyclone track and intensity forecasts into probabilistic wind predictions at a 1-km resolution.

Impact & Risks

The enhanced forecasting capabilities of LiveCyc can significantly improve preparedness for tropical cyclones, particularly in areas prone to high winds and storm surges. By providing more accurate localised predictions, it can help reduce damage to high-value assets, minimise infrastructure disruptions, and improve the deployment of first responders. However, the system's effectiveness depends on incorporating additional storm structure parameters and addressing forecast uncertainties.

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