Tracking the path and forecasting the intensity of hurricanes are challenging:
✓ Dynamical models, like HWRF, produce a significant model-measurement error.
✓ Accurate forecasting is very difficult to achieve after landfall.
✓ Machine learning can be a supplementary approach to tune hurricane forecasting.