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TC-Next: Zero-Shot Multimodal Cyclone Forecasting

Wang, Zhe et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
We present TropicalCycloneNext (TC-Next), a multimodal deep learning model that forecasts tropical cyclone track and intensity at $6$-$24$ h leads by leveraging a foundation model's forecast fields of atmospheric kinematic and thermodynamic fields and GridSat infrared satellite imagery. Trained only
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