ML4WX

Extremes & hazards

Deep Learning Approach for Detecting Precursors of Tropical Cyclone Simulated by a Global Nonhydrostatic Atmospheric Model

Daisuke Matsuoka, Masuo Nakano, Daisuke Sugiyama, Seiichi Uchida

Japan Geoscience Union ·

Paper

In one sentence. Conference abstract applying deep learning to detect tropical cyclone precursors in a global nonhydrostatic atmospheric model simulation.

Labels

Topic
Extremes & hazards
Type
New model or method
Method
CNN / U-Net
Time scale
6 h–3 days
Domain
Global
Data
km-scale or high-res simulation
Status
Research
Identifiers
OpenAlex:W3027231904
Added
2026-10-22

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