ML4WX

Extremes & hazards

ATDNNS: An adaptive time–frequency decomposition neural network-based system for tropical cyclone wave height real-time forecasting

Fan Meng, Danya Xu, Tao Song

Future Generation Computer Systems · · Alibaba (DAMO Academy)

Paper

In one sentence. Neural network system with time-frequency decomposition forecasts tropical cyclone wave height in real time; the abstract is missing, so the classification relies on the title.

Labels

Topic
Extremes & hazards, Local & station forecasting
Type
New model or method
Method
RNN / LSTM / ConvLSTM
Time scale
6 h–3 days
Domain
Local / station
Data
Other
Status
Research
Identifiers
DOI:10.1016/j.future.2022.03.029 OpenAlex:W4220871809
Added
2026-10-22

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