ML4WX

Extremes & hazards

On the seasonal predictability of the 2020 North Atlantic tropical cyclone season

Emma Levin, Mu-Ting Chien, Elizabeth Barnes, Haozhe He, Gabriel Vecchi, Wenchang Yang

Monthly Weather Review · · Princeton University

PaperPDF

In one sentence. A deep learning model driven by observed SSTs generates 1,000 samples, placing the record 2020 Atlantic hurricane season at roughly a 0.5% event.

Labels

Topic
Extremes & hazards, Sub-seasonal to seasonal
Type
Evaluation or intercomparison of existing models
Method
Other
Time scale
Seasonal to annual
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.31223/x5cn1r OpenAlex:W7212356552
Added
2026-10-22

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