ML4WX

Extremes & hazards

Extreme wave height detection based on the meteorological data, using hybrid NOF-ELM method

Kumars Mahmoodi, Hashem Nowruzi

Ships and Offshore Structures ·

Paper

In one sentence. Hybrid NOF-ELM classifier uses hurricane meteorological data to detect extreme wave height occurrence in the Gulf of Mexico with over 99% mean accuracy.

Labels

Topic
Extremes & hazards
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Other
Status
Research
Identifiers
DOI:10.1080/17445302.2021.2005357 OpenAlex:W4200212986
Added
2026-10-22

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