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Relationship between Early-Stage Features and Lifetime Maximum Intensity of Tropical Cyclones over the Western North Pacific

The relationship between early-stage features and lifetime maximum intensity (LMI) of tropical cyclones (TCs) over the Western North Pacific (WNP) was investigated by ensemble machine learning methods and composite analysis in this study. By selecting key features of TCs’ vortex attributes and envir...

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Principais autores: Ren Lu, Xiaodong Tang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-06-01
coleção:Atmosphere
Assuntos:
tropical cyclone
lifetime maximum intensity
machine learning
AdaBoost
decision tree
composite analysis
Acesso em linha:https://www.mdpi.com/2073-4433/12/7/815
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