ML4WX

Extremes & hazards

Factors Affecting the Weakening Rate of Tropical Cyclones over the Western North Pacific

Rong Fei, Jing Xin Xu, Yuqing Wang, Chi Yang

Monthly Weather Review · · China Meteorological Administration (CMA)

PaperPDF

In one sentence. XGBoost and statistical analysis of ERA-Interim identify relative intensity, sea-surface temperature drop and wind shear as dominant drivers of western North Pacific typhoon weakening.

Labels

Topic
Extremes & hazards, Climate analysis & attribution
Type
Application study
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
ERA5 / reanalysis
Status
Research
Identifiers
DOI:10.1175/mwr-d-19-0356.1 OpenAlex:W3076386101
Added
2026-10-22

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