Using eXtreme Gradient BOOSTing to Predict Changes in Tropical Cyclone Intensity over the Western North Pacific

Using eXtreme Gradient BOOSTing to Predict Changes in Tropical Cyclone Intensity over the Western North Pacific

Coastal cities in China are frequently hit by tropical cyclones (TCs), which result in tremendous loss of life and property. Even though the capability of numerical weather prediction models to forecast and track TCs has considerably improved in recent years, forecasting the intensity of a TC is sti...

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Bibliographic Details
Main Authors:	Qingwen Jin, Xiangtao Fan, Jian Liu, Zhuxin Xue, Hongdeng Jian
Format:	Article
Language:	English
Published:	MDPI AG 2019-06-01
Series:	Atmosphere
Subjects:	eXtreme Gradient BOOSTing (XGBOOST) Western North Pacific tropical cyclone intensity
Online Access:	https://www.mdpi.com/2073-4433/10/6/341

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