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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Hlavní autoři:	Qingwen Jin, Xiangtao Fan, Jian Liu, Zhuxin Xue, Hongdeng Jian
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2019-06-01
Edice:	Atmosphere
Témata:	eXtreme Gradient BOOSTing (XGBOOST) Western North Pacific tropical cyclone intensity
On-line přístup:	https://www.mdpi.com/2073-4433/10/6/341
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