A Kernel Density Estimation Approach and Statistical Generalized Additive Model of Western North Pacific Typhoon Activities

A Kernel Density Estimation Approach and Statistical Generalized Additive Model of Western North Pacific Typhoon Activities

This paper presents a development of a statistical model of typhoon genesis, tracks based on kernel density estimation and a generalized additive model (GAM). Modeling of typhoon activity is ultimately beneficial to the people living in coastal zones, insurance/re-insurance companies, policy, planni...

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Bibliographic Details
Main Authors: Xiang Wang, Md Wahiduzzaman, Alea Yeasmin
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Atmosphere
Subjects:
kernel density estimation
generalized additive model
typhoon
Western North Pacific
Online Access:https://www.mdpi.com/2073-4433/13/7/1128

Internet

https://www.mdpi.com/2073-4433/13/7/1128

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