Estimating the Key Parameter of a Tropical Cyclone Wind Field Model over the Northwest Pacific Ocean: A Comparison between Neural Networks and Statistical Models

Estimating the Key Parameter of a Tropical Cyclone Wind Field Model over the Northwest Pacific Ocean: A Comparison between Neural Networks and Statistical Models

Estimation of maximum wind speed associated with tropical cyclones (TCs) is crucial to evaluate potential wind destruction. The Holland B parameter is the key parameter of TC parametric wind field models. It plays an essential role in describing the radial distribution characteristics of a TC wind f...

Full description

Bibliographic Details
Main Authors: Ziyao Sun, Biao Zhang, Jie Tang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Remote Sensing
Subjects:
tropical cyclone
surface wind field
Holland B parameter
neural network
statistical model
Online Access:https://www.mdpi.com/2072-4292/13/14/2653

Internet

https://www.mdpi.com/2072-4292/13/14/2653

Similar Items