A Review on the Application of Machine Learning Methods in Tropical Cyclone Forecasting

At present, there is still a bottleneck in tropical cyclone (TC) forecasting due to its complex dynamical mechanisms and various impact factors. Machine learning (ML) methods have substantial advantages in data processing and image recognition, and the potential of satellite, radar and surface obser...

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Bibliographic Details
Main Authors: Zhen Wang, Jun Zhao, Hong Huang, Xuezhong Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2022.902596/full