Using Convolutional Neural Network to Emulate Seasonal Tropical Cyclone Activity

Using Convolutional Neural Network to Emulate Seasonal Tropical Cyclone Activity

Abstract It has been widely recognized that tropical cyclone (TC) genesis requires favorable large‐scale environmental conditions. Based on these linkages, numerous efforts have been made to establish an empirical relationship between seasonal TC activities and large‐scale environmental favorability...

Full description

Bibliographic Details
Main Authors: Dan Fu, Ping Chang, Xue Liu
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2023-10-01
Series:Journal of Advances in Modeling Earth Systems
Subjects:
tropical cyclone
machine learning
convolutional neural work
seasonal predictions
climate projections
Online Access:https://doi.org/10.1029/2022MS003596

Similar Items

Similar Items