Estimation of Tropical Cyclone Intensity via Deep Learning Techniques from Satellite Cloud Images

Estimating the intensity of tropical cyclones (TCs) is usually involved as a critical step in studies on TC disaster warnings and prediction. Satellite cloud images (SCIs) are one of the most effective and preferable data sources for TC research. Despite the great achievements in various SCI-based s...

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Bibliographic Details
Published in:Remote Sensing
Main Authors: Biao Tong, Jiyang Fu, Yaxue Deng, Yongjun Huang, Pakwai Chan, Yuncheng He
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Subjects:
tropical cyclone
satellite cloud image
intensity estimation
ViT
DCNN
Online Access:https://www.mdpi.com/2072-4292/15/17/4188

Internet

https://www.mdpi.com/2072-4292/15/17/4188

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