A time series image prediction method combining a CNN and LSTM and its application in typhoon track prediction

A time series image prediction method combining a CNN and LSTM and its application in typhoon track prediction

Typhoon forecasting has always been a vital function of the meteorological department. Accurate typhoon forecasts can provide a priori information for the relevant meteorological departments and help make more scientific decisions to reduce the losses caused by typhoons. However, current mainstream...

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Bibliographic Details
Main Authors: Peng Lu, Ao Sun, Mingyu Xu, Zhenhua Wang, Zongsheng Zheng, Yating Xie, Wenjuan Wang
Format: Article
Language:English
Published: AIMS Press 2022-08-01
Series:Mathematical Biosciences and Engineering
Subjects:
typhoon track prediction
cnn
lstm
satellite image
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2022571

Internet

https://www.aimspress.com/article/doi/10.3934/mbe.2022571

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