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Coordinate Attention Based Wide&Deep Fusion Network for Typhoon Track Prediction

Guangxin He Jiadian Wang Jie Feng Jingjia Luo Xun Li

Tropical Cyclone Research and Review2026，Vol.15Issue(2)：P.307-321,15.

Tropical Cyclone Research and Review2026，Vol.15Issue(2)：P.307-321,15.DOI:10.1016/j.tcrr.2026.04.009

Coordinate Attention Based Wide&Deep Fusion Network for Typhoon Track Prediction

Guangxin He ¹Jiadian Wang ¹Jie Feng ²Jingjia Luo ³Xun Li⁴

作者信息

1. State Key Laboratory of Climate System Prediction and Risk Management(CPRM)/CIC-FEMD/KLME/ILCEC,Nanjing University of Information Science and Technology,Nanjing,China Nanchang Meteorological Bureau,Nanchang,China
2. Department of Atmospheric and Oceanic Sciences and Institute of Atmospheric Sciences,Fudan University,Shanghai,China
3. State Key Laboratory of Climate System Prediction and Risk Management(CPRM)/CIC-FEMD/KLME/ILCEC,Nanjing University of Information Science and Technology,Nanjing,China
4. Hainan Meteorological Observatory,Haikou,China
折叠

摘要

关键词

Typhoon track prediction/Wide&Deep framework/S2-LSTM encoder/Coordinate attention/Multi-ConvGRU

分类

天文与地球科学

引用本文复制引用

Guangxin He,Jiadian Wang,Jie Feng,Jingjia Luo,Xun Li..Coordinate Attention Based Wide&Deep Fusion Network for Typhoon Track Prediction[J].Tropical Cyclone Research and Review,2026,15(2):P.307-321,15.

基金项目

Supported by the State Key Laboratory of Climate System Prediction and Risk Management(CPRM)initiative project(Grant No.CPRM-2025-NUIST-012) （CPRM）

the China Meteorological Administration Youth Innovation Team(CMA2023QN10) （CMA2023QN10）

Sichuan Science and Technology Program(No.2025YFNH0006) （No.2025YFNH0006）

Water Conservancy Science and Technology Project of Jiangsu Province(No.2025017) （No.2025017）

the funding of Fengyun Application Pioneering Project(FY-APP)(No.FY4(02P)-2024014) （FY-APP）

the Bohai Rim Regional Meteorological Science and Technology Collaborative Innovation Fund project(QYXM202409). （QYXM202409）

Tropical Cyclone Research and Review

ISSN：2225-6032

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