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Assessment of Tropical Cyclone Disaster Damage Based on Learnable Inter-City Interaction GNN

Shijin YUAN Laiyu YANG Bin MU Bo QIN Yanjun HUANG

气象学报（英文版）2025，Vol.39Issue(5)：1146-1166,21.

气象学报（英文版）2025，Vol.39Issue(5)：1146-1166,21.DOI:10.1007/s13351-025-4239-6

Assessment of Tropical Cyclone Disaster Damage Based on Learnable Inter-City Interaction GNN

Shijin YUAN ¹Laiyu YANG ²Bin MU ¹Bo QIN ³Yanjun HUANG⁴

作者信息

1. School of Computer Science and Technology,Tongji University,Shanghai 201804||National Key Laboratory of Autonomous Intelligent Unmanned Systems,Tongji University,Shanghai 201210||Frontiers Science Center for Intelligent Autonomous Systems,Ministry of Education of China,Shanghai 201210
2. School of Computer Science and Technology,Tongji University,Shanghai 201804
3. Department of Atmospheric and Oceanic Sciences/Institute of Atmospheric Sciences,Fudan University,Shanghai 200438
4. Frontiers Science Center for Intelligent Autonomous Systems,Ministry of Education of China,Shanghai 201210||School of Automotive Studies,Tongji University,Shanghai 201804
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摘要

关键词

tropical cyclone/disaster damage assessment/graph neural network(GNN)/inter-city interaction/ex-plainability

Key words

tropical cyclone/disaster damage assessment/graph neural network(GNN)/inter-city interaction/ex-plainability

引用本文复制引用

Shijin YUAN,Laiyu YANG,Bin MU,Bo QIN,Yanjun HUANG..Assessment of Tropical Cyclone Disaster Damage Based on Learnable Inter-City Interaction GNN[J].气象学报（英文版）,2025,39(5):1146-1166,21.

基金项目

Supported by the National Key Research and Development Program of China(2020YFA0608000),Meteorological Joint Funds of Na-tional Natural Science Foundation of China(U2142211),National Natural Science Foundation of China(42075141,42341202,and 62088101),and Shanghai Municipal Science and Technology Major Project(2021SHZDZX0100). （2020YFA0608000）

气象学报（英文版）

ISSN：0894-0525

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