Tropical Cyclone Research and Review2026，Vol.15Issue(2)：P.274-295,22.DOI:10.1016/j.tcrr.2026.04.007
AI-Enhanced Detection and Comparative Analysis of Tropical Cyclones Across Global Ocean Basins
G.M.W.L.Gunawardena 1Hironori Fudeyasu 2Daisuke Matsuoka 3Ryuji Yoshida 4Nobuhiro Yugami 5Yuiko Ohta 5Takashi Yanase6
作者信息
- 1. Department of Town and Country Planning,Faculty of Architecture,University of Moratuwa,Sri Lanka Typhoon Science and Technology Research Center,Institute for Multidisciplinary Sciences,Yokohama National University,Japan
- 2. Typhoon Science and Technology Research Center,Institute for Multidisciplinary Sciences,Yokohama National University,Japan
- 3. Typhoon Science and Technology Research Center,Institute for Multidisciplinary Sciences,Yokohama National University,Japan Data Science Research Program,Research Institute for Earth and Information Sciences,Japan Agency for Marine-Earth Science and Technology(JAMSTEC),Japan
- 4. Typhoon Science and Technology Research Center,Institute for Multidisciplinary Sciences,Yokohama National University,Japan Graduate School of Environment and Information Sciences,Yokohama National University,Japan College of Urban Sciences,Yokohama National University,Japan
- 5. Typhoon Science and Technology Research Center,Institute for Multidisciplinary Sciences,Yokohama National University,Japan Artificial Intelligence Laboratory,Fujitsu Research,Fujitsu Limited,Japan
- 6. Space Data Frontiers Research Center,Fujitsu Research,Fujitsu Limited,Japan
- 折叠
摘要
关键词
Deep learning/Infrared satellite imagery/Life-cycle detection/Structural analysis/Tropical cyclones/YOLO v8分类
海洋科学引用本文复制引用
G.M.W.L.Gunawardena,Hironori Fudeyasu,Daisuke Matsuoka,Ryuji Yoshida,Nobuhiro Yugami,Yuiko Ohta,Takashi Yanase..AI-Enhanced Detection and Comparative Analysis of Tropical Cyclones Across Global Ocean Basins[J].Tropical Cyclone Research and Review,2026,15(2):P.274-295,22.基金项目
supported by the collaborative efforts of the Fujitsu-Yokohama National University Typhoon Science and Technology Research Center Collaborative Research Laboratory,Japan （）
partially supported by JSPS KAKENHI Grant Number JP22H01316. （）
