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Hemispheric prediction of solar cycles 25 and 26 from multivariate sunspot time-series data via Informer models

Jie Cao Tingting Xu Linhua Deng Xueliang Zhou Xinhua Zhao Nanbin Xiang Fuyu Li Miao Wan Weihong Zhou

Astronomical Techniques and Instruments2025，Vol.2Issue(1)：P.16-26,11.

Astronomical Techniques and Instruments2025，Vol.2Issue(1)：P.16-26,11.DOI:10.61977/ati2024047

Hemispheric prediction of solar cycles 25 and 26 from multivariate sunspot time-series data via Informer models

Jie Cao ¹Tingting Xu ¹Linhua Deng ¹Xueliang Zhou ¹Xinhua Zhao ²Nanbin Xiang ³Fuyu Li ⁴Miao Wan ¹Weihong Zhou⁵

作者信息

1. School of Mathematics and Computer Science,Yunnan Minzu University,Kunming 650504,China
2. State Key Laboratory of Space Weather,National Space Science Center,Chinese Academy of Sciences,Beijing 100190,China Radio Science and Technology Center(πCenter),Chengdu 610041,China
3. Yunnan Observatories,Chinese Academy of Sciences,Kunming 650216,China
4. National Laboratory on Adaptive Optics,Chinese Academy of Sciences,Chengdu 610209,China
5. School of Mathematics and Computer Science,Yunnan Minzu University,Kunming 650504,China Key Laboratory for the Structure and Evolution of Celestial Objects,Chinese Academy of Sciences,Kunming 650216,China
折叠

摘要

关键词

Solar magnetic fields/Solar cycle/Deep learning

分类

天文与地球科学

引用本文复制引用

Jie Cao,Tingting Xu,Linhua Deng,Xueliang Zhou,Xinhua Zhao,Nanbin Xiang,Fuyu Li,Miao Wan,Weihong Zhou..Hemispheric prediction of solar cycles 25 and 26 from multivariate sunspot time-series data via Informer models[J].Astronomical Techniques and Instruments,2025,2(1):P.16-26,11.

基金项目

supported by the National Nature Science Foundation of China(12463009) （12463009）

the Yunnan Fundamental Research Projects(202301AV070007,202401AU070026) （202301AV070007,202401AU070026）

the"Yunnan Revitalization Talent Support Program"Innovation Team Project(202405AS350012) （202405AS350012）

the Scientific Research Foundation Project of Yunnan Education Department(2023J0624,2024Y469) （2023J0624,2024Y469）

the GHfund A(202407016295)。（202407016295）

Astronomical Techniques and Instruments

ISSN：2097-3675

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