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Automatic Detection and Feature Extraction of Equatorial Plasma Bubbles From All-Sky Airglow Image Based on Machine Learning

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成果类型:
期刊论文
作者:
Zhong, Jia;Zou, Ziming;Wu, Kun;Xu, Jiyao;Lu, Yang;...
通讯作者:
Zou, ZM
作者机构:
[Li, Qinzeng; Xu, Jiyao; Zou, Ziming; Zhong, Jia; Zou, ZM; Lu, Yang; Sun, Longchang; Yuan, Wei] Chinese Acad Sci, Natl Space Sci Ctr, Beijing, Peoples R China.
[Zhong, Jia] Univ Chinese Acad Sci, Beijing, Peoples R China.
[Zou, Ziming; Zhong, Jia; Zou, ZM; Lu, Yang] Natl Space Sci Data Ctr, Beijing, Peoples R China.
[Wu, Kun] Changsha Univ Sci & Technol, Sch Phys & Elect Sci, Changsha, Peoples R China.
通讯机构:
[Zou, ZM ] C
Chinese Acad Sci, Natl Space Sci Ctr, Beijing, Peoples R China.
Natl Space Sci Data Ctr, Beijing, Peoples R China.
语种:
英文
期刊:
SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS
ISSN:
1542-7390
年:
2025
卷:
23
期:
5
页码:
e2025SW004336
基金类别:
National Key Research and Development Program of China [2022YFF0711400]; Chinese Academy of Sciences [CAS-WX2022SDC-XK15, CAS-WX2022SF-0103]; Project of Stable Support for Youth Team in Basic Research Field of the Chinese Academy of Sciences [YSBR-018]; Specialized Research Fund for State Key Laboratories; Young Elite Scientists Sponsorship Program of CAST [2021QNRC001]
机构署名:
本校为其他机构
院系归属:
物理与电子科学学院
摘要:
We developed a deep convolutional neural network-based program code that automatically detects equatorial plasma bubbles (EPBs), segments EPB morphologies, and then extracts their features (including EPBs' northernmost foot latitudes and zonal drift velocities) from OI 630 nm airglow images. From 2012 to 2022, all-sky airglow images from Qujing Station, China (geographic: 25°N, 104°E; geomagnetic: 15.1°N, 176.7°E), were manually labeled as EPBs or non-EPBs. Some images showing typical EPB morphologies also had their contours annotated. This...

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