基本信息
刘四清 女 博导 中国科学院国家空间科学中心
电子邮件: liusq@nssc.ac.cn
通信地址: 北京市海淀区中关村南二条一号
邮政编码: 100190
电子邮件: liusq@nssc.ac.cn
通信地址: 北京市海淀区中关村南二条一号
邮政编码: 100190
研究领域
空间环境预报研究,包括空间环境模式研究、空间天气指数和空间天气事件预报方法、预报模式研究等。
招生信息
招生专业
070802-空间物理学
招生方向
空间环境研究与应用
教育背景
2004-09--2010-12 中国科学技术大学 博士1984-09--1988-07 北京大学 学士
学历
中国科技大学 -- 研究生
学位
中国科技大学 -- 博士
工作经历
工作简历
1988-08~现在, 中国科学院国家空间科学中心, 研究员
教授课程
空间环境预报空间天气前沿
专利与奖励
奖励信息
(1) 空间环境监测预警系统建设与验证, 一等奖, 部委级, 2015(2) JK863-2007731004, 一等奖, 部委级, 2007
专利成果
[1] 刘卫, 石晟玮, 罗冰显, 刘四清, 马岩, 钟秋珍, 师立勤. 低轨道持续机动目标大气阻力与机动力解耦方法及其装置. CN: CN114861385A, 2022-08-05.[2] 刘卫, 罗冰显, 刘四清, 钟秋珍, 师立勤, 龚建村. 一种轨道大气密度的双球探测装置和方法. CN: CN114813462A, 2022-07-29.[3] 刘卫, 龚建村, 罗冰显, 刘四清, 钟秋珍, 师立勤. 航天器轨道相关事务的空间环境激励图评估方法及系统. CN: CN114662299A, 2022-06-24.[4] 刘卫, 罗冰显, 刘四清, 钟秋珍, 师立勤, 龚建村. 一种轨道大气密度的双球探测装置和方法. 202210383496.X, 2022-04-13.[5] 刘卫, 龚建村, 罗冰显, 刘四清, 钟秋珍, 师立勤. 航天器轨道相关事务的空间环境激励图评估方法及系统. CN202210236795.0, 2022-03-10.[6] 石育榕, 陈艳红, 刘四清, 师立勤, 王晶晶, 崔延美, 罗冰显, 袁天娇. 日冕物质抛射空间环境事件相似推荐方法及系统. CN: CN113392582B, 2022-03-08.[7] 石育榕, 陈艳红, 刘四清, 师立勤, 王晶晶, 崔延美, 罗冰显, 袁天娇. 日冕物质抛射空间环境事件相似推荐方法及系统. 113392582B, 2022-03-08.[8] 闫瑞东, 龚建村, 罗冰显, 刘四清, 王荣兰, 师立勤. 一种高斯混合协方差演化的碰撞概率计算方法及系统. CN: CN113343436B, 2022-02-18.[9] 刘卫, 石晟玮, 罗冰显, 刘四清, 马岩, 钟秋珍, 师立勤. 低轨道持续机动目标大气阻力与机动力解耦方法及其装置. 202210106184.4, 2022-01-28.[10] 闫瑞东, 龚建村, 罗冰显, 刘四清, 王荣兰, 师立勤. 一种高斯混合协方差演化的碰撞概率计算方法及系统. CN: CN113343436A, 2021-09-03.[11] 王子思禹, 师立勤, 刘四清. 一种基于相似度算法的地磁Kp指数预报方法及系统. CN: CN113344032A, 2021-09-03.[12] 闫瑞东, 龚建村, 罗冰显, 刘四清, 王荣兰, 师立勤. 针对GEO目标的天基光学测角弧段初定轨及关联方法. CN: CN113204917A, 2021-08-03.[13] 刘卫, 龚建村, 刘四清, 罗冰显, 王荣兰. 一种基于蜂窝单元结构的航天器增阻降轨装置. CN: CN111017263B, 2021-06-08.[14] 刘卫, 刘四清, 龚建村, 罗冰显, 王荣兰, 师立勤. 一种基于分布式感知单元的热层大气密度预测方法及系统. CN: CN111259310A, 2020-06-09.[15] 邹业楠, 蔡燕霞, 陈赵峰, 鲁国瑞, 刘四清, 师立勤, 王健, 包黎莉, 张蕾, 罗征. 一种空间环境预报产品基本质量自动检验评估方法及系统. CN: CN110110969A, 2019-08-09.[16] 白先勇, 刘四清, 龚建村, 王怡然, 崔延美. 一种日冕仪平场测量和光强标定的装置与方法. CN: CN105571827A, 2016-05-11.[17] 白先勇, 刘四清, 龚建村, 崔延美, 王怡然. 一种用于太阳光球或色球望远镜平场测量的装置及方法. CN: CN105571828A, 2016-05-11.
出版信息
发表论文
[1] Wang, Jingjing, Luo, Bingxian, Liu, Siqing, Shi, Liqin. A machine learning-based model for the next 3-day geomagnetic index (Kp) forecast. FRONTIERS IN ASTRONOMY AND SPACE SCIENCES[J]. 2023, 10: http://dx.doi.org/10.3389/fspas.2023.1082737.[2] 孙晓婧, 林瑞淋, 刘四清, 罗冰显, 师立勤, 钟秋珍. Prediction Models of ≥2 MeV Electron Daily Fluences for 3 Days at GEO Orbit Using a Long Short-Term Memory Network. Remote Sensing[J]. 2023, 15(2538): https://www.mdpi.com/2072-4292/15/10/2538/pdf.[3] Wang, Jingjing, Shi, Yurong, Luo, Bingxian, Liu, Siqing, Kong, Linggao, Ma, Jijie, Li, Wenya, Tang, Binbin, Zhang, Aibing, Li, Lei, Shi, Liqin, Zhong, Qiuzhen, Chen, Yanhong. Upstream Solar Wind Prediction up to Mars by an Operational Solar Wind Prediction System. SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS[J]. 2023, 21(1): http://dx.doi.org/10.1029/2022SW003281.[4] Liu, Siwei, Wang, Jingjing, Li, Ming, Cui, Yanmei, Guo, Juan, Shi, Yurong, Luo, Bingxian, Liu, Siqing. A selective up-sampling method applied upon unbalanced data for flare prediction: potential to improve model performance. FRONTIERS IN ASTRONOMY AND SPACE SCIENCES[J]. 2023, 10: http://dx.doi.org/10.3389/fspas.2023.1082694.[5] Geng, Wei, Huang, Wengeng, Liu, Guoqi, Liu, Siqing, Luo, Bingxian. Assessing the Kinematic GPS Positioning Performance Under the Effect of Strong Ionospheric Disturbance Over China and Adjacent Areas During the Magnetic Storm. RADIO SCIENCE[J]. 2022, 57(2): http://dx.doi.org/10.1029/2021RS007329.[6] 刘佳强, 张振龙, Liu Yang, 王荣兰, 罗冰显, 刘四清. Monte Carlo Simulations of Space Particle Detector Onboard the CX-12(01) Satellite. ICSMD2022null. 2022, [7] Li, Ming, Cui, Yanmei, Luo, Bingxian, Ao, Xianzhi, Liu, Siqing, Wang, Jingjing, Li, Shuxin, Du, Chenxi, Sun, Xiaojing, Wang, Xin. Knowledge-Informed Deep Neural Networks for Solar Flare Forecasting. SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS[J]. 2022, 20(8): http://dx.doi.org/10.1029/2021SW002985.[8] 刘四清, 孙越强, 钟秋珍, 韦飞, 林瑞淋, 李志涛, 任廷领, 李永平, 张贤国, 张珅毅, 罗冰显, 常峥, 王春琴, 彭松武, 艾讲赵. Space Environment Measurements and Applications on the Tianhe Core Module of China Space Station. 空间科学学报[J]. 2022, https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2022.04.yg16.[9] Wang, Xin, Miao, Juan, Lu, Xian, Aa, Ercha, Luo, Bingxian, Liu, Ji, Hong, Yu, Wang, Yuxian, Ren, Tingling, Zeng, Ruiyun, Du, Chenxi, Liu, Siqing. Using Temporal Relationship of Thermospheric Density With Geomagnetic Activity Indices and Joule Heating as Calibration for NRLMSISE-00 During Geomagnetic Storms. SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS[J]. 2022, 20(4): [10] 刘卫, 石晟玮, 罗冰显, 刘舒莳, 刘四清, 龚建村, 钟秋珍. 碰撞风险评估中的空间环境激励图方法. 航天器环境工程[J]. 2022, 39(5): [11] 王晶晶, 刘四清, 罗冰显. Analyzing deflection of multiple Solar Coronal Mass Ejections from the same active region. Advances in Space Research[J]. 2022, https://www.sciencedirect.com/science/article/pii/S0273117722004884?via%3Dihub.[12] Geng, Wei, Huang, Wengeng, Liu, Guoqi, Liu, Siqing, Luo, Bingxian, Chen, Yanhong. The Distribution Characteristics of GPS Cycle Slip Over the China Mainland and Adjacent Region During the Declining Solar Activity (2015-2018) Period of Solar Cycle 24. RADIO SCIENCE[J]. 2021, 56(5): http://dx.doi.org/10.1029/2020RS007196.[13] 石育榕, 陈艳红, 刘四清, 刘柱, 王晶晶, 崔延美, 罗冰显, 袁天娇, 郑锋, 王子思禹, 何欣燃, 李铭. Predicting the CME arrival time based on the recommendation algorithm. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2021, 21(8): 59-74, [14] 闫瑞东, 王荣兰, 龚建村, 刘四清, 师立勤, 罗冰显, 王宏. 基于Gooding算法的天基光学目标跟踪定轨. 空间科学学报[J]. 2021, [15] Wang, Xin, Miao, Juan, Lu, Xian, Aa, Ercha, Liu, Ji, Wang, Yuxian, Liu, Siqing. Latitudinal Impacts of Joule Heating on the High-Latitude Thermospheric Density Enhancement During Geomagnetic Storms. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS[J]. 2021, 126(7): [16] 包黎莉, 蔡燕霞, 林瑞淋, 刘四清, 师立勤, 曹勇. 基于权重的层次矢量量化体压缩算法及其在空间环境中的应用. 空间科学学报[J]. 2021, 41(3): 425-430, http://lib.cqvip.com/Qikan/Article/Detail?id=7104903157.[17] CUI Yanmei, LIU Siqing, SHI Liqin. Automatic Recognition of Solar Active Regions Based on Real-time SDO/HMI Full-disk Magnetograms. CHINESE ASTRONOMY AND ASTROPHYSICS. 2021, 45(4): 458-469, [18] 崔延美, 刘四清, 师立勤. 基于SDO/HMI全日面实时磁图的活动区自动识别. 空间科学学报[J]. 2021, 41(3): 402-410, http://lib.cqvip.com/Qikan/Article/Detail?id=7104903154.[19] LI Ling, CUI Yanmei, LIU Siqing, LEI Lei. Automatic Detection of Sunspots and Extractionof Their Feature Parameters. CHINESE ASTRONOMY AND ASTROPHYSICS. 2020, 44(4): 462-473, http://dx.doi.org/10.1016/j.chinastron.2020.11.003.[20] Wang, Jingjing, Hoeksema, J Todd, Liu, Siqing. The Deflection of Coronal Mass Ejections by the Ambient Coronal Magnetic Field Configuration. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS[J]. 2020, 125(8): http://dx.doi.org/10.1029/2019JA027530.[21] 李泠, 崔延美, 刘四清, 雷蕾. 太阳黑子自动识别与特征参量自动提取. 空间科学学报[J]. 2020, 40(3): 315-322, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2020&filename=KJKB202003004&v=MjI2NTJUM3FUcldNMUZyQ1VSN3FlWitSdkZpL2dVcnpCTGlmQWJMRzRITkhNckk5RllJUjhlWDFMdXhZUzdEaDE=.[22] Lin, Ruilin, Zhang, Jichun, Zhang, Xiaoxin, Ni, Binbin, Liu, Siqing, Shi, Liqin, Gong, Jiancun, Wang, Hong, Cao, Yong. Long-Term Variations of > 16-MeV Proton Fluxes: Measurements From NOAA POES and EUMETSAT MetOp Satellites. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS[J]. 2020, 125(9): https://www.webofscience.com/wos/woscc/full-record/WOS:000600989000001.[23] Wang, Xin, Miao, Juan, Aa, Ercha, Ren, Tingling, Wang, Yuxian, Liu, Ji, Liu, Siqing. Statistical Analysis of Joule Heating and Thermosphere Response During Geomagnetic Storms of Different Magnitudes. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS[J]. 2020, 125(8): http://dx.doi.org/10.1029/2020JA027966.[24] 孙晓婧, 林瑞淋, 刘四清, 师立勤, 张效信, 钟秋珍, 罗冰显, 龚建村, 程永宏. 地磁场结构对静止轨道≥2 MeV高能电子分布的影响. 地球物理学报[J]. 2020, 63(10): 3604-3625, http://lib.cqvip.com/Qikan/Article/Detail?id=7102893235.[25] Geng, Wei, Huang, Wengeng, Liu, Guoqi, Aa, Ercha, Liu, Siqing, Chen, Yanhong, Luo, Binxian. Generation of ionospheric scintillation maps over Southern China based on Kriging method. ADVANCES IN SPACE RESEARCH[J]. 2020, 65(12): 2808-2820, http://dx.doi.org/10.1016/j.asr.2020.03.035.[26] LIU Siqing, CHEN Yanhong, LUO Bingxian, CUI Yanmei, ZHONG Qiuzhen, WANG Jingjing, YUAN Tianjiao, HU Qinghua, HUANG Xin, CHEN Hong. Development of New Capabilities Using Machine Learning for Space Weather Prediction. 空间科学学报[J]. 2020, 40(5): 875-883, http://lib.cqvip.com/Qikan/Article/Detail?id=7103119563.[27] Wang, Jingling, Zhang, Yuhang, Webber, Shea A Hess, Liu, Siqing, Meng, Xuejie, Wang, Tieyan. Solar Flare Predictive Features Derived from Polarity Inversion Line Masks in Active Regions Using an Unsupervised Machine Learning Algorithm. ASTROPHYSICAL JOURNAL[J]. 2020, 892(2): http://dx.doi.org/10.3847/1538-4357/ab7b6c.[28] Feng, Li, Gan, Weiqun, Liu, Siqing, Wang, Huaning, Li, Hui, Xu, Long, Zong, Weiguo, Zhang, Xiaoxing, Zhu, Yaguang, Wu, Haiyan, Chen, Anqin, Cui, Yanmei, Dai, Xinghua, Guo, Juan, He, Han, Huang, Xin, Lu, Lei, Song, Qiao, Wang, Jingjing, Zhong, Qiuzhen, Chen, Ling, Du, Zhanle, Guo, Xingliang, Huang, Yu, Li, Hu, Li, Ying, Xiong, Senlin, Yang, Shenggao, Ying, Beili. Space Weather Related to Solar Eruptions With the ASO-S Mission. FRONTIERS IN PHYSICS[J]. 2020, 8: https://doaj.org/article/a25ca1539a14446fae824b7172441285.[29] 王昕, 苗娟, 刘四清, 任廷领. 不同强度磁暴期间热层大气密度响应特征分析. 空间科学学报[J]. 2020, 40(1): 28-41, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2020&filename=KJKB202001005&v=MDIzMTJUM3FUcldNMUZyQ1VSN3FlWitkbUZ5cmxVYjdCTGlmQWJMRzRITkhNcm85RllZUjhlWDFMdXhZUzdEaDE=.[30] 刘四清. 地磁场结构对静止轨道≥2MeV高能电子分布的影响. 地球物理学报. 2020, [31] Sun XiaoJing, Lin RuiLin, Liu SiQing, shi LiQin, Zhang XiaoXin, Zhong QiuZhen, Luo BingXian, Gong JianCun, Cheng YongHong. Influence of geomagnetic field structure on >= 2 MeV electron distribution at the geostationary orbit. CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION[J]. 2020, 63(10): 3604-3625, https://www.webofscience.com/wos/woscc/full-record/WOS:000575879600003.[32] 卜萱, 罗冰显, 刘四清, 龚建村, 曹勇, 王宏. 冕洞特征参数与地磁暴强度及发生时间统计. 空间科学学报[J]. 2020, 40(1): 9-19, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2020&filename=KJKB202001003&v=MTQyMzBITXJvOUZaNFI4ZVgxTHV4WVM3RGgxVDNxVHJXTTFGckNVUjdxZVorZG1GeXJsVUwzSkxpZkFiTEc0SE4=.[33] Aa, Ercha, Zou, Shasha, Liu, Siqing. Statistical Analysis of Equatorial Plasma Irregularities Retrieved From Swarm 2013-2019 Observations. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS[J]. 2020, 125(4): https://www.webofscience.com/wos/woscc/full-record/WOS:000536831100043.[34] Ronglan Wang, Wei Liu, Ruidong Yan, Liqin Shi, Siqing Liu. Refined study of space debris collision warning techniques for LEO satellites. THE JOURNAL OF SPACE SAFETY ENGINEERING. 2020, 7(3): 262-267, http://dx.doi.org/10.1016/j.jsse.2020.07.018.[35] 师立勤. Compression and Rendering of Space Environment Volume Data Based on Improved HVQ Algorithm. Journal of Physics: Conference Series. 2020, [36] Aa, Ercha, Zou, Shasha, Erickson, Philip J, Zhang, ShunRong, Liu, Siqing. Statistical Analysis of the Main Ionospheric Trough Using Swarm in Situ Measurements. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS[J]. 2020, 125(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000535389600056.[37] 刘卫, 刘四清, 龚建村, 王荣兰. 临近空间落球探测仿真分析. 装备环境工程[J]. 2020, 17(8): 1-7, http://lib.cqvip.com/Qikan/Article/Detail?id=7102615324.[38] Wang, Jingjing, Liu, Siqing, Ao, Xianzhi, Zhang, Yuhang, Wang, Tieyan, Liu, Yang. Parameters Derived from the SDO/HMI Vector Magnetic Field Data: Potential to Improve Machine-learning-based Solar Flare Prediction Models. ASTROPHYSICAL JOURNAL[J]. 2019, 884(2): http://dx.doi.org/10.3847/1538-4357/ab441b.[39] Lin, Ruilin, Zhang, Jichun, Redmon, Robert J, Ni, Binbin, Liu, Siqing, Zhang, Xiaoxin, Shi, Liqin, Gong, Jiancun, Chen, Dong, Cheng, Yonghong, Wang, Hong, Cao, Yong. Cross Calibration of > 16 MeV Proton Measurements From NOAA POES and EUMETSAT MetOp Satellites. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS[J]. 2019, 124(8): 6906-6926, https://www.webofscience.com/wos/woscc/full-record/WOS:000490956600032.[40] Liu, Guoqi, Huang, Wengeng, Shen, Hua, Aa, Ercha, Li, Manxia, Liu, Siqing, Luo, Bingxian. Ionospheric Response to the 2018 Sudden Stratospheric Warming Event at Middle- and Low-Latitude Stations Over China Sector. 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IEEE TRANSACTIONS ON PLASMA SCIENCE[J]. 2019, 47(8): 3942-3946, [45] 刘四清, 罗冰显. 全球空间天气路线图及对中国的启示. 空间科学学报[J]. 2019, 39(3): 275-282, http://lib.cqvip.com/Qikan/Article/Detail?id=7002111533.[46] Zhong, Qiuzhen, Wang, Jingjing, Meng, Xuejie, Liu, Siqing, Gong, Jiancun. Prediction Model for Solar Energetic Proton Events: Analysis and Verification. SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS[J]. 2019, 17(5): 709-726, http://ir.nssc.ac.cn/handle/122/7052.[47] Bu Xuan, Luo BingXian, Liu SiQing, Gong JianCun, Cao Yong, Wang Hong. Statistical study on the relationship between coronal holes and high speed streams : arrival time, duration and peak intensity. CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION[J]. 2019, 62(2): 462-472, https://www.webofscience.com/wos/woscc/full-record/WOS:000457642800002.[48] Aa, Ercha, Zou, Shasha, Ridley, Aaron, Zhang, Shunrong, Coster, Anthea J, Erickson, Philip J, Liu, Siqing, Ren, Jiaen. 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发表著作
(1) 太阳风暴揭秘, The Mystery of Solar Storm , 国防工业出版社, 2011-01, 第 2 作者(2) 太阳风暴的监测与预报, Monitoring and forecasting for solar storm, 国防工业出版社, 2012-09, 第 2 作者(3) 空间天气及其物理原理, 科学出版社, 2020-06, 第 2 作者
科研活动
科研项目
( 1 ) 空间环境监测预警试验系统, 主持, 国家级, 2010-07--2011-07( 2 ) 载人航天空间环境保障, 主持, 国家级, 2015-06--2019-07( 3 ) 嫦娥三号空间环境保障, 主持, 国家级, 2009-07--2013-07( 4 ) Y1802FAG60, 主持, 国家级, 2011-07--2016-12( 5 ) 高分辨力层析成像应用技术研究, 主持, 国家级, 2012-07--2014-06( 6 ) Y5802NAL00, 主持, 国家级, 2015-07--2017-12( 7 ) 空间天气数值模式集成与预报试验, 主持, 国家级, 2012-01--2016-08( 8 ) Y28029A, 主持, 国家级, 2012-07--2016-12( 9 ) Y3802AA, 主持, 国家级, 2013-06--2016-12( 10 ) 空间环境预报研究, 主持, 研究所(学校), 2014-06--2018-06( 11 ) 卫星空间态势自感知关键技术研究, 主持, 省级, 2019-06--2021-05( 12 ) Y92137AA2S, 主持, 国家级, 2019-01--2023-12
指导学生
已指导学生
温靖 硕士研究生 070802-空间物理学
刘杨 硕士研究生 070802-空间物理学
熊森林 硕士研究生 070802-空间物理学
王庚 硕士研究生 070802-空间物理学
何兆国 博士研究生 070802-空间物理学
钟秋珍 博士研究生 070802-空间物理学
袁天娇 硕士研究生 070802-空间物理学
陈善强 博士研究生 070802-空间物理学
卜萱 博士研究生 070802-空间物理学
李泠 硕士研究生 070802-空间物理学
石育榕 硕士研究生 070802-空间物理学
现指导学生
任廷领 博士研究生 070802-空间物理学
王昕 博士研究生 070802-空间物理学
孙晓婧 博士研究生 070802-空间物理学