刘四清-中国科学院大学-UCAS

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

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] 石育榕, 罗冰显, 王晶晶, 陈艳红, 刘四清, 师立勤, 崔延美. 一种日冕物质抛射事件预测方法及系统. CN: CN118070940A, 2024-05-24.
[2] 王昕, 罗冰显, 刘四清, 苗娟, 王荣兰, 任廷领. 一种磁暴期间大气密度修正方法及系统. CN: CN117609684A, 2024-02-27.
[3] 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.
[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] 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.
[7] 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.
[8] 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.
[9] 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.
[10] 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.
[11] 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.
[12] 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.
[13] 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.
[14] 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.
[15] 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.
[16] 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.
[17] 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.
[18] 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.
[19] 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] Xin Wang, 任廷领, 王荣兰, 罗冰显, 阿尔察, Lei Cai, 李铭, 苗娟, 刘四清, 龚建村. Estimates of spherical satellite drag coefficients in the upper thermosphere during different geomagnetic conditions. Space Weather[J]. 2024, 第 9 作者null(null):
[2] 郭娟, 王华宁, 朱小帅, Jing Huang, Shanqiang Chen, 罗冰显, 刘四清, 邓元勇, 林佳本. The Role of Magnetic Skeleton in Solar Flare Filaments Activity. ASTROPHYSICAL JOURNAL[J]. 2024, 第 7 作者null(null):
[3] 任廷领, 罗冰显, 苗娟, 王荣兰, 王昕, 刘四清. TLE轨道反演大气密度精度评估. 空间科学学报[J]. 2024, 第 6 作者null(null):
[4] 罗冰显, 张贤国, 孙天然, 白先勇, 韦飞, 林瑞淋, 李磊, 张珅毅, 孔令高, 王馨悦, 谢良海, 彭松武, 唐斌斌, 张颖洁, 徐秋予, 冷双, 冯鹏远, 苏杨, 甘为群, 封莉, 田晖, 陈林杰, 颜毅华, 宋永亮, 刘四清, 邓元勇. 月球空间天气探测与研究进展. 深空探测学报（中英文）[J]. 2024, 第 25 作者11(2): 159-168, http://lib.cqvip.com/Qikan/Article/Detail?id=7112275517.
[5] 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, 第 3 作者10: http://dx.doi.org/10.3389/fspas.2023.1082737.
[6] 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, 第 4 作者21(1): http://dx.doi.org/10.1029/2022SW003281.
[7] 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, 第 8 作者10: http://dx.doi.org/10.3389/fspas.2023.1082694.
[8] 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, 第 4 作者57(2): http://dx.doi.org/10.1029/2021RS007329.
[9] 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. ICSMD2022. 2022, 第 6 作者
[10] 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, 第 5 作者20(8): http://dx.doi.org/10.1029/2021SW002985.
[11] 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, 第 1 作者https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2022.04.yg16.
[12] 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, 第 12 作者  通讯作者  20(4):
[13] 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, 第 5 作者39(5):
[14] 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, 第 2 作者  通讯作者  https://www.sciencedirect.com/science/article/pii/S0273117722004884?via%3Dihub.
[15] 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, 第 4 作者
[16] 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, 第 7 作者  通讯作者  126(7):
[17] 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, 第 4 作者41(3): 425-430, https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2021.03.425.
[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, 第 2 作者41(3): 402-410, https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2021.03.402.
[19] 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, 第 2 作者45(4): 458-469,
[20] 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, 第 4 作者56(5): http://dx.doi.org/10.1029/2020RS007196.
[21] 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, 第 3 作者21(8): 59-74,
[22] LI Ling, CUI Yanmei, LIU Siqing, LEI Lei. Automatic Detection of Sunspots and Extractionof Their Feature Parameters. CHINESE ASTRONOMY AND ASTROPHYSICS. 2020, 第 3 作者44(4): 462-473, http://dx.doi.org/10.1016/j.chinastron.2020.11.003.
[23] 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, 第 3 作者40(3): 315-322, https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2020.03.315.
[24] 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, 第 3 作者125(8): http://dx.doi.org/10.1029/2019JA027530.
[25] 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, 第 5 作者125(9): https://www.webofscience.com/wos/woscc/full-record/WOS:000600989000001.
[26] 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, 第 3 作者63(10): 3604-3625, http://www.geophy.cn/article/doi/10.6038/cjg2020O0074.
[27] 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, 第 7 作者  通讯作者  125(8): http://dx.doi.org/10.1029/2020JA027966.
[28] 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, 第 5 作者65(12): 2808-2820, http://dx.doi.org/10.1016/j.asr.2020.03.035.
[29] LIUSiqing, CHENYanhong, LUOBingxian, CUIYanmei, ZHONGQiuzhen, WANGJingjing, YUANTianjiao, HUQinghua, HUANGXin, CHENHong. Development of New Capabilities Using Machine Learning for Space Weather Prediction. 空间科学学报[J]. 2020, 第 1 作者40(5): 875-883, https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2020.05.875.
[30] 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, 第 4 作者892(2): http://dx.doi.org/10.3847/1538-4357/ab7b6c.
[31] 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. 2020, 第 3 作者8: https://doaj.org/article/a25ca1539a14446fae824b7172441285.
[32] 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, 第 3 作者40(1): 28-41, https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2020.01.028.
[33] 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, 第 1 作者
[34] 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, 第 3 作者63(10): 3604-3625, https://www.webofscience.com/wos/woscc/full-record/WOS:000575879600003.
[35] 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, 第 3 作者125(4): https://www.webofscience.com/wos/woscc/full-record/WOS:000536831100043.
[36] 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, 第 3 作者40(1): 9-19, https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2020.01.009.
[37] 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, 第 5 作者7(3): 262-267, http://dx.doi.org/10.1016/j.jsse.2020.07.018.
[38] 师立勤. Compression and Rendering of Space Environment Volume Data Based on Improved HVQ Algorithm. Journal of Physics: Conference Series. 2020,
[39] 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, 第 2 作者17(8): 1-7, http://lib.cqvip.com/Qikan/Article/Detail?id=7102615324.
[40] 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, 第 5 作者125(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000535389600056.
[41] 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, 第 2 作者884(2): http://dx.doi.org/10.3847/1538-4357/ab441b.
[42] 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, 第 5 作者124(8): 6906-6926, https://www.webofscience.com/wos/woscc/full-record/WOS:000490956600032.
[43] 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. SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS[J]. 2019, 第 6 作者17(8): 1230-1240, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000490936700004.
[44] 刘四清. 2 AU以内的“渐进型”太阳高能粒子事件模拟. 深空探测学报. 2019, 第 1 作者
[45] 钟秋珍, 未历航, 林瑞淋, 郑金磊, 刘四清. GEO轨道相对论电子日积分通量预报统计建模. 空间科学学报[J]. 2019, 第 5 作者39(1): 18-27, https://www.cjss.ac.cn/cn/article/doi/10.11728/cjss2019.01.018.
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[118] Ercha, A, Huang WenGeng, Liu SiQing, Shi LiQin, Gong JianCun, Chen YanHong, Shen Hua. A regional ionospheric TEC mapping technique over China and adjacent areas: GNSS data processing and DINEOF analysis. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2015, 第 3 作者58(10): http://www.irgrid.ac.cn/handle/1471x/1010924.
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[121] Chen, Yanhong, Wang, Wenbin, Burns, Alan G, Liu, Siqing, Gong, Jiancun, Yue, Xinan, Jiang, Guoying, Coster, Anthea. Ionospheric response to CIR-induced recurrent geomagnetic activity during the declining phase of solar cycle 23. JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS[J]. 2015, 第 4 作者120(2): 1394-1418, http://www.irgrid.ac.cn/handle/1471x/1010885.
[122] Wang, HongJuan, Liu, SiQing, Gong, JianCun, Lin, Jun. Numerical experiments on the evolution in coronal magnetic configurations including a filament in response to the change in the photosphere. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2015, 第 2 作者15(3): 363-375, http://ir.ynao.ac.cn/handle/114a53/6272.
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