基本信息

刘娟娟  女   中国科学院大气物理研究所
电子邮件: ljjxgg@mail.iap.ac.cn
通信地址: 北京市9804信箱
邮政编码:

研究领域

欢迎有意向从事资料同化理论、卫星资料同化、雷达资料同化、高分辨率资料同化、集合预报、目标观测和污染溯源及预报等方向研究的研究生报考。

招生信息

   
招生专业
070601-气象学
0706Z1-地球流体力学
招生方向
资料同化和数值预报、卫星资料同化、集合预报
目标观测
污染物溯源及预报

教育背景

2003-07--2009-06   中国科学院大气物理研究所   博士
1999-09--2003-06   南京气象学院   学士

教授课程

计算地球流体力学

出版信息

   
发表论文
[1] Li, Feifei, Wang, Bin, He, Yujun, Huang, Wenyu, Xu, Shiming, Liu, Li, Liu, Juanjuan, Li, Lijuan, Wang, Yong. Improved decadal predictions of East Asian summer monsoon with a weakly coupled data assimilation scheme. INTERNATIONAL JOURNAL OF CLIMATOLOGY[J]. 2021, 41(12): 5550-5571, http://dx.doi.org/10.1002/joc.7141.
[2] 王静, 刘娟娟, 王斌, 陈静, 刘永柱. GRAPES-GEPS全球集合预报系统湿奇异向量的时空尺度敏感性研究. 大气科学[J]. 2021, 874-888, https://t.cnki.net/kcms/detail?v=3uoqIhG8C46NmWw7YpEsKMypi3qVj28LEUDxQXHYyS3fbyEOrIfBzLYRcVZqzwk7jgl7HWcqL4rdbOXdpITzf1f6skUpOCja.
[3] Li, Feifei, Wang, Bin, He, Yujun, Huang, Wenyu, Xu, Shiming, Liu, Li, Liu, Juanjuan, Li, Lijuan. Important role of North Atlantic air-sea coupling in the interannual predictability of summer precipitation over the eastern Tibetan Plateau. CLIMATE DYNAMICS[J]. 2021, 56(5-6): 1433-1448, http://dx.doi.org/10.1007/s00382-020-05542-6.
[4] Wang, Jilin, Wang, Bin, Liu, Juanjuan, Cheng, Wei, Zhang, Jiping. An inverse method to estimate the source term of atmospheric pollutant releases. ATMOSPHERIC ENVIRONMENT[J]. 2021, 260: http://dx.doi.org/10.1016/j.atmosenv.2021.118554.
[5] Chen, Gong, Wang, Bin, Liu, Juanjuan. Study on the Sensitivity of Initial Perturbations to the Development of a Vortex Observed in Southwest China. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2021, 126(21): [6] Pengfei Shi, Hui Lu, L Ruby Leung, Yujun He, Bin Wang, Kun Yang, Le Yu, Li Liu, Wenyu Huang, Shiming Xu, Liu, Juanjuan, Xiaomeng Huang, Lijuan Li, Yanluan Lin. Significant Land Contributions to Interannual Predictability of East Asian Summer Monsoon Rainfall. Earth's Future[J]. 2021, 9(2): n/a-n/a, https://doaj.org/article/70219557a0b5406296bc784f4e736b0d.
[7] He, Yujun, Wang, Bin, Liu, Li, Huang, Wenyu, Xu, Shiming, Liu, Juanjuan, Wang, Yong, Li, Lijuan, Huang, Xiaomeng, Peng, Yiran, Lin, Yanluan, Yu, Yongqiang. A DRP-4DVar-Based Coupled Data Assimilation System With a Simplified Off-Line Localization Technique for Decadal Predictions. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS[J]. 2020, 12(4): https://doaj.org/article/aa196c8332b848d589994c9ccededbf8.
[8] Wang, Jing, Wang, Bin, Liu, Juanjuan, Liu, Yongzhu, Chen, Jing, Huo, Zhenhua. Application and Characteristic Analysis of the Moist Singular Vector in GRAPES-GEPS. ADVANCES IN ATMOSPHERIC SCIENCES[J]. 2020, 37(11): 1164-1178, http://lib.cqvip.com/Qikan/Article/Detail?id=7102930408.
[9] Li, Lijuan, Dong, Li, Xie, Jinbo, Tang, Yanli, Xie, Feng, Guo, Zhun, Liu, Hongbo, Feng, Tao, Wang, Lu, Pu, Ye, Sun, Wenqi, Xia, Kun, Liu, Li, Xie, Zhenghui, Wang, Yan, Wang, Longhuan, Shi, Xiangjun, Jia, Binghao, Liu, Juanjuan, Wang, Bin. The GAMIL3: Model Description and Evaluation. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES[J]. 2020, 125(15): http://dx.doi.org/10.1029/2020JD032574.
[10] He, Yujun, Wang, Bin, Huang, Wenyu, Xu, Shiming, Wang, Yong, Liu, Li, Li, Lijuan, Liu, Juanjuan, Yu, Yongqiang, Lin, Yanluan, Huang, Xiaomeng, Peng, Yiran. A new DRP-4DVar-based coupled data assimilation system for decadal predictions using a fast online localization technique. CLIMATE DYNAMICS[J]. 2020, 54(7-8): 3541-3559, https://www.webofscience.com/wos/woscc/full-record/WOS:000517726400002.
[11] Xiaobin LI, Hongbo LIU, Ziyin ZHANG, Juanjuan LIU. Numerical simulation of an extreme haze pollution event over the North China Plain based on initial and boundary condition ensembles. Atmospheric and Oceanic Science Letters[J]. 2019, 12(6): 434-443, http://lib.cqvip.com/Qikan/Article/Detail?id=7100539909.
[12] Wang, Bin, Liu, Juanjuan, Liu, Li, Xu, Shiming, Huang, Wenyu. An approach to localization for ensemble-based data assimilation. PLOS ONE[J]. 2018, 13(1): https://doaj.org/article/fb29a3958898440e8a630dfc719d9054.
[13] He, Yujun, Wang, Bin, Liu, Mimi, Liu, Li, Yu, Yongqiang, Liu, Juanjuan, Li, Ruizhe, Zhang, Cheng, Xu, Shiming, Huang, Wenyu, Liu, Qun, Wang, Yong, Li, Feifei. Reduction of initial shock in decadal predictions using a new initialization strategy. GEOPHYSICAL RESEARCH LETTERS[J]. 2017, 44(16): 8538-8547, https://www.webofscience.com/wos/woscc/full-record/WOS:000410658800052.
[14] Yin, Xudong, Liu, Juanjuan, Wang, Bin. Nonlinear Ensemble Parameter Perturbation for Climate Models. JOURNAL OF CLIMATE[J]. 2015, 28(3): 1112-1125, [15] Shen Si, Liu Juanjuan, Wang Bin. Evaluation of the Historical Sampling Error for Global Models. 大气和海洋科学快报:英文版[J]. 2015, 250-256, http://lib.cqvip.com/Qikan/Article/Detail?id=65798376504849534853484850.
[16] Lin Pengfei, Feng Xiaoli, Liu Juanjuan. Historical Trends in Surface Air Temperature Estimated by Ensemble Empirical Mode Decomposition and Least Squares Linear Fitting. ATMOSPHERIC AND OCEANIC SCIENCE LETTERS[J]. 2015, 10-16, http://lib.cqvip.com/Qikan/Article/Detail?id=65798376504849534849484850.
[17] Shen Si, Liu Juanjuan, Wang Bin. An Extension of the Dimension-Reduced Projection 4DVar. ATMOSPHERIC AND OCEANIC SCIENCE LETTERS[J]. 2014, 7(4): 324-329, [18] Yin, Xudong, Wang, Bin, Liu, Juanjuan, Tan, Xiaowei. Evaluation of conditional non-linear optimal perturbation obtained by an ensemble-based approach using the Lorenz-63 model. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY[J]. 2014, 66: https://doaj.org/article/7f7a19a8de0c4d5e9f6d03891022c3e4.
[19] Xudong Yin, Bin Wang, Juanjuan Liu, Xiaowei Tan. Evaluation of conditional non-linear optimal perturbation obtained by an ensemble-based approach using the Lorenz-63 model. Tellus: Series A[J]. 2014, 66: 1-11, https://doaj.org/article/7f7a19a8de0c4d5e9f6d03891022c3e4.
[20] 卢冰, 刘娟娟, 王斌, 李俊. DRP-4DVar方法同化AIRS反演资料在一次江淮流域暴雨中的应用. 气候与环境研究[J]. 2013, 18(5): 562-570, http://lib.cqvip.com/Qikan/Article/Detail?id=47309855.
[21] Zhao, Ying, Wang, Bin, Liu, Juanjuan. A DRP-4DVar Data Assimilation Scheme for Typhoon Initialization Using Sea Level Pressure Data. MONTHLY WEATHER REVIEW[J]. 2012, 140(4): 1191-1203, https://www.webofscience.com/wos/woscc/full-record/WOS:000302448400010.
[22] 赵娟, 王斌, 刘娟娟. 预分析初始扰动样本对降维投影四维变分同化性能的影响. 气象学报[J]. 2012, 70(3): 549-561, http://lib.cqvip.com/Qikan/Article/Detail?id=42658654.
[23] Zhao Juan, Wang Bin, Liu Juanjuan. Impact of Analysis-time Tuning on the Performance of the DRP-4DVar Approach. ADVANCES IN ATMOSPHERIC SCIENCES[J]. 2011, 28(1): 207-216, http://lib.cqvip.com/Qikan/Article/Detail?id=37029754.
[24] Liu Juanjuan, Wang Bin. Rainfall assimilation using a new four-dimensional variational method: A single-point observation experiment. ADVANCES IN ATMOSPHERIC SCIENCES[J]. 2011, 28(4): 735-742, http://lib.cqvip.com/Qikan/Article/Detail?id=38699091.
[25] []. An evaluation study of the DRP-4-DVar approach with the Lorenz-96 model. 2011, http://oa.las.ac.cn/oainone/service/browseall/read1?ptype=JA&workid=JA201707071676409ZK.
[26] 刘娟娟. 基于历史预报的四维变分资料同化(4DVar)方法中的滤波. 气候与环境研究[J]. 2011, 16(2): 221-230, http://lib.cqvip.com/Qikan/Article/Detail?id=37015848.
[27] 赵娟, 王斌, 刘娟娟. Impact of Analysis-time Tuning on the Performance of the DRP-4DVar Approach. 大气科学进展:英文版. 2011, 28(1): 207-216, http://lib.cqvip.com/Qikan/Article/Detail?id=37029754.
[28] Wang Bin, Liu Juanjuan, Wang Shudong, Cheng Wei, Liu Juan, Liu Chengsi, Xiao, Qingnong, Kuo, YingHwa. An economical approach to four-dimensional variational data assimilation. ADVANCES IN ATMOSPHERIC SCIENCES[J]. 2010, 27(4): 715-727, http://lib.cqvip.com/Qikan/Article/Detail?id=34348225.
[29] Liu Juanjuan, Wang Bin, Wang Shudong. The Structure of Background-error Covariance in a Four-dimensional Variational Data Assimilation System: Single-point Experiment. ADVANCES IN ATMOSPHERIC SCIENCES[J]. 2010, 27(6): 1303-1310, http://lib.cqvip.com/Qikan/Article/Detail?id=35559674.

科研活动

   
科研项目
( 1 ) 全球变化数据的评估、同化、融合与应用, 参与, 国家级, 2010-01--2015-12
( 2 ) 地球系统模式中的高效并行算法研究与并行耦合器研制, 参与, 国家级, 2010-01--2012-12
( 3 ) 同化“追风计划”中非对称的下投式风探空资料对台风预报的影响, 主持, 国家级, 2012-01--2014-12
( 4 ) 全球中期数值预报技术开发及应用, 参与, 国家级, 2012-01--2016-12
( 5 ) 风云四号大气温湿度与对流产品反演技术和应用方法研究风云四号大气温湿度与对流产品反演技术和应用方法研究, 参与, 国家级, 2014-01--2016-12
( 6 ) 基于子空间方法的四维变分同化系统及其在气候预测中的应用, 参与, 国家级, 2014-01--2014-12
( 7 ) 集合四维变分耦合同化的非线性子空间方法研究及其在年代际气候预 测中的应用, 参与, 国家级, 2016-01--2018-12
( 8 ) 非线性集合扰动样本评估及初步应用, 主持, 国家级, 2017-01--2017-12
( 9 ) 东亚区域高分辨率资料同化技术研发及大气再分析资料集研制, 参与, 国家级, 2018-01--2021-12
( 10 ) 副热带地区区域模式关键技术及其应用, 参与, 国家级, 2018-01--2021-12
( 11 ) GRAPES高分辨率资料同化技术攻关专项, 主持, 研究所(学校), 2018-01--2018-12
( 12 ) 青藏高原区域资料同化研究, 参与, 国家级, 2018-01--2020-12
( 13 ) 非线性集合扰动样本研究, 主持, 国家级, 2016-01--2016-12
( 14 ) 多源资料快速循环同化分析预报技术, 主持, 研究所(学校), 2019-09--2019-12
( 15 ) 高光谱卫星资料同化, 主持, 研究所(学校), 2019-09--2020-09
( 16 ) 区域高分辨率多圈层耦合资料同化系统研制及应用示范, 主持, 国家级, 2022-03--2025-12
( 17 ) 多通道扫描成像辐射计资料直接同化技术, 主持, 研究所(学校), 2020-06--2021-09

指导学生

已指导学生

申思  博士研究生  070601-气象学  

殷旭东  博士研究生  070601-气象学  

王静  博士研究生  070601-气象学  

现指导学生

王吉麟  博士研究生  070601-气象学  

徐兰  博士研究生  070601-气象学