基本信息

刘娟娟  女  研究员  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
火星数值模拟
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] Lan Xu, Juanjuan Liu, Wei Cheng, Shudong Wang, Shujun Zhu, Yujun He, Yiran Liu, Xiao Shen, Jing Wang, Jinrong Fu, Yifeng Jiao, Yuanzhe Ma, Bin Wang. The Impact of Assimilating Cirrus‐Effected Infrared Satellite Radiance From the FY‐4A AGRI on Water Vapor Analysis and Rainstorm Forecasting. GEOPHYSICAL RESEARCH LETTERS[J]. 2024, 51(5): n/a-n/a, https://doaj.org/article/cd663adc633140bda10b3b46ce2ef2df.
[2] Wang, Jing, Chen, Jing, Liu, Yongzhu, Liu, Juanjuan, Wang, Bin, Li, Xiaoli, Chen, FaJing, Huo, Zhenhua. Development of Moist Singular Vectors in GRAPES-GEPS and a Preliminary Evaluation. ATMOSPHERE-OCEAN[J]. 2023, 61(1): 57-67, [3] 董理, 普业, 李艺苑, 刘鸿波, 刘娟娟, 邓世雅, 黄叶薇, 刘明宇, 刘帅, 王斌. 新一代火星大气模式GoPlanet-Mars V1的研制. 科学通报[J]. 2023, https://www.sciengine.com/CSB/doi/10.1360/TB-2023-0699.
[4] Zhu, Shujun, Wang, Bin, Zhang, Lin, Liu, Juanjuan, Liu, Yongzhu, Gong, Jiandong, Xu, Shiming, Wang, Yong, Huang, Wenyu, Liu, Li, He, Yujun, Wu, Xiangjun, Zhao, Bin, Chen, Fajing. Assimilating AMSU-A Radiance Observations with an Ensemble Four-Dimensional Variational (En4DVar) Hybrid Data Assimilation System. REMOTE SENSING[J]. 2023, 15(14): http://dx.doi.org/10.3390/rs15143476.
[5] He, Yujun, Wang, Bin, Fang, Jiabei, Yu, Yongqian, Li, Lijuan, Liu, Juanjuan, Dong, Li, Pu, Ye, Li, Yiyuan, Xu, Shiming, Liu, Li, Lin, Yanluan, Huang, Wenyu, Huang, Xiaomeng, Wang, Yong, Liu, Hongbo, Xia, Kun. Constraint of Air-Sea Interaction Significant to Skillful Predictions of North Pacific Climate Variations. JOURNAL OF CLIMATE[J]. 2023, 36(17): 5941-5962, http://dx.doi.org/10.1175/JCLI-D-22-0635.1.
[6] Ma, Yufen, Liu, Juanjuan, Mamtimin, Ali, Aihaiti, Ailiyaer, Xu, Lan. Validation of FY-4A Temperature Profiles by Radiosonde Observations in Taklimakan Desert in China. REMOTE SENSING[J]. 2023, 15(11): http://dx.doi.org/10.3390/rs15112925.
[7] 徐兰, 成巍, 邓中仁, 刘娟娟, 王斌, 卢冰, 王曙东, 董理. Assimilation of the FY-4A AGRI Clear-Sky Radiance Data in a Regional Numerical Model and Its Impact on the Forecast of the "21·7" Henan Extremely Persistent Heavy Rainfall. Advances in Atmospheric Sciences[J]. 2022, [8] Jilin Wang, Juanjuan Liu, Bin Wang, Wei Cheng, Jiping Zhang. Inversion method for multi-point source pollution identification:Sensitivity analysis and application to European Tracer Experiment data. 大气和海洋科学快报:英文版[J]. 2022, 15(3): 31-36, http://lib.cqvip.com/Qikan/Article/Detail?id=7107274126.
[9] SHujun Zhu, Bin Wang, Lin Zhang, Juanjuan Liu, Yongzhu Liu, Jiandong Gong, Shiming Xu, Yong Wang, Wenyu Huang, Li Liu, Yujun He, Xiangjun Wu, BIn Zhao, Fajing. A 4DEnVar-based ensemble four-dimensional variational (En4DVar) hybrid data assimilation system for global NWP: System description and primary tests. Journal of Advances in Modeling Earth Systems (JAMES)[J]. 2022, 14(8): e2022MS003023-, https://doi.org/10.1029/2022MS003023.
[10] Wang, Jing, Chen, Jing, Liu, Yongzhu, Liu, Juanjuan, Wang, Bin, Li, Xiaoli, Chen, FaJing, Huo, Zhenhua. Development of Moist Singular Vectors in GRAPES-GEPS and a Preliminary Evaluation. ATMOSPHERE-OCEAN. 2022, [11] 刘娟娟, 徐兰, 成巍, 王斌, 巩欣亚, 邓中仁, 李亚云, 狄迪. 面向资料同化的FY-4A卫星GIIRS探测仪偏差特征分析和偏差订正. 大气科学[J]. 2022, 46(2): 275-292, http://lib.cqvip.com/Qikan/Article/Detail?id=7107062091.
[12] 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.
[13] 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.
[14] 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.
[15] Sun, Chao, Liu, Li, Li, Ruizhe, Yu, Xinzhu, Yu, Hao, Zhao, Biao, Wang, Guansuo, Liu, Juanjuan, Qiao, Fangli, Wang, Bin. Developing a common, flexible and efficient framework for weakly coupled ensemble data assimilation based on C-Coupler2.0. GEOSCIENTIFIC MODEL DEVELOPMENT[J]. 2021, 14(5): 2635-2657, https://doaj.org/article/1d2de3d83ade41d9b07543c3b2a4cf36.
[16] 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.
[17] 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): http://dx.doi.org/10.1029/2021JD034715.
[18] 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.
[19] 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.
[20] Wang, Lu, Shen, Xueshun, Liu, Juanjuan, Wang, Bin. Model Uncertainty Representation for a Convection-Allowing Ensemble Prediction System Based on CNOP-P. ADVANCES IN ATMOSPHERIC SCIENCES[J]. 2020, 37(8): 817-831, http://lib.cqvip.com/Qikan/Article/Detail?id=7102348439.
[21] 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.
[22] 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.
[23] 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. CLIMATEDYNAMICS[J]. 2020, 54(7-8): 3541-3559, https://www.webofscience.com/wos/woscc/full-record/WOS:000517726400002.
[24] LI Xiaobin, LIU Hongbo, ZHANG Ziyin, LIU Juanjuan. Numerical simulation of an extreme haze pollution event over the North China Plain based on initial and boundary condition ensembles. 大气和海洋科学快报:英文版[J]. 2019, 12(6): 434-443, http://lib.cqvip.com/Qikan/Article/Detail?id=7100539909.
[25] 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.
[26] 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.
[27] 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.
[28] Yin, Xudong, Liu, Juanjuan, Wang, Bin. Nonlinear Ensemble Parameter Perturbation for Climate Models. JOURNAL OF CLIMATE[J]. 2015, 28(3): 1112-1125, [29] 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.
[30] 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, [31] 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.
[32] 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.
[33] 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.
[34] 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.
[35] 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.
[36] Liu Juanjuan, Wang Bin. Rainfall Assimilation Using a New Four-Dimensional Variational Method:A Single-Point Observation Experiment. 大气科学进展:英文版[J]. 2011, 28(4): 735-742, http://lib.cqvip.com/Qikan/Article/Detail?id=38699091.
[37] 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.
[38] 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.
[39] Liu, Juanjuan, Wang, Bin, Xiao, Qingnong. An evaluation study of the DRP-4-DVar approach with the Lorenz-96 model. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY[J]. 2011, 63(2): 256-262, https://www.webofscience.com/wos/woscc/full-record/WOS:000287198500008.
[40] []. 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.
[41] 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.
[42] 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[J]. 2011, 28(1): 207-216, http://lib.cqvip.com/Qikan/Article/Detail?id=37029754.
[43] 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.
[44] 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://dx.doi.org/10.1007/s00376-010-9067-6.
[45] 王斌, 刘娟娟, 王曙东, 成巍, 刘娟, 刘成思, Qingnong, XIAO, Ying-Hwa, KUO. An Economical Approach to Four-dimensional Variational Data Assimilation. 大气科学进展:英文版[J]. 2010, 715-727, http://lib.cqvip.com/Qikan/Article/Detail?id=34348225.
[46] LIU Juan-Juan, WANG Bin. Assimilating Amounts of Precipitation Using a New Four-Dimensional Variational Method. 大气和海洋科学快报:英文版[J]. 2009, 2(6): 357-361, http://lib.cqvip.com/Qikan/Article/Detail?id=32857737.

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, 国家任务, 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, 国家任务, 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, 负责人, 国家任务, 2012-01--2014-12
( 4 ) 全球中期数值预报技术开发及应用, 参与, 国家任务, 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, 国家任务, 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, 国家任务, 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, 国家任务, 2016-01--2018-12
( 8 ) 非线性集合扰动样本评估及初步应用, 负责人, 境内委托项目, 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, 国家任务, 2018-01--2021-12
( 10 ) 副热带地区区域模式关键技术及其应用, 负责人, 国家任务, 2018-01--2021-12
( 11 ) GRAPES高分辨率资料同化技术攻关专项, 负责人, 境内委托项目, 2018-01--2018-12
( 12 ) 青藏高原区域资料同化研究, 参与, 国家任务, 2018-01--2020-12
( 13 ) 非线性集合扰动样本研究, 负责人, 国家任务, 2016-01--2016-12
( 14 ) 多源资料快速循环同化分析预报技术, 负责人, 境内委托项目, 2019-09--2019-12
( 15 ) 高光谱卫星资料同化, 负责人, 境内委托项目, 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, 负责人, 国家任务, 2022-03--2025-12
( 17 ) 多通道扫描成像辐射计资料直接同化技术, 负责人, 其他, 2020-06--2021-09
( 18 ) 青藏高原区域高分辨率静止卫星资料同化方法研究, 负责人, 国家任务, 2024-01--2027-12
( 19 ) 面向中期天气和季节、年际与年代际气候的一体化预报方法研究, 参与, 国家任务, 2023-01--2027-12
( 20 ) 基于数值天气预报高频更新的风电/光伏日内功率及供电保障能力预测技术, 参与, 国家任务, 2022-11--2025-10