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陈丹

研究员,硕士生导师
  • 学科方向
    大气物理学与大气环境
  • 电子邮箱
    dchen@ium.cn
  • 导师简介
  • 教育及工作经历
  • 论文论著
长期从事气象-化学在线耦合数值模拟和同化系统开发与应用工作。近年来,不断拓展研究领域和研究深度,以“更准确,更深入,科研与业务相结合”为原则,从基于观测约束的同化技术研发、模式不确定性来源诊断及优化、基于污染再分析数据的科学问题探索等方面开展尝试性工作。探索在“科学-技术-业务”双向循环的科研体系中,由浅及深地通过纳入更多的观测类型,采用不同的观测约束方式,在提升模式性能的同时深入模式内核,促进模拟-同化体系的进一步发展,力争在学术界-业务服务中起到桥梁作用。已发表SCI学术论文36篇,H-index已达到19

工作经历

·        2018.12至今            研究员,北京城市气象研究院

·        2017.4  -2018.12      副研,  中国气象局,城市气象研究所

·        2014.10-2017.4        Associate Scientist,美国国家大气研究中心 (NCAR)

·        2013.11-2014.10 高级分析员,美国自然资源保护协会 (NRDC)

·        2012.8-2013.10   博士后,美国国家大气研究中心 (NCAR)

·        2009.8-2012.7  博士后美国加州大学洛杉矶分校University of California, Los Angeles, USA

·        2007.4-2008.6  访问学生,美国哈佛大学工程与应用科学

                          Harvard School of Engineering and Applied Sciences, Harvard, USA

教育背景

·       2004-2009  中国北京清华大学 环境科学  博士   (导师:贺克斌)

·       2000-2004  中国北京清华大学 环境科学  学士

1.                    Chen, D., Liu, Z., Ban, J., Zhao, P., and Chen, M.: Retrospective analysis of 2015–2017 wintertime PM2.5 in China: response to emission regulations and the role of meteorology, Atmos. Chem. Phys., 19, 7409–7427, https://doi.org/10.5194/acp-19-7409-2019, 2019. (Q1)

2.                    Chen, D., Liu, Z., Ban, J., and Chen, M.: The 2015 and 2016 wintertime air pollution in China: SO2 emission changes derived from a WRF-Chem/EnKF coupled data assimilation system, Atmos. Chem. Phys., 19, 8619–8650, https://doi.org/10.5194/acp-19-8619-2019, 2019. (Q1)

3.                    Zhou Mi, Zhang, L.*, Chen, D.*, et al: The impact of aerosol-radiation interactions on the effectiveness of emission control measures Environmental Research Letters 14(2) · 2019 (共同通讯)(Q1)

4.                    Yuanhong Zhao, Lin Zhang, Mi Zhou, Chen D., Xiao Lu, Wei Tao, Junfeng Liu, Heng Tian, Yaping Ma, Tzung-May, Influences of planetary boundary layer mixing parameterization on summertime surface ozone concentration and dry deposition over North China, Atmospheric Environment, Volume 218(1), 2019. (Q1)

5.                    Peng, Z., Lei, L., Liu, Z., Sun, J., Ding, A., Ban, J., Chen, D., Kou, X., and Chu, K.: The impact of multi-species surface chemical observation assimilation on air quality forecasts in China, Atmos. Chem. Phys., 18, 17387–17404, https://doi.org/10.5194/acp-18-17387-2018, 2018. (Q1)

6.                    Chen D., Wang, Y., McElroy, M. B., He, K., Yantosca, R. M., and Le Sager, P.: Regional CO pollution and export in China simulated by the high-resolution nested-grid GEOS-Chem model, Atmos Chem Phys, 9, 3825-3839, 10.5194/acp-9-3825-2009, 2009. (Q1)

7.                    Chen D.*, Li, Q. B., Stutz, J. C., Mao, Y. H., Zhang, L., Pikelnaya, O., Tsai, J. Y., Haman, C., Lefer, B., Rappengluck, B., Alvarez, S. L., Neuman, J. A., Flynn, J., Roberts, J. M., Nowak, J. B., de Gouw, J., Holloway, J., Wagner, N. L., Veres, P., Brown, S. S., Ryerson, T. B., Warneke, C., and Pollack, L. B.: WRF-Chem simulation of NOx and O-3 in the LA basin during CalNex-2010, Atmos Environ, 81, 421-432, 10.1016/j.atmosenv.2013.08.064, 2013. (Q1)

8.                    Chen D., Liu, Z., Schwartz, C. S., Lin, H. C., Cetola, J. D., Gu, Y., and Xue, L.: The impact of aerosol optical depth assimilation on aerosol forecasts and radiative effects during a wild fire event over the United States, Geosci Model Dev, 7, 2709-2715, 10.5194/gmd-7-2709-2014, 2014. (Q1)

9.                    Chen D.*, Liu, Z., Fast, J., Ban, J.: Simulations of Sulfate-Nitrate-Ammonium (SNA) aerosols during the extreme haze events over Northern China, Atmos Chem Phys, 16, 10707–10724, doi:10.5194/acp-16-10707-2016. (Q1)

10.                Chen D.*, Liu, Z., Davis, C., Gu, Y.:  Dust Radiative Effects on Atlantic Tropical Cyclogenesis Using WRF/Chem Coupled with an AOD Data Assimilation System, Atmos. Chem. Phys., 17, 7917-7939, doi:10.5194/acp-17-7917-2017, 2017. (Q1)

11.                Pang J., Liu Z., Wang X., Bresch J., Ban J., Chen D., Kim J.; Assimilating AOD retrievals from GOCI and VIIRS to forecast surface PM2.5 episodes over Eastern China; Atmospheric Environment; 2018, doi: 10.1016/j.atmosenv.2018.02.011. (Q1)

12.                 Liu Q., Jia X. C., Quan J. N., Li J. Y., Li X., Wu Y. X., Chen D., Wang Z. F., Liu Y. G.; New positive feedback mechanism between boundary layer meteorology and secondary aerosol formation during severe haze events; Sci Rep-Uk; 2018, 8, ARTN 6095; doi: 10.1038/s41598-018-24366-3(Q1)

13.                Peng, Z., Liu, Z., Chen, D., Ban, J.: Improving PM2.5 forecast over China by the joint adjustment of initial conditions and source emissions with an ensemble Kalman, Atmos Chem Phys. 17, 4837-4855, doi:10.5194/acp-17-4837-2017, 2017. (Q1)

14.                 Zang, Z. L., Hao, Z. L., Li, Y., Pan, X. B., You, W., Li, Z. J., and Chen, D.: Background error covariance with balance constraints for aerosol species and applications in variational data assimilation, Geosci Model Dev, 9, 2623-2638, 10.5194/gmd-9-2623-2016, 2016. (Q1)

15.                 You, W., Zang, Z. L., Pan, X. B., Zhang, L. F., and Chen, D.: Estimating PM2.5 in Xi'an, China using aerosol optical depth: A comparison between the MODIS and MISR retrieval models, Sci Total Environ, 505, 1156-1165, 10.1016/j.scitotenv.2014.11.024, 2015. (Q1)

16.                 You, W., Zang, Z. L., Zhang, L. F., Li, Z. J., Chen, D., and Zhang, G.: Estimating ground-level PM10 concentration in northwestern China using geographically weighted regression based on satellite AOD combined with CALIPSO and MODIS fire count, Remote Sens Environ, 168, 276-285, 10.1016/j.rse.2015.07.020, 2015. (Q1)

17.                 Zang, Z. L., Hao, Z. L., Pan, X. B., Li, Z. J., Chen, D., Zhang, L., and Li, Q. B.: Background error statistics for aerosol variables from WRF/Chem predictions in Southern California, Asia-Pac J Atmos Sci, 51, 123-135, 10.1007/s13143-015-0063-8, 2015.  (Q3)

18.                 Mao, Y. H., Li, Q. B., Chen, D., Zhang, L., Hao, W. M., and Liou, K. N.: Top-down estimates of biomass burning emissions of black carbon in the Western United States, Atmos Chem Phys, 14, 7195-7211, 10.5194/acp-14-7195-2014, 2014. (Q1)

19.                 Philip, S., Martin, R. V., van Donkelaar, A., Lo, J. W. H., Wang, Y. X., Chen, D., Zhang, L., Kasibhatla, P. S., Wang, S. W., Zhang, Q., Lu, Z. F., Streets, D. G., Bittman, S., and Macdonald, D. J.: Global Chemical Composition of Ambient Fine Particulate Matter for Exposure Assessment, Environ Sci Technol, 48, 13060-13068, 10.1021/es502965b, 2014.  (Q1)

20.                 Bernstein, D. N., Neelin, J. D., Li, Q. B., and Chen, D.: Could aerosol emissions be used for regional heat wave mitigation?, Atmos Chem Phys, 13, 6373-6390, 10.5194/acp-13-6373-2013, 2013. (Q1)

21.                 Kharol, S. K., Martin, R. V., Philip, S., Vogel, S., Henze, D. K., Chen, D., Wang, Y., Zhang, Q., and Heald, C. L.: Persistent sensitivity of Asian aerosol to emissions of nitrogen oxides, Geophys Res Lett, 40, 1021-1026, 10.1002/grl.50234, 2013. (Q1)

22.                 Li, Z., Zang, Z., Li, Q. B., Chao, Y., Chen, D., Ye, Z., Liu, Y., and Liou, K. N.: A three-dimensional variational data assimilation system for multiple aerosol species with WRF/Chem and an application to PM2.5 prediction, Atmos Chem Phys, 13, 4265-4278, 10.5194/acp-13-4265-2013, 2013. (Q1)

23.                 Fu, T. M., Cao, J. J., Zhang, X. Y., Lee, S. C., Zhang, Q., Han, Y. M., Qu, W. J., Han, Z., Zhang, R., Wang, Y. X., Chen, D., and Henze, D. K.: Carbonaceous aerosols in China: top-down constraints on primary sources and estimation of secondary contribution, Atmos Chem Phys, 12, 2725-2746, 10.5194/acp-12-2725-2012, 2012. (Q1)

24.                 van Donkelaar, A., Martin, R. V., Pasch, A. N., Szykman, J. J., Zhang, L., Wang, Y. X. X., and Chen, D.: Improving the Accuracy of Daily Satellite-Derived Ground-Level Fine Aerosol Concentration Estimates for North America, Environ Sci Technol, 46, 11971-11978, 10.1021/es3025319, 2012. (Q1)

25.                 Zhang, L., Jacob, D. J., Knipping, E. M., Kumar, N., Munger, J. W., Carouge, C. C., van Donkelaar, A., Wang, Y. X., and Chen, D.: Nitrogen deposition to the United States: distribution, sources, and processes, Atmos Chem Phys, 12, 4539-4554, 10.5194/acp-12-4539-2012, 2012. (Q1)

26.                 Zhang, L., Li, Q. B., Murray, L. T., Luo, M., Liu, H., Jiang, J. H., Mao, Y., Chen, D., Gao, M., and Livesey, N.: A tropospheric ozone maximum over the equatorial Southern Indian Ocean, Atmos Chem Phys, 12, 4279-4296, 10.5194/acp-12-4279-2012, 2012. (Q1)

27.                 Wang, S. W., Zhang, Q., Streets, D. G., He, K. B., Martin, R. V., Lamsal, L. N., Chen, D., Lei, Y., and Lu, Z.: Growth in NOx emissions from power plants in China: bottom-up estimates and satellite observations, Atmos Chem Phys, 12, 4429-4447, 10.5194/acp-12-4429-2012, 2012. (Q1)

28.                 Barkley, M. P., Palmer, P. I., Ganzeveld, L., Arneth, A., Hagberg, D., Karl, T., Guenther, A., Paulot, F., Wennberg, P. O., Mao, J. Q., Kurosu, T. P., Chance, K., Muller, J. F., De Smedt, I., Van Roozendael, M., Chen, D., Wang, Y. X., and Yantosca, R. M.: Can a "state of the art" chemistry transport model simulate Amazonian tropospheric chemistry?, J Geophys Res-Atmos, 116,10.1029/2011jd015893, 2011. (Q1)

29.                Mao, Y. H., Li, Q. B., Zhang, L., Chen, Y., Randerson, J. T., Chen, D., and Liou, K. N.: Biomass burning contribution to black carbon in the Western United States Mountain Ranges, Atmos Chem Phys, 11, 11253-11266, 10.5194/acp-11-11253-2011, 2011. (Q1)

30.                 Zhang, L., Li, Q. B., Jin, J., Liu, H., Livesey, N., Jiang, J. H., Mao, Y., Chen, D., Luo, M., and Chen, Y.: Impacts of 2006 Indonesian fires and dynamics on tropical upper tropospheric carbon monoxide and ozone, Atmos Chem Phys, 11, 10929-10946, 10.5194/acp-11-10929-2011, 2011. (Q1)

31.                 Wang, S. W., Streets, D. G., Zhang, Q. A., He, K. B., Chen, D., Kang, S. C., Lu, Z. F., and Wang, Y. X.: Satellite detection and model verification of NOx emissions from power plants in Northern China, Environ Res Lett, 5, 10.1088/1748-9326/5/4/044007, 2010. (Q1)

32.                 He, K., Lei, Y., Pan, X., Zhang, Y., Zhang, Q., and Chen, D.: Co-benefits from energy policies in China, Energy, 35, 4265-4272, 10.1016/j.energy.2008.07.021, 2010. (Q1)

33.                 Wang, Y., Hao, J., McElroy, M. B., Munger, J. W., Ma, H., Chen, D. and Nielsen, C. P.: Ozone air quality during the 2008 Beijing Olympics: effectiveness of emission restrictions, Atmos Chem Phys, 9, 5237-5251, 2009. (Q1)

34.                 Zhang, Q., Streets, D. G., Carmichael, G. R., He, K. B., Huo, H., Kannari, A., Klimont, Z., Park, I. S., Reddy, S., Fu, J. S., Chen, D.,Duan, L., Lei, Y., Wang, L. T., and Yao, Z. L.: Asian emissions in 2006 for the NASA INTEX-B mission, Atmos Chem Phys, 9, 5131-5153, 2009. (Q1)

35.                 Liu, Y., Chen, D., Kahn, R. A., and He, K. B.: Review of the applications of Multiangle Imaging SpectroRadiometer to air quality research, Sci China Ser D, 52, 132-144, 10.1007/s11430-008-0149-6, 2009. (Q2)

36.                 Zhang, Q., Streets, D. G., He, K., Wang, Y., Richter, A., Burrows, J. P., Uno, I., Jang, C. J., Chen, D., Yao, Z., and Lei, Y.: NOx emission trends for China, 1995-2004: The view from the ground and the view from space, J Geophys Res-Atmos, 112, 10.1029/2007jd008684, 2007. (Q1)