科学研究

研究成果

  • 大气化学模式加速算法开发


    Shen, L.*, Jacob, D. J., Santillana, M., Bates, K., Zhuang, J., and Chen, W.: A machine-learning-guided adaptive algorithm to reduce the computational cost of integrating kinetics in global atmospheric chemistry models: application to GEOS-Chem versions 12.0.0 and 12.9.1, Geosci. Model Dev., 15, 1677–1687, https://doi.org/10.5194/gmd-15-1677-2022, 2022.


    Shen, L.*, D.J. Jacob, M. Santillana, X. Wang, and W. Chen: An adaptive method for speeding up the numerical integration of chemical mechanisms in atmospheric chemistry models, Geosci. Model Dev., 13, 2475–2486, https://doi.org/10.5194/gmd-13-2475-2020, 2020


    大气成分卫星遥感(CH4, O3, HCHO)


    Shen, L.*, Zavala-Araiza, D., Gautam, R.*, Omara, M., Scarpelli, T., Sheng, J., Sulprizio, M.P., Zhuang, J., Zhang, Y., Qu, Z. and Lu, X., 2021. Unravelling a large methane emission discrepancy in Mexico using satellite observations. Remote Sens. Environ., 260, p.112461.


    Shen, L.*, Jacob, D. J., Liu, X., Huang, G., Li, K., Liao, H., and Wang, T.: An evaluation of the ability of the Ozone Monitoring Instrument (OMI) to observe boundary layer ozone pollution across China: application to 2005–2017 ozone trends, Atmos. Chem. Phys., 19, 6551–6560, https://doi.org/10.5194/acp-19-6551-2019, 2019.


    Shen, L.*, D.J. Jacob, L. Zhu, Q. Zhang, B. Zheng, M.P. Sulprizio, K. Li, I. De Smedt, G. Gonzalo Abad, H. Cao, T.-M. Fu, and H. Liao: The 2005-2016 trends of formaldehyde columns over China observed by satellites: increasing anthropogenic emissions of volatile organic compounds and decreasing agricultural fire emissions, 46, Geophys. Res. Lett., https://doi.org/10.1029/2019GL082172, 2019.


    大气环境极端污染事件


    Pendergrass D.C., Shen L.*, Jacob D. J.: Mickley L. J., Predicting the impact of climate change on severe wintertime particulate pollution events in Beijing using extreme value theory, Geophys. Res. Lett., 46(3), https://doi.org/10.1029/2018GL080102, 2019.


    Shen, L.*, Jacob, D. J., Mickley, L. J., Wang, Y., and Zhang, Q.: Insignificant effect of climate change on winter haze pollution in Beijing, Atmos. Chem. Phys., 18, 17489-17496, http://sci-hub.tw/10.5194/acp-18-17489-2018, 2018.


    Shen, L.*, and Mickley, L.J.: Seasonal prediction of US summertime ozone using statistical analysis of large-scale climate patterns. Proc. Natl. Acad. Sci. U.S.A., 114(10), 2491-2496, 2017.


    Shen L.*, Mickley L.J., Leibensperger E., and Li M. Strong dependenceof U.S. summertime air quality on the decadal variability of Atlantic sea surface temperatures. Geophys. Res. Lett., 44, https://doi.org/10.1002/2017GL075905, 2017.


    Shen L*. and Mickley L.J. Effects of El Niño on summertime ozone air quality in the eastern United States. Geophys. Res. Lett,, 44. https:// doi.org/10.1002/2017GL076150, 2017.


    Shen L.*, Mickley L.J., and Murray L. Influence of 2000-2050 climate change on PM2.5 concentrations in the United States: statistical inference vs. chemistry models. Atmos. Chem. Phys., 17, 4355-4367, doi:10.5194/acp-17-4355-2017, 2017.


    Shen L.*, Mickley L.J., and Gilleland E. Impact of increasing heatwaves on US ozone episodes in the 2050s: Results from a multi-model analysis using extreme value theory. Geophys. Res. Lett., 43 (8), 4017-4025, 2016.


    Shen L.*, Mickley L.J., and Tai A.P.K. Influence of synoptic patterns on surface ozone variability over the eastern United States from 1980 to 2012. Atmos. Chem. Phys., 15(19), 10925-10938, 2015.


    Shen, L.* and Wang, Y., 2012. Changes in tropospheric ozone levels over the Three Representative Regions of China observed from space by the Tropospheric Emission Spectrometer (TES), 2005–2010. Chinese Science Bulletin, 57(22), 2865-2871, 2012.