姜哲，中国科学技术大学特任研究员，博士生导师。2013年于加拿大多伦多大学获得博士学位，2013至2017年在美国加州理工学院、国家大气研究中心（NCAR）从事博士后研究。2017年入职中国科学技术大学地球和空间科学学院。近期主要研究兴趣在于资料同化和深度学习模式的发展及融合，以建立更好的使用大气观测数据的研究方法，并以此为工具研究大气环境演化。迄今为止发表研究论文50余篇，75%为中科院SCI一区或Nature Index期刊，其中包含PNAS和NSR在内的第一或通讯作者论文26篇。

第一或通讯作者论文 (# = 共同一作；* = 通讯作者):

 

Wang, M.#, Chen, X.#, Jiang, Z.*, He, T. L.*, Jones, D., Liu, J. and Shen, Y., 2024. Meteorological and anthropogenic drivers of surface ozone change in the North China Plain in 2015-2021. Sci. Total Environ., 906, 167763. https://doi.org/10.1016/j.scitotenv.2023.167763.

Han, W.#, He, T.#, Jiang, Z.*, Zhu, R., Jones, D., Miyazaki, K. and Shen, Y., 2023. The capability of deep learning model to predict ozone across continents in China, the United States and Europe. Geophys. Res. Lett., 50, e2023GL104928. https://doi.org/10.1029/2023gl104928.

Zhu, R., Tang, Z., Chen, X., Liu, X. and Jiang, Z.*, 2023. Rapid O₃ assimilations – Part 2: Tropospheric O₃ changes accompanied by declining NO_x emissions in the USA and Europe in 2005–2020. Atmos. Chem. Phys., 23, 9745-9763. https://doi.org/10.5194/acp-23-9745-2023.

Zhu, R., Tang, Z., Chen, X., Liu, X. and Jiang, Z.*, 2023. Rapid O₃ assimilations – Part 1: Background and local contributions to tropospheric O₃ changes in China in 2015–2020. Geosci. Model Dev., 16, 6337-6354. https://doi.org/10.5194/gmd-16-6337-2023.

Tang, Z., Jiang, Z.*, Chen, J., Yang, P. and Shen, Y., 2023. The capabilities of the adjoint of GEOS-Chem model to support HEMCO emission inventories and MERRA-2 meteorological data. Geosci. Model Dev., 16, 6377-6392. https://doi.org/10.5194/gmd-16-6377-2023.

Chen, X.#, Wang, M.#, He, T. L., Jiang, Z.*, Zhang, Y., Zhou, L.*, Liu, J., Liao, H., Worden, H., Jones, D., Chen, D., Tan, Q. and Shen, Y., 2023. Data‐ and Model‐Based Urban O₃ Responses to NO_x Changes in China and the United States. J. Geophys. Res.-Atmos., 128, e2022JD038228. https://doi.org/10.1029/2022jd038228.

Tang, Z., Chen, J. and Jiang, Z.*, 2022. Discrepancy in assimilated atmospheric CO over East Asia in 2015–2020 by assimilating satellite and surface CO measurements. Atmos. Chem. Phys., 22, 7815-7826. https://doi.org/10.5194/acp-22-7815-2022.

Han, W.#, He, T.-L.#, Tang, Z., Wang, M., Jones, D. and Jiang, Z.*, 2022. A comparative analysis for a deep learning model (hyDL-CO v1.0) and Kalman filter to predict CO concentrations in China. Geosci. Model Dev., 15, 4225-4237. https://doi.org/10.5194/gmd-15-4225-2022.

Chen, J., Jiang, Z.*, Li, R., Liao, C., Miyazaki, K. and Jones, D. B. A., 2022. Large discrepancy between observed and modeled wintertime tropospheric NO₂ variabilities due to COVID-19 controls in China. Environ. Res. Let., 17, 035007. https://doi.org/10.1088/1748-9326/ac4ec0.

Jiang, Z.*#, Zhu, R.#, Miyazaki, K., McDonald, B. C., Klimont, Z., Zheng, B., Boersma, K. F., Zhang, Q., Worden, H., Worden, J. R., Henze, D. K., Jones, D. B. A., Denier van der Gon, H. A. C. and Eskes, H., 2022. Decadal Variabilities in Tropospheric Nitrogen Oxides Over United States, Europe, and China. J. Geophys. Res.-Atmos., 127, e2021JD035872. https://doi.org/10.1029/2021jd035872.

Chen, X., Jiang, Z.*, Shen, Y., Li, R., Fu, Y., Liu, J.*, Han, H., Liao, H.*, Cheng, X., Jones, D. B. A., Worden, H. and Abad, G. G., 2021. Chinese Regulations Are Working—Why Is Surface Ozone Over Industrialized Areas Still High? Applying Lessons From Northeast US Air Quality Evolution. Geophys. Res. Lett., 48, e2021GL092816. https://doi.org/10.1029/2021gl092816.

Zhang, Y.#, Bo, H.#, Jiang, Z.#, Wang, Y., Fu, Y., Cao, B., Wang, X., Chen, J. and Li, R.*, 2021. Untangling the contributions of meteorological conditions and human mobility to tropospheric NO₂ in Chinese mainland during the COVID-19 pandemic in early 2020. Natl. Sci. Rev., 8, nwab061. https://doi.org/10.1093/nsr/nwab061.

Jiang, Z.*, McDonald, B. C., Worden, H., Worden, J. R., Miyazaki, K., Qu, Z., Henze, D. K., Jones, D. B. A., Arellano, A. F., Fischer, E. V., Zhu, L. and Boersma, K. F., 2018. Unexpected slowdown of US pollutant emission reduction in the past decade. Proc. Natl. Acad. Sci. USA, 115, 5099-5104. https://doi.org/10.1073/pnas.1801191115.

Jiang, Z.*, Worden, J. R., Worden, H., Deeter, M., Jones, D. B. A., Arellano, A. F. and Henze, D. K., 2017. A 15-year record of CO emissions constrained by MOPITT CO observations. Atmos. Chem. Phys., 17, 4565-4583. https://doi.org/10.5194/acp-17-4565-2017.

Jiang, Z.*, Worden, J. R., Payne, V. H., Zhu, L. Y., Fischer, E., Walker, T. and Jones, D. B. A., 2016. Ozone export from East Asia: The role of PAN. J. Geophys. Res.-Atmos., 121, 6555-6563. https://doi.org/10.1002/2016jd024952.

Jiang, Z.*, Miyazaki, K., Worden, J. R., Liu, J. J., Jones, D. B. A. and Henze, D. K., 2016. Impacts of anthropogenic and natural sources on free tropospheric ozone over the Middle East. Atmos. Chem. Phys., 16, 6537-6546. https://doi.org/10.5194/acp-16-6537-2016.

Jiang, Z.*, Jones, D. B. A., Worden, J., Worden, H. M., Henze, D. K. and Wang, Y. X., 2015. Regional data assimilation of multi-spectral MOPITT observations of CO over North America. Atmos. Chem. Phys., 15, 6801-6814. https://doi.org/10.5194/acp-15-6801-2015.

Jiang, Z.*, Jones, D. B. A., Worden, H. M. and Henze, D. K., 2015. Sensitivity of top-down CO source estimates to the modeled vertical structure in atmospheric CO. Atmos. Chem. Phys., 15, 1521-1537. https://doi.org/10.5194/acp-15-1521-2015.

Jiang, Z.*, Worden, J. R., Jones, D. B. A., Lin, J. T., Verstraeten, W. W. and Henze, D. K., 2015. Constraints on Asian ozone using Aura TES, OMI and Terra MOPITT. Atmos. Chem. Phys., 15, 99-112. https://doi.org/10.5194/acp-15-99-2015.

Jiang, Z.*, Jones, D. B. A., Worden, H. M., Deeter, M. N., Henze, D. K., Worden, J., Bowman, K. W., Brenninkmeijer, C. A. M. and Schuck, T. J., 2013. Impact of model errors in convective transport on CO source estimates inferred from MOPITT CO retrievals. J. Geophys. Res.-Atmos., 118, 2073-2083. https://doi.org/10.1002/jgrd.50216.

Jiang, Z.*, Jones, D. B. A., Kopacz, M., Liu, J., Henze, D. K. and Heald, C., 2011. Quantifying the impact of model errors on top-down estimates of carbon monoxide emissions using satellite observations. J. Geophys. Res.-Atmos., 116. https://doi.org/10.1029/2010jd015282.

Jiang, Z.*, Suqing, D. and Zhao, X., 2005. Manipulation of tunnelling in a quantum dot array. Journal of Physics: Condensed Matter, 17, 4207-4222. https://doi.org/10.1088/0953-8984/17/26/018.

Jiang, Z.*, Suqing, D. and Zhao, X.-G., 2005. Dynamical localization of double quantum dots with two levels. Physics Letters A, 340, 309-314. https://doi.org/10.1016/j.physleta.2005.03.076.

Jiang, Z.*, Suqing, D. and Zhao, X.-G., 2005. Localization of two interacting electrons in quantum dot array. Physics Letters A, 337, 241-246. https://doi.org/10.1016/j.physleta.2005.01.050.

Jiang, Z.*, Suqing, D. and Zhao, X.-G., 2004. Dynamical localization of a square quantum dot molecule under magnetic and electric fields. Physics Letters A, 333, 132-141. https://doi.org/10.1016/j.physleta.2004.10.017.

Jiang, Z.*, Suqing, D. and Zhao, X.-G., 2004. Dynamical localization of quantum system: long-time averaged occupation probability method. Physics Letters A, 330, 260-266. https://doi.org/10.1016/j.physleta.2004.07.067.

 

合作论文：

 

Zhu, H., Li, R., Yang, S., Zhao, C., Jiang, Z. and Huang, C., 2023. The impacts of dust aerosol and convective available potential energy on precipitation vertical structure in southeastern China as seen from multisource observations. Atmos. Chem. Phys., 23, 2421-2437. https://doi.org/10.5194/acp-23-2421-2023.

He, T.-L., Jones, D. B. A., Miyazaki, K., Bowman, K. W., Jiang, Z., Chen, X., Li, R., Zhang, Y. and Li, K., 2022. Inverse modelling of Chinese NO_x emissions using deep learning: integrating in situ observations with a satellite-based chemical reanalysis. Atmos. Chem. Phys., 22, 14059-14074. https://doi.org/10.5194/acp-22-14059-2022.

He, T.-L., Jones, D. B. A., Miyazaki, K., Huang, B., Liu, Y., Jiang, Z., White, E. C., Worden, H. M. and Worden, J. R., 2022. Deep learning to evaluate US NO_x emissions using surface ozone predictions. J. Geophys. Res.-Atmos., e2021JD035597. https://doi.org/10.1029/2021jd035597.

Qu, Z., Henze, D. K., Worden, H. M., Jiang, Z., Gaubert, B., Theys, N. and Wang, W., 2022. Sector‐Based Top‐Down Estimates of NOx, SO2, and CO Emissions in East Asia. Geophys. Res. Lett., 49, e2021GL096009. https://doi.org/10.1029/2021gl096009.

Zhang, Y., Shindell, D., Seltzer, K., Shen, L., Lamarque, J.-F., Zhang, Q., Zheng, B., Xing, J., Jiang, Z. and Zhang, L., 2021. Impacts of emission changes in China from 2010 to 2017 on domestic and intercontinental air quality and health effect. Atmos. Chem. Phys., 21, 16051-16065. https://doi.org/10.5194/acp-21-16051-2021.

Bloom, A. A., Bowman, K. W., Liu, J., Konings, A. G., Worden, J. R., Parazoo, N. C., Meyer, V., Reager, J. T., Worden, H. M., Jiang, Z., Quetin, G. R., Smallman, T. L., Exbrayat, J.-F., Yin, Y., Saatchi, S. S., Williams, M. and Schimel, D. S., 2020. Lagged effects regulate the inter-annual variability of the tropical carbon balance. Biogeosciences, 17, 6393-6422. https://doi.org/10.5194/bg-17-6393-2020.

Elguindi, N., Granier, C., Stavrakou, T., Darras, S., Bauwens, M., Cao, H., Chen, C., Denier van der Gon, H. A. C., Dubovik, O., Fu, T. M., Henze, D. K., Jiang, Z., Keita, S., Kuenen, J. J. P., Kurokawa, J., Liousse, C., Miyazaki, K., Müller, J. F., Qu, Z., Solmon, F. and Zheng, B., 2020. Intercomparison of Magnitudes and Trends in Anthropogenic Surface Emissions From Bottom‐Up Inventories, Top‐Down Estimates, and Emission Scenarios. Earth's Future, 8, e2020EF001520. https://doi.org/10.1029/2020ef001520.

Miyazaki, K., Bowman, K., Sekiya, T., Jiang, Z., Chen, X., Eskes, H., Ru, M., Zhang, Y. and Shindell, D., 2020. Air quality response in China linked to the 2019 novel coronavirus (COVID‐19) lockdown. Geophys. Res. Lett., 47. https://doi.org/10.1029/2020gl089252.

Yin, Y., Bloom, A. A., Worden, J., Saatchi, S., Yang, Y., Williams, M., Liu, J., Jiang, Z., Worden, H., Bowman, K., Frankenberg, C. and Schimel, D., 2020. Fire decline in dry tropical ecosystems enhances decadal land carbon sink. Nat. Commun., 11, 1900. https://doi.org/10.1038/s41467-020-15852-2.

Zhang, X., Liu, J., Han, H., Zhang, Y., Jiang, Z., Wang, H., Meng, L., Li, Y. C. and Liu, Y., 2020. Satellite-Observed Variations and Trends in Carbon Monoxide over Asia and Their Sensitivities to Biomass Burning. Remote. Sens., 12. https://doi.org/10.3390/rs12050830.

Worden, H. M., Bloom, A. A., Worden, J. R., Jiang, Z., Marais, E. A., Stavrakou, T., Gaubert, B. and Lacey, F., 2019. New constraints on biogenic emissions using satellite-based estimates of carbon monoxide fluxes. Atmos. Chem. Phys., 19, 13569-13579. https://doi.org/10.5194/acp-19-13569-2019.

Zhang, X., Jones, D. B. A., Keller, M., Walker, T. W., Jiang, Z., Henze, D. K., Worden, H. M., Bourassa, A. E., Degenstein, D. A. and Rochon, Y. J., 2019. Quantifying emissions of CO and NO_x using observations from MOPITT, OMI, TES, and OSIRIS. J. Geophys. Res.-Atmos., 124, 1170-1193. https://doi.org/10.1029/2018jd028670.

Liu, J., Bowman, K., Parazoo, N. C., Bloom, A. A., Wunch, D., Jiang, Z., Gurney, K. R. and Schimel, D., 2018. Detecting drought impact on terrestrial biosphere carbon fluxes over contiguous US with satellite observations. Environ. Res. Let., 13. https://doi.org/10.1088/1748-9326/aad5ef.

Fischer, E. V., Zhu, L., Payne, V. H., Worden, J. R., Jiang, Z., Kulawik, S. S., Brey, S., Hecobian, A., Gombos, D., Cady-Pereira, K. and Flocke, F., 2018. Using TES retrievals to investigate PAN in North American biomass burning plumes. Atmos. Chem. Phys., 18, 5639-5653. https://doi.org/10.5194/acp-18-5639-2018.

Worden, J. R., Bloom, A. A., Pandey, S., Jiang, Z., Worden, H. M., Walker, T. W., Houweling, S. and Rockmann, T., 2017. Reduced biomass burning emissions reconcile conflicting estimates of the post-2006 atmospheric methane budget. Nat. Commun., 8, 2227. https://doi.org/10.1038/s41467-017-02246-0.

Bowman, K. W., Liu, J., Bloom, A. A., Parazoo, N. C., Lee, M., Jiang, Z., Menemenlis, D., Gierach, M. M., Collatz, G. J., Gurney, K. R. and Wunch, D., 2017. Global and Brazilian Carbon Response to El Niño Modoki 2011-2010. Earth Space Sci., 4, 637-660. https://doi.org/10.1002/2016ea000204.

Liu, J., Bowman, K. W., Schimel, D. S., Parazoo, N. C., Jiang, Z., Lee, M., Bloom, A. A., Wunch, D., Frankenberg, C., Sun, Y., O'Dell, C. W., Gurney, K. R., Menemenlis, D., Gierach, M., Crisp, D. and Eldering, A., 2017. Contrasting carbon cycle responses of the tropical continents to the 2015-2016 El Nino. Science, 358. https://doi.org/10.1126/science.aam5690.

Payne, V. H., Fischer, E. V., Worden, J. R., Jiang, Z., Zhu, L., Kurosu, T. P. and Kulawik, S. S., 2017. Spatial variability in tropospheric peroxyacetyl nitrate in the tropics from infrared satellite observations in 2005 and 2006. Atmos. Chem. Phys., 17, 6341-6351. https://doi.org/10.5194/acp-17-6341-2017.

Zhu, L., Payne, V. H., Walker, T. W., Worden, J. R., Jiang, Z., Kulawik, S. S. and Fischer, E. V., 2017. PAN in the eastern Pacific free troposphere: A satellite view of the sources, seasonality, interannual variability, and timeline for trend detection. J. Geophys. Res.-Atmos., 122, 3614-3629. https://doi.org/10.1002/2016jd025868.

Whaley, C. H., Strong, K., Jones, D. B. A., Walker, T. W., Jiang, Z., Henze, D. K., Cooke, M. A., McLinden, C. A., Mittermeier, R. L., Pommier, M. and Fogal, P. F., 2015. Toronto area ozone: Long-term measurements and modeled sources of poor air quality events. J. Geophys. Res.-Atmos., 120, 11368-11390. https://doi.org/10.1002/2014JD022984.

Zhu, L., Fischer, E. V., Payne, V. H., Worden, J. R. and Jiang, Z., 2015. TES observations of the interannual variability of PAN over Northern Eurasia and the relationship to springtime fires. Geophys. Res. Lett., 42, 7230-7237. https://doi.org/10.1002/2015gl065328.

Mao, Y. H., Li, Q. B., Henze, D. K., Jiang, Z., Jones, D. B. A., Kopacz, M., He, C., Qi, L., Gao, M., Hao, W. M. and Liou, K. N., 2015. Estimates of black carbon emissions in the western United States using the GEOS-Chem adjoint model. Atmos. Chem. Phys., 15, 7685-7702. https://doi.org/10.5194/acp-15-7685-2015.

Bloom, A. A., Worden, J., Jiang, Z., Worden, H., Kurosu, T., Frankenberg, C. and Schimel, D., 2015. Remote-sensing constraints on South America fire traits by Bayesian fusion of atmospheric and surface data. Geophys. Res. Lett., 42, 1268-1274. https://doi.org/10.1002/2014gl062584.

Wecht, K. J., Jacob, D. J., Frankenberg, C., Jiang, Z. and Blake, D. R., 2014. Mapping of North American methane emissions with high spatial resolution by inversion of SCIAMACHY satellite data. J. Geophys. Res.-Atmos., 119, 7741-7756. https://doi.org/10.1002/2014jd021551.

Worden, J., Jiang, Z., Jones, D. B. A., Alvarado, M., Bowman, K., Frankenberg, C., Kort, E. A., Kulawik, S. S., Lee, M., Liu, J., Payne, V., Wecht, K. and Worden, H., 2013. El Niño, the 2006 Indonesian peat fires, and the distribution of atmospheric methane. Geophys. Res. Lett., 40, 4938-4943. https://doi.org/10.1002/grl.50937.

Parrington, M., Palmer, P. I., Henze, D. K., Tarasick, D. W., Hyer, E. J., Owen, R. C., Helmig, D., Clerbaux, C., Bowman, K. W., Deeter, M. N., Barratt, E. M., Coheur, P. F., Hurtmans, D., Jiang, Z., George, M. and Worden, J. R., 2012. The influence of boreal biomass burning emissions on the distribution of tropospheric ozone over North America and the North Atlantic during 2010. Atmos. Chem. Phys., 12, 2077-2098. https://doi.org/10.5194/acp-12-2077-2012.

[1] 1998-2002 本科， 山西大学

[2] 2002-2005 硕士， 中国工程物理研究院

[3] 2006-2007 硕士， University of Toronto, Canada

[4] 2007-2013 博士， University of Toronto, Canada

[1] 2013-2016 Postdoc, JPL/California Institute of Technology, USA

[2] 2016-2017 Postdoc, National Center for Atmospheric Research (NCAR), USA

[3] 2017-今 研究员 中国科学技术大学

深度学习模式发展和应用

资料同化技术发展和应用

大气化学输运模式模拟