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Degree:Doctoral Degree in Science
School/Department:环境科学与工程学院

Liao Hong

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Education Level:With Certificate of Graduation for Doctorate Study

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Personal ProfileName: Liao HongDate of Birth: September, 1965Gender: FemaleAdvisor: Doctoral SupervisorTitle: ProfessorPosition: DeanHighest Education: DoctorateWorkplace: School of Environmental Science and EngineeringGraduation: California Institute of Technology, USAOffice Location: Building 1 of the Discipline, Room C204Email: hongliao@nuist.edu.cnMain Research Areas: Atmospheric Environment and Climate Change Educational Background:Bachelor in Meteorology, Department of Geophysics, Peking University, September 1982 - July 1986Master in Atmospheric Dynamics, Department of Geophysics, Peking University, September 1986 - August 1989Ph.D. in Environmental Science and Engineering, California Institute of Technology, USA, September 1995 - September 2001 Work Experience:Assistant Researcher, Chinese Academy of Meteorological Sciences, August 1989 - August 1993Postdoctoral Fellow, California Institute of Technology, USA, October 2001 - September 2002Research Assistant, California Institute of Technology, USA, October 2002 - February 2006Visiting Scientist, Oak Ridge National Laboratory, USA, May 2003 - February 2006Professor, Institute of Atmospheric Physics, Chinese Academy of Sciences, March 2006 - February 2016Professor, Nanjing University of Information Science & Technology, March 2016 – presentPublications:[280]Dai H., H. Liao*, Y. Wang, and J. Qian, Co-occurrence of ozone and PM2.5 pollution in urban/non-urban areas in eastern China from 2013 to 2020: Roles of meteorology and anthropogenic emissions, Science of the Total Environment, in press, doi:10.1016/j.scitotenv.2024.171687, 2024. [PDF][279]Yang H., L. Chen*, H. Liao*, J. Zhu, W. Wang, and X. Li, Weakened aerosol-radiation interaction exacerbating ozone pollution in eastern China since China's clean air actions, Atmos. Chem. Phys., in press, 2024. [PDF][278]Peng W., B. Zhu, H. Kang, K. Chen, W. Lu, C. Lu, N. Kang, J. Hu, H. Chen, and H. Liao, Inconsistent 3-D structures and sources of sulfate ammonium and nitrate ammonium aerosols during cold front episodes, J. Geophys. Res., in press, 2024. [PDF][277]Xu C., Y. Mao, and H. Liao, Future ozone changes and their impacts on vegetation and human health in China under the Shared Socio‐Economic Pathways, J. Geophys. Res., 129, e2023JD040086, doi:10.1029/ 2023JD040086, 2024. [PDF][276]Gu Y., F. Yan, J. Xu, L. Pan, C. Yin, W. Gao, and H. Liao, Observational evidence of the vertical exchange of ozone within the urban planetary boundary layer in Shanghai, China, Atmosphere, 15, 248, doi:10.3390/ atmos15030248, 2024. [PDF][275]Yan F., H. Su, Y. Cheng, R. Huang, H. Liao, T. Yang, Y. Zhu, S. Zhang, L. Sheng, W. Kou, X. Zeng, S. Xiang, X. Yao, H. Gao, and Y. Gao, Frequent haze events associated with transport and stagnation over the corridor between North China Plain and Yangtze River Delta, Atmos. Chem. Phys., 24, 2365-2376, doi:10.5194/acp-24-2365-2024, 2024. [PDF][274]Chen X., K. Li, T. Yang, Z. Yang, X. Wang, B. Zhu, L. Chen, Y. Yang, Z. Wang, and H. Liao, Trends and drivers of aerosol vertical distribution over China from 2013 to 2020: Insights from integrated observations and modeling, Science of the Total Environment, 917, 170485, doi:10.1016/j.scitotenv.2024.170485, 2024. [PDF][273]Bai Y., L. Chen, Z. Feng, J. Zhu, Y. Gu, K. Li, and H. Liao, Historical and future health burden attributable to PM2.5 exposure in China, Atmospheric Environment, 322, 120363, doi:10.1016/j.atmosenv.2024.120363, 2024. [PDF][272]Zhu J., Y. Yang, H. Wang, J. Gao, C. Liu, P. Wang, and H. Liao, Impacts of projected changes in sea surface temperature on ozone pollution in China toward carbon neutrality, Science of the Total Environment, 915, 170024, doi:10.1016/j.scitotenv.2024.170024, 2024. [PDF][271]Gan C., B. Li, J. Dong, Y. Li, Y. Zhao, T. Wang, Y. Yang, and H. Liao, Atmospheric HONO emissions in China: Unraveling the spatiotemporal patterns and their key influencing factors, Environmental Pollution, 343, 123228, doi:10.1016/j.envpol.2023.123228, 2024. [PDF][270]Xu B., J. Jin*, L. Fang, M. Pang, J. Xia, B. Li, and H. Liao*, A decadal atmospheric ammonia reanalysis product in China, Science of the Total Environment, 912, 169053, doi:10.1016/j.scitotenv.2023.169053, 2024. [PDF][269]Yang Y., Y. Zhou, H. Wang, M. Li, H. Li, P. Wang, X. Yue, K. Li, J. Zhu, and H. Liao, Meteorological characteristics of severe ozone pollution events in China and their future predictions, Atmos. Chem. Phys., 24, 1177-1191, doi:10.5194/acp-24-1177-2024, 2024. [PDF][268]Xie B., Y. Yang, H. Wang, P. Wang, and H. Liao, Biomass burning emissions of black carbon over the maritime continent and ENSO variability, J. Clim., 36, 8365–8376, doi:10.1175/JCLI-D-22-0553.1, 2023. [PDF][267]Dang R., D. J. Jacob, S. Zhai, P. Coheur, L. Clarisse, M. V. Damme, D. C. Pendergrass, J. Choi, J. Park, Z. Liu, and H. Liao, Diagnosing the sensitivity of particulate nitrate to precursor emissions using satellite observations of ammonia and nitrogen dioxide, Geophys. Res. Lett., 50, e2023GL105761, doi:10.1029/2023GL105761, 2023. [PDF][266]Wang P., Y. Yang, D. Xue, L. Ren, J. Tang, L. R. Leung, and H. Liao, Aerosols overtake greenhouse gases causing a warmer climate and more weather extremes toward carbon neutrality, Nature Communications, 14:7257, doi:10.1038/s41467-023-42891-2, 2023. [PDF][265]Ni Y., Y. Yang, H. Wang, H. Li, P. Wang, K. Li, and H. Liao, Contrasting changes in ozone during 2019–2021 between eastern and the other regions of China attributed to anthropogenic emissions and meteorological conditions, Science of the Total Environment, 908, 168272, doi:10.1016/j.scitotenv.2023.168272, 2023. [PDF][264]Gao J., Y. Yang, H. Wang, P. Wang, B. Li, J. Li, J. Wei, M. Gao, and H. Liao, Climate responses in China to domestic and foreign aerosol changes due to clean air actions during 2013–2019, npj Climate and Atmospheric Science, 6:160, doi:10.1038/s41612-023-00488-y, 2023. [PDF][263]Chen X., M. Wang, T. He, Z. Jiang, Y. Zhang, L. Zhou, J. Liu, H. Liao, H. Worden, D. Jones, D. Chen, Q. Tan, and Y. Shen, Data- and model-based urban O3 responses to NOx changes in China and United States, J. Geophys. Res., 128, e2022JD038228, doi:10.1029/2022JD038228, 2023. [PDF][262]Chen G., J. Wang, Y. Wang, J. Wang, Y. Jin, Y. Cheng, Y. Yin, H. Liao, A. Ding, S. Wang, J. Hao, and C. Liu, An aerosol optical module with observation-constrained black carbon properties for global climate models, Journal of Advances in Modeling Earth Systems, 15, e2022MS003501, doi:10.1029/2022MS003501, 2023. [PDF][261]Feng W., X. Wang, Z. Shao, H. Liao, Y. Wang, and M. Xie, Time-resolved measurements of PM2.5 chemical composition and brown carbon absorption in Nanjing, East China: Diurnal variations and organic tracer-based PMF analysis, J. Geophys. Res., 128, e2023JD039092, doi:10.1029/2023JD039092, 2023. [PDF][260]Chen L., H. Liao*, K. Li, J. Zhu, Z. Long, X. Yue, Y. Yang, and M. Zhang, Process-Level quantification on opposite PM2.5 changes during the COVID-19 lockdown over the North China Plain, Environ. Sci. Technol. Lett., 10, 779-785, doi:10.1021/acs.estlett.3c00490, 2023. [PDF][259]Zhang X., X. Xiao, F. Wang, Y. Yang, H. Liao, S. Wang, and M. Gao, Discordant future climate-driven changes in winter PM2.5 pollution across India under a warming climate, Elementa: Science of the Anthropocene, 11(1), 00149, doi:10.1525/elementa.2022.00149, 2023. [PDF][258]Xie X., J. Hu, M. Qin, S. Guo, M. Hu, D. Ji, H. Wang, S. Lou, C. Huang, C. Liu, H. Zhang, Q. Ying, H. Liao, and Y. Zhang, Evolution of atmospheric age of particles and its implications for the formation of a severe haze event in eastern China, Atmos. Chem. Phys., 23, 10563-10578, doi:10.5194/acp-23-10563-2023, 2023. [PDF][257]Sun C., B. Li*, L. Chen, Y. Gao, J. Jin, X. Gu, Y. Yang, Y. Lou, Y. Zhao, and H. Liao*, An improved hourly-resolved atmospheric NOx emission inventory of industrial sources based on continuous emission monitoring system data: Case of Jiangsu Province, China, Journal of Cleaner Production, 419, 138192, doi:10.1016/j.jclepro.2023.138192, 2023. [PDF][256]Fang L., J. Jin*, A. Segers, K. Li, B. Xu, W. Han, M. Pang, H. X. Lin, and H. Liao*, A gridded air quality forecast through fusing site-available machine learning predictions from RFSML V1.0 and chemical transport model results from GEOS-Chem V13.1.0 using the ensemble Kalman filter, Geoscientific Model Development, 16, 4867-4882, doi:10.5194/gmd-16-4867-2023, 2023. [PDF][255]Wang Y., H. Liao*, H. Chen, and L. Chen, Future projection of mortality from exposure to PM2.5 and O3 under the carbon neutral pathway: roles of changing emissions and population aging, Geophys. Res. Lett., 50, e2023GL104838, doi:10.1029/2023GL104838, 2023. [PDF][254]Zhao Y., B. Li, J. Dong, Y. Li, X. Wang, C. Gan, Y. Lin, and H. Liao, Improved ammonia emission inventory of fertilizer application for three major crops in China based on phenological data, Science of the Total Environment, 896, 165225, doi:10.1016/j.scitotenv.2023.165225, 2023. [PDF][253]Liu Z., Y. Chen, Y. Wang, C. Liu, S. Liu, and H. Liao, The development and validation of the inhomogeneous wind scheme for urban street (IWSUS-v1), Geoscientific Model Development, 16, 4385-4403, doi:10.5149/gmd-16-4385-2023, 2023. [PDF][252]Brewer J. F. , D. J. Jacob, S. H. Jathar, Y. He, A. Akherati, A. Hodzic, B. A. Nault, P. Campuzano-Jost, J. L. Jimenez, and H. Liao, A scheme for representing aromatic secondary organic aerosols in chemical transport models: application to source attribution of organic aerosols over South Korea during the KORUS-AQ campaign, J. Geophys. Res., 128, e2022JD037257, doi:10.1029/2022JD037257, 2023. [PDF][251]Pang M., J. Jin, A. Segers, H. Jiang, L. Fang, H. Lin, and H. Liao, Dust storm forecasting through coupling LOTOS-EUROS with localized ensemble Kalman filter, Atmos. Environ., 306, 119831, doi:10.1016/j.atmosenv.2023.119831, 2023. [PDF][250]Dong J., B. Li, Y. Li, R. Zhou, C. Gan, Y. Zhao, R. Liu, Y. Yang, T. Wang, and H. Liao, Atmospheric ammonia in China: Long-term spatiotemporal variation, urban-rural gradient, and influencing factors, Science of the Total Environment, 883, 163733, doi:10.1016/j.scitotenv.2023.163733, 2023. [PDF][249]Li P., Y. Yang, H. Wang, S. Li, K. Li, P. Wang, B. Li, and H. Liao, Source attribution of near-surface ozone trends in the United States during 1995–2019, Atmos. Chem. Phys., 23, 5403-5417, doi:10.5194/acp-23-5403-2023, 2023. [PDF][248]Li S., Y. Yang, H. Wang, P. Li, K. Li, L. Ren, P. Wang, B. Li, Y. Mao, and H. Liao, Rapid increase in tropospheric ozone over Southeast Asia attributed to changes in precursor emission source regions and sectors, Atmos. Environ., 304, 119776, doi:10.1016/j.atmosenv.2023.119776, 2023. [PDF][247]Zhu T., M. Tang, M. Gao, X. Bi, J. Cao, H. Che, J. Chen, A. Ding, P. Fu, J. Gao, Y. Gao, M. Ge, X. Ge, Z. Han, H. He, R. Huang, X. Huang, H. Liao, C. Liu, H. Liu, J. Liu, S. Liu, K. Lu, Q. Ma, W. Nie, M. Shao, Y. Song, Y. Sun, X. Tang, T. Wang, T. Wang, W. Wang, X. Wang, Z. Wang, Y. Yin, Q. Zhang, W. Zhang, Y. Zhang, Y. Zhang, Y. Zhao, M. Zheng, B. Zhu, and J. Zhu, Recent progress of atmospheric chemistry research in China: establishing the theoretical framework of air pollution complex, Adv. Atmos. Sci., 40, 1339-1361, doi:10.1007/s00376-00023-02379-00370, 2023. [PDF][246]Zhai S., D. J. Jacob, D. C. Pendergrass, N. K. Colombi, V. Shah, L. H. Yang, Q. Zhang, S. Wang, H. Kim, Y. Sun, J.-S. Choi, J.-S. Park, G. Luo, F. Yu, J.-H. Woo, Y. Kim, J. E. Dibb, T. Lee, J.-S. Han, B. E. Anderson, K. Li, , and H. Liao, Coarse particulate matter air quality in East Asia: implications for fine particulate nitrate, Atmos. Chem. Phys., 23, 4271-4281, doi:10.5194/acp-23-4271-2023, 2023. [PDF][245]Colombi Nr. K., D. J. Jacob, L. H. Yang, S. Zhai, V. S., S. K. Grange, R. M. Yantosca, S. Kim, and H. Liao, Why is ozone in South Korea and the Seoul Metropolitan Area so high and increasing?, Atmos. Chem. Phys., 23, 4031-4044, doi:10.5194/acp-23-4031-2023, 2023. [PDF][244]Tian C., X. Yue, J. Zhu, H. Liao, Y. Yang, L. Chen, X. Zhou, Y. Lei, H. Zhou, and Y. Cao, Projections of fire emissions and the consequent impacts on air quality under 1.5 °C and 2 °C global warming, Environmental Pollution, 323, 121311, doi:10.1016/j.envpol.2023.121311, 2023. [PDF][243]Jin J., L. Fang, H. Liao*, B. Li, A. Segers, W. Han, Y. Wang, K. Li, M. Pang, X. Wu, and H. X. Lin, 4DEnVar-based inversion system for ammonia emission estimation in China through assimilating IASI ammonia retrievals, Environ. Res. Lett., 18, 034005, doi:10.1088/1748-9326/acb835, 2023. [PDF][242]Li J., X. Hao, H. Liao*, H. Dai, N. Li, Y. Gu, R. Dang, B. Li, and Y. Wei, Air pollution mitigation in North China through flexible heating policies, Environ. Res. Lett., 18, 024026, doi:10.1088/1748-9326/acb3e2, 2023. [PDF][241]Chang F., J. Li, N. Li*, and H. Liao*, Stratospheric intrusion may aggravate widespread ozone pollution through both vertical and horizontal advections in eastern China during summer, Front. Environ. Sci., 10:1115746, doi:10.3389/fenvs.2022.1115746, 2023. [PDF][240]Li M., Y. Yang, H. Wang, H. Li, P. Wang, and H. Liao, Ozone pollution in China affected by stratospheric quasi-biennial oscillation, Atmos. Chem. Phys., 23, 1533-1544, doi:10.5194/acp-23-1533-2023, 2023. [PDF][239]Li N., H. Zhang, S. Zhu, H. Liao*, J. Hu, K. Tang, W. Feng, R. Zhang, C. Shi, H. Xu, L. Chen, and J. Li, Secondary PM2.5 dominates aerosol pollution in the Yangtze River Delta region: Environmental and health effects of the Clean air Plan, Environment International, 171, 107725, doi:10.1016/j.envint.2022.107725, 2023. [PDF][238]Li H., Y. Yang, J. Jin, H. Wang, K. Li, P. Wang, and H. Liao, Climate-driven deterioration of future ozone pollution in Asia predicted by machine learning with multisource data, Atmos. Chem. Phys., 23, 1131-1145, doi:10.5194/acp-23-1131-2023, 2023. [PDF][237]Dai H., H. Liao*, K. Li, X. Yue, Y. Yang, J. Zhu, J. Jin, B. Li, and X. Jiang, Composited analyses of the chemical and physical characteristics of co-polluted days by ozone and PM2.5 over 2013–2020 in the Beijing–Tianjin–Hebei region, Atmos. Chem. Phys., 23, 23-39, doi:10.5194/acp-23-23-2023, 2023. [PDF][236]Wang P., Y. Yang, D. Xue, Y. Qu, J. Tang, L. R. Leung, and H. Liao, Increasing Compound Hazards of Tropical Cyclones and Heat Waves Over Southeastern Coast of China Under Climate Warming, J. Clim., 36, 2243-2257, doi:10.1175/JCLI-D-22-0279.1, 2023. [PDF][235]Yang Y., L. Zeng, H. Wang, P. Wang, and H. Liao, Climate effects of future aerosol reductions for achieving carbon neutrality in China, Science Bulletin, 68, 902-905, doi:10.1016/j.scib.2023.03.048, 2023. [PDF][234]Li Y., B. Li, H. Liao, B. Zhou, J. Wei, Y. Wang, Y. Zang, Y. Yang, R. Liu, and X. Wang, Changes in PM2.5-related health burden in China's poverty and non-poverty areas during 2000–2020: A health inequality perspective, Science of the Total Environment, 861, 160517, doi:10.1016/j.scitotenv.2022.160517, 2023. [PDF][233]Liu C., Y. Yang, H. Wang, L. Ren, J. Wei, P. Wang, and H. Liao, Influence of spatial dipole pattern in Asian aerosol changes on East Asian summer monsoon, J. Clim., 36, 1575-1585, doi:10.1175/JCLI-D-22-0335.1, 2023. [PDF][232]Chen L., H. Liao*, J. Zhu, K. Li, Y. Bai, X. Yue, Y. Yang, J. Hu, M. Zhang, Increases in ozone-related mortality in China over 2013–2030 attributed to historical ozone deterioration and future population aging, Science of the Total Environment, 858, 159972, doi:10.1016/j.scitotenv.2022.159972, 2023. [PDF][231]Yang Y., L. Zeng, H. Wang, P. Wang, and H. Liao, Dust pollution in China affected by different spatial and temporal types of El Niño, Atmos. Chem. Phys., 22, 14489-14502, doi:10.5194/acp-22-14489-2022, 2022. [PDF][230]Xu Z., W. Feng, Y. Wang, H. Ye, Y. Wang, H. Liao, and M. Xie, Potential underestimation of ambient brown carbon absorption based on the methanol extraction method and its impacts on source analysis, Atmos. Chem. Phys., 22, 13739-13752, doi:10.5194/acp-22-13739-2022, 2022. [PDF][229]Wang Y., J. Hu, L. Huang, T. Li, X. Yue, X. Xie, H. Liao, K. Chen, and M. Wang, Projecting future health burden associated with exposure to ambient PM2.5 and ozone in China under different climate scenarios, Environment International, 169, 107542, doi:10.1016/j.envint.2022.107542, 2022. [PDF][228]Fang L., J. Jin*, A. Segers, H. X. Lin, M. Pang, C. Xiao, T. Deng, and H. Liao*, Development of a regional feature selection-based machine learning system (RFSML v1.0) for air pollution forecasting over China, Geoscientific Model Development, 15, 7791-7807, doi:10.5194/gmd-15-7791-2022, 2022. [PDF][227]Gao Y., H. Liao*, H. Chen, B. Zhu, J. Hu, X. Ge, L. Chen, J. Li, Composite analysis of aerosol direct radiative effects on meteorology during wintertime severe haze events in the North China Plain, J. Geophys. Res., 127, e2022JD036902, doi:10.1029/2022JD036902, 2022. [PDF][226]Liang L., Z. Han, J. Li, X. Xia, Y. Sun, H. Liao, R. Liu, M. Liang, Y. Gao, R. Zhang, Emission, transport, deposition, chemical and radiative impacts of mineral dust during severe dust storm periods in March 2021 over East Asia, Science of the Total Environment, 852, 158459, doi:10.1016/j.scitotenv.2022.158459, 2022. [PDF][225]Tian C., X. Yue, J. Zhu, H. Liao, Y. Yang, Y. Lei, X. Zhou, H. Zhou, Y. Ma, and Y. Cao, Fire-climate interactions through aerosol radiative effect in a global chemistry-climate-vegetation model, Atmos. Chem. Phys., 22, 12353-12366, doi:10.5194/acp-22-12353-2022, 2022. [PDF][224]Zhou Y., Y. Yang, H. Wang, J. Wang, M. Li, H. Li, P. Wang, J. Zhu, K. Li, and H. Liao, Summer ozone pollution in China affected by the intensity of Asian monsoon systems, Science of the Total Environment, 849, 157785, doi:10.1016/j.scitotenv.2022.157785, 2022. [PDF][223]Gu X., B. Li, C. Sun, H. Liao, Y. Zhao, and Y. Yang, An improved hourly-resolved NOx emission inventory for power plants based on continuous emission monitoring system (CEMS) database: A case in Jiangsu, China, Journal of Cleaner Production, 369, 133176, doi:10.1016/j.jclepro.2022.133176, 2022. [PDF][222]Ren L., Y. Yang, H. Wang, P. Wang, X. Yue, and H. Liao, Widespread wildfires over the western United States in 2020 linked to emissions reductions during COVID-19, Geophys. Res. Lett., 49, e2022GL099308, doi:10.1029/2022GL099308, 2022. [PDF][221]Shi S., B. Zhu, G. Tang, C. Liu, J. An, D. Liu, J. Xu, H. Xu, H. Liao, and Y. Zhang, Observational evidence of aerosol radiation modifying the profiles of photochemical ozone in the lower troposphere, Geophys. Res. Lett., 49, e2022GL099274, doi:10.1029/2022GL099274, 2022. [PDF][220]Sun S., D. Zhou, H. Chen, J. Li, Y. Ren, H. Liao,and Y. Liu, Detectable impacts of the coronavirus disease 2019 (COVID-19) on the urban heat island effect in Wuhan, China, Int. J. Climatol., 42, 8792-8803, doi:10.1002/joc.7771, 2022. [PDF][219]Zhu J., X. Yue, H. Che, X. Xia, Y. Lei, J. Wang, T. Zhao, X. Yu, H. Zhou, and H. Liao, Contribution of fire emissions to PM2.5 and its transport mechanism over the Yungui Plateau, China during 2015-2019, J. Geophys. Res., 127, e2022JD036734, doi:10.1029/2022JD036734, 2022. [PDF][218]Li S., C. Chen, G. Yang, J. Fang, Y. Sun, L. Tang, H. Wang, W. Xiang, H. Zhang, P. L. Croteau, J. T. Jayne, H. Liao, X. Ge, O. Favez, Y. Zhang, Sources and processes of organic aerosol in non-refractory PM1 and PM2.5 during foggy and haze episodes in an urban environment of the Yangtze River Delta, China, Environmental Research, 212, 113557, doi:10.1016/j.envres.2022.113557, 2022. [PDF][217]Cui S., D. Huang, Y. Wu, J. Wang, F. Shen, J. Xian, Y. Zhang, H. Wang, C. Huang, H. Liao, and X. Ge, Chemical properties, sources and size-resolved hygroscopicity of submicron black carbon-containing aerosols in urban Shanghai, Atmos. Chem. Phys., 22, 8073-8096, doi:10.5194/acp-22-8073-2022, 2022. [PDF][216]Li J., X. Hao, H. Liao*, X. Yue, H. Li, X. Long, and N. Li, Predominant type of dust storms that influences air quality over northern China and future projections, Earth's Future, 10, e2022EF002649, doi:10.1029/2022EF002649, 2022. [PDF][215]Gong C., Y. Wang, H. Liao*, P. Wang, J. Jin, and Z. Han, Future co-occurrences of hot days and ozone polluted days over China under scenarios of Shared Socioeconomic Pathways predicted through a machine learning approach, Earth's Future, 10, e2022EF002671, doi:10.1029/2022EF002671, 2022. [PDF][214]Lei Y., X. Yue, Z. Wang, H. Liao, L. Zhang, C. Tian, H. Zhou, J. Zhong, L. Guo, H. Che, and X. Zhang, Mitigating ozone damage to ecosystem productivity through sectoral and regional emission controls: a case study in the Yangtze River Delta, China, Environmental Research Letters, 17, 065008, doi:10.1088/1748-9326/ac6ff7, 2022. [PDF][213]Gao J., Y. Yang, H. Wang, P. Wang, H. Li, M. Li, L. Ren, X. Yue, and H. Liao, Fast climate responses to emission reductions in aerosol and ozone precursors in China during 2013–2017, Atmos. Chem. Phys., 22, 7131-7142, doi:10.5194/acp-22-7131-2022, 2022. [PDF][212]Ouyang H., X. Tang, R. Kumar, R. Zhang, G. Brasseur, B. Churchill, M. Alam, H. Kan, H. Liao, T. Zhu, E. Y. Y. Chan, R. Sokhi, J. Yuan, A. Baklanov, J. Chen, M. K. Patdu, Towards better and healthier air quality: Implementation of WHO 2021 global air quality guidelines in Asia, BAMS, E1696-E1703, doi:10.1175/BAMS-D-22-0040.1, 2022. [PDF][211]Jin J., M. Pang, S. Segers, W. Han, L. Fang, B. Li, H. Feng, H. Lin, and H. Liao*, Inverse modeling of the 2021 spring super dust storms in East Asia, Atmos. Chem. Phys., 22, 6393-6410, doi:10.5194/acp-22-6393-2022, 2022. [PDF][210]Qian J., H. Liao*, Y. Yang, K. Li, L. Chen, and J. Zhu, Meteorological influences on daily variation and trend of summertime surface ozone over years of 2015–2020: Quantification for cities in the Yangtze River Delta, Science of the Total Environment, 834, 155107, doi:10.1016/j.scitotenv.2022.155107, 2022. [PDF][209]Zhang H., N. Li*, K. Tang, H. Liao*, C. Shi, C. Huang, H. Wang, G. Guo, M. Hu, X. Ge, M. Chen, Z. Liu, H. Yu, and J. Hu, Estimation of Secondary PM2.5 in China and the United States using a Multi-Tracer Approach, Atmos. Chem. Phys., 22, 5495-5514, doi:10.5194/acp-22-5495-2022, 2022. [PDF][208]Li J., X. Hao, H. Liao*, Y. Wang, W. Cai, K. Li, X. Yue, Y. Yang, H. Chen, Y. Mao, Y. Fu, L. Chen, and J. Zhu, Winter particulate pollution severity in North China driven by atmospheric teleconnections, Nature Geoscience, 15, 349-355, doi:10.1038/s41561-022-00933-2, 2022. [PDF][207]Wang P., Y. Yang, H. Li, L. Chen, R. Dang, D. Xue, B. Li, J. Tang, L. R. Leung, and H. 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