Recent publications

Journal Publications

Representative Articles

  1. Wang, X. (1); Liu, H. (1)#; Lv, Z.; Deng, F.; Xu H.; Qi, L.; Shi, M.; Zhao, J.; Zheng, S.; Man, H.; He, K.. Trade-linked shipping CO2 emissions. Nature Climate Change 2021, 11, 945–951 PDF
  2. Lv, Z.(1); Wang, X.(1); Deng, F.; Ying, Q.; Archibaldc, A.; L.Jones, R.; Ding, Y.; Cheng, Y.; Fu, M.; Liu, Y.; Man, H.; Xue, Z.; He,K.; Hao, J.; Liu, H.#. Source–Receptor Relationship Revealed by the Halted Traffic and Aggravated Haze in Beijing during the COVID-19 Lockdown. Environmental Science & Technology 2020, 54(24): 15660–15670. PDF
  3. Deng, F.; Lv, Z.; Qi, L.; Wang, X.; Shi, M.; Liu, H.#.A big data approach to improving the vehicle emission inventory in China. Nature Communications 2020, 11: 2801. PDF
  4. Liu, H.; Meng, Z.; Lv, Z.; Wang, X.; Deng, F.; Liu,Y.; Zhang, Y.; Shi, M.; Zhang, Q.; He, K.#. Emissions and health impacts from global shipping embodied in US–China bilateral trade. Nature Sustainability 2019, 2(11): 1027–1033. PDF Nature Sustainability Community -» Behind the Paper
  5. Li, M.##; Liu, H.##; Geng, G.; Hong, C.; Liu, F.; Song, Y.; Tong, D.; Zheng, B.; Cui, H.; Man, H.; Zhang, Q.#; He, K.#. Anthropogenic emission inventories in China: a review. National Science Review 2017, 4(6): 834-866. PDF
  6. Liu, H.; Fu, M.; Jin, X.; Shang, Y.; Shindell, D.; Faluvegi, G.; Shindell, C.; He, K.#. Health and climate impacts of ocean-going vessels in East Asia. Nature Climate Change 2016, 6(11): 1037-1042. PDF

2025

  1. Gao, F., Cai, Z., Luo, Z., Zhao, J., Zheng, S., Wang, L., . . . Liu, H. Features of particle-phase PAHs from traffic emissions using tunnel measurement and urban roadside observation in China. Environmental Pollution, 2025. PDF
  2. Luo, Z., He, T., Lv, Z., Zhao, J., Zhang, Z., Wang, Y., . . . Liu, H. Insights into transportation CO2 emissions with big data and artificial intelligence. Patterns, 2025. PDF
  3. Peng, X., Yi, W., Zhang, H., He, K., & Liu, H. The carbon emission reduction roadmap and policy of inland river ships in the yangtze river basin. Journal of Cleaner Production, 2025. PDF
  4. Wang, X., Liu, H., Zhang, J., Fu, X., Chen, D., Zhang, W., . . . He, K. Global shipping emissions from 1970 to 2021: Structural and spatial change driven by trade dynamics. One Earth, 2025. PDF
  5. Xie, R., Xing, Q., Gao, J., Wang, X., Xu, W., Lv, Z., . . . Liu, H. Investigation on the effect of ship emissions on the air quality: A case study in Hainan Island, China. Journal of Environmental Sciences, 2025. PDF
  6. Yi, W., Wang, X., He, T., Liu, H., Luo, Z., Lv, Z., & He, K. The high-resolution global shipping emission inventory by the Shipping Emission Inventory Model (SEIM). Earth Syst. Sci. Data, 2025. PDF
  7. Zhang, W., Yi, W., He, T., Peng, X., Xing, Q., Wu, X., . . . Hao, J. Ship emissions and reduction potential under domestic policies and international cooperation: A case study in Hainan, China. Journal of Environmental Sciences, 2025. PDF

2024

  1. Luo Z.(1)；Lv Z.(1)；Zhao J.；Sun H.；He T.；Yi W.；Zhang Z.；He K.；Liu H.#; Shipping-related pollution decreased but mortality increased in Chinese port cities. Nature Cities, 2024. PDF
  2. Peng X.；Ding Y.；Yi W.；Laroussi I.；He T.；He K.；Liu H.#; The inland waterway ship emission inventory modeling: The Yangtze River case. Transportation Research Part D: Transport and Environment, 2024
  3. Liu H.(1) #；Yi W.(1)；Jalkanen J.-P.；Luo Z.；Majamäki E.；Matthias V.；Moldanová J.；Shi Z.；He K.; Atmospheric impacts and regulation framework of shipping emissions: achievements, challenges and frontiers. Fundamental Research, 2024.
  4. Zhang Z.；Man H.；Zhao J.；Huang W.；Huang C.；Jing S.；Luo Z.；Zhao X.；Chen D.；He K.；Liu H.#; VOC and IVOC Emission Features and Inventory of Motorcycles in China. Journal of Hazardous Materials, 2024.
  5. Luo Z.；He T.；Yi W.；Zhao J.；Zhang Z.；Wang Y.；Liu H.#；He K. Advancing shipping NOx pollution estimation through a satellite-based approach. PNAS Nexus, 2024. PDF

2023

  1. Wang Y.(1)；Li Q.(1)；Luo Z.；Zhao J.；Lv Z.；Deng Q.；Liu J.；Ezzati M.；Baumgartner J.；Liu H.#；He K.#; Ultra-high-resolution mapping of ambient fine particulate matter to estimate human exposure in Beijing. Communications earth & environment, 2023.
  2. Zhang S. et al; The 2023 China report of the Lancet Countdown on health and climate change: taking stock for a thriving future. The Lancet Public Health, 2023/
  3. Sun H.(1)；Zhao J.(1)；Liu X.；Qiu M.；Shen H.；Guillas S.；Giorio C.；Staniaszek Z.；Yu P.；Wan M.W.L.；Chim M.M.；van Daalen K.R.；Li Y.；Liu Z.；Xia M.；Ke S.；Zhao H.；Wang H.；He K.；Liu H.#；Guo Y.#；Archibald A.T.#;Antagonism between ambient ozone increase and urbanizationoriented population migration on Chinese cardiopulmonary mortality.The Innovation.2023.
  4. Zhang Z.(1)；Zhao J.(1)；Man H.；Q L.；Yin H.；Lv Z.；Jiang Y.；Dong J.；Zeng M.；Cai Z.；Luo Z.；He K.；Liu H.#; Updating Emission Inventories for Vehicular Organic Gases: Indications from Cold-Start and Temperature Effects on Advanced Technology Cars. Science of the Total Environment. 2023.
  5. Asad Ali Shaikh (1); He, T,(1); Deng, F.; Luo, Z.; Zhao, J.; Zhang, Z.; Liu, H.#; Altitude-dependent gaseous emissions from freight trucks along the China-Pakistan Economic Corridor in Pakistan, Environmental Science and Ecotechnology 2023. PDF

2022

  1. Lv, Z.(1); Luo, Z.(1); Deng, F.; Wang, X.; Zhao, J.; Xu, L.; He, T.; Zhang, Y.; Liu, H.#; He, K.; Development and application of a multi-scale modeling framework for urban high-resolution NO2 pollution mapping, Atmospheric Chemistry and Physics 2022. PDF
  2. Zhao, J.(1); Lv, Z.(1); Qi, L.; Zhao, B.; Deng, F.; Chang, X.; Wang, X.; Luo, Z.; Zhang, Z.; Xu, H.; Ying, Q.; Wang, S.; He, K.; Liu, H.#; Comprehensive Assessment for the Impacts of S/IVOC Emissions from Mobile Sources on SOA Formation in China, Environmental Science&Technology, 2022. PDF
  3. Zhao, J.(1); Qi, L.(1); Lv, Z.; Wang, X.; Deng, F.; Zhang, Z.; Luo, Z.; Bie, P.; He, K.; Liu, H.#; An updated comprehensive IVOC emission inventory for mobile sources in China. Science of the Total Environment, 2022. PDF
  4. Cai, W. et al. The 2022 China report of the Lancet Countdown on health and climate change: leveraging climate actions for healthy ageing. The Lancet Public Health 2022. PDF
  5. Bie, P.; Deng, F.; Chen. B.; Wang, L.#; Yang, F.; Zhou, J.; Liu, H.#; He, K.; Highly spatial and temporal bottom-up vehicle emission characterization and its control in a typical ecology-preservation area. Eco-Environment & Health 2022. PDF
  6. Zhang, Z.; Man, H.; Zhao, J.; Jiang, Y.; Zeng, M.; Cai, Z.; Huang, C.; Huang, W.; Zhao, H.; Jing, S.; Shi, X.; He, K.; Liu, H.#. Primary organic gas emissions in vehicle cold start events: Rates, compositions and temperature effects. Journal of Hazardous Materials 2022. PDF
  7. Zhang, Z.; Liu, L.; Ma, Y.#; Zhao, J.; Deng, F.; He, K.; Liu, H.#. Variation of Particles in the Exhaust Plume of Gasoline Direct Injection Vehicles Based on a Multipoint Sampling System: Concentrations, Components, and Numbers. ACS ES&T Engineering 2022. PDF
  8. Luo, Z.(1); Xu, H.(1); Zhang, Z.; Zheng, Z.; Liu, H.#. Year-round changes in tropospheric nitrogen dioxide caused by COVID-19 in China using satellite observation. Journal of Environmental Sciences 2022. PDF
  9. Bie, P.; Ji, L.; Cui, H.; Li, G.; Liu, S.; Yuan, Y.; He, K.; Liu, H.#. A review and evaluation of nonroad diesel mobile machinery emission control in China. Journal of Environmental Sciences 2022. PDF
  10. Luo, Z.(1); Wang, Y.(1); Lv, Z.; He, T.; Zhao, J.; Wang, Y.Y.; Gao, F.; Zhang, Z.; Liu. H.#. Impacts of vehicle emission on air quality and human health in China. Science of The Total Environment 2022, 813 (2022) 152655. PDF

2021

  1. Zhang, Z.(1); Man, H.(1); Duan, F.; Lv, Z.; Zheng, S.; Zhao, J.; Huang, F.; Luo, Z.; He, K.; Liu, H.#. Evaluation of the VOC pollution pattern and emission characteristics during the Beijing resurgence of COVID-19 in summer 2020 based on the measurement of PTR-ToF-MS. Environmental Research Letters 2021. PDF
  2. W. Cai, C. Zhang, S. Zhang, S. Ai, Y. Bai, J. Bao, B. Chen, N. Chang, H. Chen, L. Cheng, X. Cui, H. Dai, B. Danna, Q. Di, W. Dong, W. Dong, D. Dou, W. Fan, X. Fan, X. Fang, Y. Gao, T. Gao, Y. Geng, D. Guan, Y. Guo, Y. Hu, J. Hua, C. Huang, H. Huang, J. Huang, I. Hamilton, Q. Jiang, X. Jiang, P. Ke, G. Kiesewetter, P. Lampard, C. Li, R. Li, S. Li, L. Liang, B. Lin, H. Lin, H. Liu, Q. Liu, X. Liu, Y. Liu, Z. Liu, Z. Liu, X. Liu, S. Lou, C. Lu, Y. Luo, Z. Luo, W. Ma, A. McGushin, Y. Niu, C. Ren, Z. Ruan, W. Schöpp, Y. Shan, J. Su, T. Sun, Q. Wang, C. Wang, S. Wen, Y. Xie, H. Xiong, B. Xu, M. Xu, Y. Yan, J. Yang, L. Yang, X. Yang, L. Yu, Y. Yue, Y. Zeng, Y. Zhang, S. Zhang, Z. Zhang, J. Zhang, L. Zhao, Q. Zhao, Z. Zhao, J. Zhao, M. Zhao, J. Zhou, Z. Zhu, M.C.F. Fu-Chun, P. Gong, The 2021 China report of the Lancet Countdown on health and climate change: seizing the window of opportunity, The Lancet Public Health 2021, 6 (2021) e932-e947. PDF
  3. Wang, X.(1); Liu, H. (1)#; Lv, Z.; Deng, F.; Xu H.; Qi, L.; Shi, M.; Zhao, J.; Zheng, S.; Man, H.; He, K.. Trade-linked shipping CO2 emissions. Nature Climate Change 2021, 11, 945–951 PDF
  4. Wang, X.(1); Yi, W.(1); Lv, Z.; Deng, F.; Zheng, S.; Xu, H.; Zhao, J.; Liu, H.; He, K.. Ship emissions around China under gradually promoted control policies from 2016 to 2019. Atmospheric Chemistry & Physics 2021, 21: 13835–13853. PDF
  5. Qi, L.(1); Zhao, J.(1); Li, Q.; Su, S.; Lai, Y.; Deng, F.; Man, H.; Wang, X.; Shen, X.; Lin, Y.; Ding, Y.; Liu, H.#. Primary organic gas emissions from gasoline vehicles in China: Factors, composition and trends. Environmental Pollution 2021, 290, 117984. PDF
  6. Liu, H.#; Lv, Z.; He, K.. Source-receptor relationship of traffic and haze: Implication from aggravated haze in Beijing during the COVID-19 lockdown. Journal of Chinese Science Bulletin 2021, 66(20): 2498-2500 (in Chinese). PDF
  7. Qi, L.; Zhang, Z.; Wang, X.; Deng, F.; Zhao, J.; and Liu, H.#. Molecular characterization of atmospheric particulate organosulfates in a port environment using ultrahigh resolution mass spectrometry: Identification of traffic emissions. Journal of Hazardous Materials 2021, 419, 126431. PDF
  8. Zhang, Z.; Man, H.; Qi, L.; Wang, X.; Liu, H.#; Zhao, J.; Wang, H.; Jing, S.; He, T.; Wang, S.; He, K.. Measurement and minutely-resolved source apportionment of ambient VOCs in a corridor city during 2019 China International Import Expo episode. Science of The Total Environment 2021, 798, 149375. PDF
  9. Liu, H.#; Huang, F.; Deng, F.; Luo, Z.; Zhao, H.; He, K.. Road freight emission in China: From supply chain perspective. Environmental Pollution 2021, 285, 117511. PDF
  10. Yuan, L.; Popoola, O.A.; Hood, C.; Carruthers, D.; Jones, R.; Liu, H.; Lv, Z.; Zhang, Q.; Archibald A.T.. Constraining emission estimates of carbon monoxide using a perturbed emissions ensemble with observations: a focus on Beijing. Air Qualilty, Atmosphere&Health 2021. 14, 1587–1603 (2021). PDF
  11. Wang, Y.; Shi M.; Lv, Z.; Liu, H.#; He, K.. Local and regional contributions to PM2.5 in the Beijing 2022 Winter Olympics infrastructure areas during haze episodes. Frontiers of Environmental Science & Engineering 2021, 15(6), 140. PDF
  12. Cai, W.##; Zhang, C.##; Suen, H.##; Ai, S.; Bai, Y.; Bao, J.; Chen, B.; Cheng, L.; Cui, X.; Dai, H.; Di, Q.; Dong, W.; Dou, D.; Fan, W.; Fan, X.; Gao, T.; Geng, Y.; Guan, D.; Guo, Y.; Hu, Y.; Hua, J.; Huang, C.; Huang, H.; Huang, J.; Jiang, T.; Jiao, K.; Kiesewetter, G.; Klimont, Z.; Lampard, P.; Li, C.; Li, Q.; Li, R.; Li, T.; Lin, B.; Lin, H.; Liu, H.; Liu, Q.; Liu, X.; Liu, Y.; Liu, Z.; Liu, Z.; Liu, Z.; Lou, S.; Lu, C.; Luo, Y.; Ma, W.; McGushin, A.; Niu, Y.; Ren, C.; Ren, Z.; Ruan, Z.; Schöpp, W.; Su, J.; Tu, Y.; Wang, J.; Wang, Q.; Wang, Y.; Wang, Y.; Watts, N.; Xiao, C.; Xie, Y.; Xiong, H.; Xu, M.; Xu, B.; Xu, L.; Yang, J.; Yang, L.; Yu, L.; Yue, Y.; Zhang, S.; Zhang, Z.; Zhao, J.; Zhao, L.; Zhao, M.; Zhao, Z.; Zhou, J.; Gong, P.#. The 2020 China report of the Lancet Countdown on health and climate change. Lancet Pubilc Health 2021,6(1): 64-81. PDF
  13. Wu, Y.; Liu, D.#; Wang, X.; Li, S.; Zhang, J.; Qiu, H.; Ding, S.; Hu, K.; Li, W.; Tian, P.; Liu, Q.; Zhao, D.; Ma, E.; Chen, M.; Xu, H.; Ouyang, B.; Chen, Y.; Kong, S.; Ge, X.; Liu, H.. Ambient marine shipping emissions determined by vessel operation mode along the East China Sea. Science of The Total Environment 2021, 769, 144713. PDF
  14. Wu, Li; Ling, Z.#; Liu, H.; Shao, M.; Lu, S.; Wu, L.; Wang, X.#. A gridded emission inventory of semi-volatile and intermediate volatility organic compounds in China. Science of The Total Environment 2021, 143295. PDF
  15. Wu, L.; Ling, Z.; Shao, M.; Liu, H.; Lu, S.; Zhou, S.; Guo, J.; Mao, J.; Hang, J.; Wang, X.. Roles of Semivolatile/Intermediate-Volatility Organic Compounds on SOA Formation Over China During a Pollution Episode: Sensitivity Analysis and Implications for Future Studies. JGR Atmospheres 2021. PDF

2020

  1. Lv, Z.(1); Wang, X.(1); Deng, F.; Ying, Q.; Archibaldc, A. T.; L.Jones, R., Ding, Y., Cheng, Y.; Fu, M.; Liu, Y.; Man, H.g; Xue, Z.; He,K.; Hao, J.; Liu, H.#. Source–Receptor relationship revealed by the halted traffic and aggravated haze in Beijing during the COVID-19 Lockdown. Environmental Science & Technology 2020, 54(24): 15660–15670. PDF
  2. Luo, Z.; Huang, F.; Liu, H.#. PM2.5 concentration estimation using convolutional neural network and gradient boosting machine. Journal of Environmental Sciences 2020, 98: 85-93. PDF
  3. Deng, F.; Lv, Z.; Qi, L.; Wang, X.; Shi, M.; Liu, H.#. A big data approach to improving the vehicle emission inventory in China. Nature Communications 2020, 11, 2801. PDF
  4. Liu, H.#; Qi, L.; Liang C.; Deng F.; Man, H.; He, K.. How aging process changes characteristics of vehicle emissions? A review. Critical Reviews in Environmental Science & Technology 2020, 50(17): 1796-1828. PDF

2019

  1. Liu, H.#; Meng, Z.; Lv, Z.; Wang, X.; Deng, F.; Liu,Y., Zhang, Y.; Shi, M.; Zhang, Q.#; He, K.#. Emissions and health impacts from global shipping embodied in US–China bilateral trade. Nature Sustainability 2019, 2: 1027–1033.
  2. Qi, L.; Liu, H.#; Shen, X.; Fu, M.; Huang, F.; Man, H.; Deng, F.; Shaikh, A.; Wang, X.; Dong, R.; Song, C.; He, K.. Intermediate-volatility organic compound emissions from nonroad construction machinery under different operation modes. Environmental Science & Technology 2019, 53(23): 13832-13840.
  3. Zhang, Y.; Deng, F.; Man, H.; Fu, M.; Lv, Z.; Xiao, Q.; Jin, X.; Liu, S.; He, K.; Liu, H.#. Compliance and port air quality features with respect to ship fuel switching regulation: a field observation campaign, SEISO-Bohai. Atmospheric Chemistry & Physics 2019, 19: 4899-4916.
  4. Zhang, F.; Chen Y.#; Cui, M.; Feng,Y.; Yang, X.; Chen, J.; Zhang, Y.; Gao, H.; Tian, C.; Matthiash, V.; Liu, H.#. Emission factors and environmental implication of organic pollutants in PM emitted from various vessels in China. Atmospheric Environment 2019, 200: 302-311.
  5. Kang, M.; Guo, H.; Wang, P.; Fu, P.; Ying, Q.; Liu, H.; Zhao, Y.#; Zhang, H.#. Characterization and source apportionment of marine aerosols over the East China Sea. Science of the Total Environment 2019, 651: 2679-2688.
  6. Wu, X.; Zhang, S.; Guo, X,; Yang, Z.; Liu, J.; He, L.; Zheng, X.; Han, L.; Liu, H.; Wu, Y.#. Assessment of ethanol blended fuels for gasoline vehicles in China: Fuel economy, regulated gaseous pollutants and particulate matter. Environmental Pollution 2019, 253: 731-740.
  7. Shi, Z.#; Vu, T.; Kotthaus, S.; Harrison, R.; Grimmond, S.; Yue, S.; Zhu, T.; Lee, J.; Han, Y.; Demuzere, M.; Dunmore, R.; Ren, L.; Liu, D.; Wang, Y.; Wild, O.; Allan, J.; Acton, W.; Barlow, J.; Barratt, B.; Beddows, D.; Bloss, W.; Calzolai, G.; Carruthers, D.; Carslaw, D.; Chan, Q.; Chatzidiakou, L.; Chen, Y.; Crilley, L.; Coe, H.; Dai, T.; Doherty, R.; Duan, F.; Fu, P.; Ge, B.; Ge, M.; Guan, D.; Hamilton, J.; He, K.; Heal, M.; Heard, D.; Hewitt, C. ; Hollaway, M.; Hu, M.; Ji, D.; Jiang, X.; Jones, R.; Kalberer, M.; Kelly, F.; Kramer, L.; Langford, B.; Lin, C.; Lewis, A.; Li, J.; Li, W.; Liu, H.; Liu, J.; Loh, M.; Lu, K.; Lucarelli, F.; Mann, G.; McFiggans, G.; Miller, M.; Mills, G.; Monk, P.; Nemitz, E.; O’Connor, F.; Ouyang, B.; Palmer, P.; Percival, C.; Popoola, O.; Reeves, C.; Rickard, A..; Shao, L.; Shi, G.; Spracklen, D.; Stevenson, D.; Sun, Y.; Sun, Z.; Tao, S.; Tong, S.; Wang, Q.; Wang, W.; Wang, X.; Wang, X.; Wang, Z.; Wei, L.; Whalley, L.; Wu, X.; Wu, Z.; Xie, P.; Yang, F.; Zhang, Q.; Zhang, Y.; Zhang, Y.; Zheng, M.. Introduction to the special issue “In-depth study of air pollution sources and processes within Beijing and its surrounding region (APHH-Beijing)”. Atmospheric Chemistry & Physics 2019, 19, 11: 7519-7546.
  8. Zhang, J.; Gao, Y.#; Leung, L.; Luo, K#; Liu, H.; Lamarque, J.; Fan, J.; Yao, X.; Gao, H.; Nagashima, T.. Impacts of climate change and emissions on atmospheric oxidized nitrogen deposition over East Asia. Atmospheric Chemistry & Physics 2019, 19(2): 887-900

2018

  1. Lv, Z.; Liu, H.#; Ying, Q.; Fu, M.; Meng, Z.; Wang, Y.,Wei, W.; Guo, H.; He, K.. Impacts of shipping emissions on PM2.5 pollution in China. Atmospheric Chemistry & Physics 2018, 18(21): 15811-15824.
  2. Li, J.; Liu, H.#; Lv, Z.; Zhao, R.; Deng, F.; Wang, C.; Qin, A.;Yang, X.. Estimation of PM2.5 mortality burden in China with new exposure estimation and local concentration-response function. Environmental Pollution 2018, 243: 1710-1718.
  3. Liu, H.#; Liu, S.; Xue, B.; Lv, Z.; Meng, Z.; Yang, X.; Xue, T.; Yu, Q.; He, K.. Ground-level ozone pollution and its health impacts in China. Atmospheric Environment 2018, 173: 223-230.
  4. Liu, H.#; Jin, X.; Wu, L.; Wang, X. #; Fu, M.; Lv, Z.; Morawska, L.; Huang, F.; He, K.. The impact of marine shipping and its DECA control on air quality in the Pearl River Delta, China. Science of the Total Environment 2018, 625: 1476-1485.
  5. Liu, H.#; Meng, Z.; Shang, Y.; Lv, Z.; Jin, X.; Fu, M.; He, K.. Shipping emission forecasts and cost-benefit analysis of China ports and key regions' control. Environmental pollution (Barking, Essex: 1987) 2018, 236: 49-59.
  6. Man, H.; Liu, H.#; Xiao, Q.; Deng, F.; Yu, Q.; Wang, K.; Yang, Z.; Wu, Y.; He, K.; Hao, J.. How ethanol and gasoline formula changes evaporative emissions of the vehicles. Applied Energy 2018, 222: 584-594.
  7. Xiao, Q.##; Li, M.##; Liu, H.#; Fu, M.; Deng, F.; Lv, Z.; Man, H.; Jin, X.; Liu, S.; He, K.. Characteristics of marine shipping emissions at berth: profiles for particulate matter and volatile organic compounds. Atmospheric Chemistry & Physics 2018, 18 (13): 9527-9545.
  8. Zhang, Y.; Loh, C.; Louie, P.; Liu, H.; Lau, A. K. H.#. The roles of scientific research and stakeholder engagement for evidence-based policy formulation on shipping emissions control in Hong Kong. Journal of Environmental Management 2018, 223: 49-56.
  9. Wei, W.#; Lv, Z.; Li, Y.; Wang, L.; Cheng, S.; Liu, H.. A WRF-Chem model study of the impact of VOCs emission of a huge petrochemical industrial zone on the summertime ozone in Beijing, China. Atmospheric Environment 2018, 175: 44-53.

2017

  1. Li, M.##; Liu, H.##; Geng, G.; Hong, C.; Liu, F.; Song, Y.; Tong, D.; Zheng, B.; Cui, H.; Man, H.; Zhang, Q.#; He, K.#. Anthropogenic emission inventories in China: a review. National Science Review 2017, 4 (6): 834-866.
  2. Yang, X.; Zheng, Y.; Geng, G.; Liu, H.#; Man, H.; Lv, Z.; He, K.; de Hoogh, K.. Development of PM2.5 and NO2 models in a LUR framework incorporating satellite remote sensing and air quality model data in Pearl River Delta region, China. Environmental Pollution 2017, 226: 143-153.
  3. Fu, M.; Liu, H.#; Jin, X.; He, K.. National- to port-level inventories of shipping emissions in China. Environmental Research Letters 2017, 12, 114024.
  4. Liu, H.#; Man, H.; Cui, H.; Wang, Y.; Deng, F.; Wang, Y.; Yang, X.; Xiao, Q.; Zhang, Q.; Ding, Y.; He, K.. An updated emission inventory of vehicular VOCs and IVOCs in China. Atmospheric Chemistry & Physics 2017, 17 (20): 12709-12724.
  5. Shen, X.; Yao, Z.#; He, K.#; Cao, X.; Liu, H.. The construction and application of a multipoint sampling system for vehicle exhaust plumes. Aerosol and Air Quality Research 2017, 17 (7): 1705-1716.
  6. Wu, Y.## #; Zhang, S.##; Hao, J.; Liu, H.; Wu, X.; Hu, J.; Walsh, M. P.; Wallington, T.; Zhang, K.; Stevanovic, S.. On-road vehicle emissions and their control in China: A review and outlook. Science of the Total Environment 2017, 574: 332-349.

Before 2016

  1. Liu, H.#; Fu, M.; Jin, X.; Shang, Y.; Shindell, D.#; Faluvegi, G.; Shindell, C.; He, K.#. Health and climate impacts of ocean-going vessels in East Asia. Nature Climate Change 2016, 6 (11): 1037-1042.
  2. Yang, X.; Liu, H.#; He, K.. The significant impacts on traffic and emissions of ferrying children to school in Beijing. Transportation Research Part D-Transport and Environment 2016, 47: 265-275.
  3. Pei, B.; Cui, H.; Liu, H.#; Yan, N.#. Chemical characteristics of fine particulate matter emitted from commercial cooking. Frontiers of Environmental Science & Engineering 2016, 10(3): 559-568.
  4. Liang, C.; Liu, H.#; He, K.#; Ma, Y.. Assessment of regional air quality by a concentration-dependent Pollution Permeation Index. Scientific Reports 2016, 6, 34891.
  5. Liu, H.; He, K.#. China keeps carrying forward the key special project of “Air Pollution Causes and Control”. Frontiers of Environmental Science & Engineering 2016, 10(5), 18.
  6. Wu, X.; Wu, Y.#; Zhang, S.#; Liu, H.; Fu, L.; Hao, J.. Assessment of vehicle emission programs in China during 1998-2013: Achievement, challenges and implications. Environmental Pollution 2016, 214: 556-567.
  7. Liu, H.#; Man, H.; Tschantz, M.; Wu, Y.; He, K.; Hao, J.. VOC from vehicular evaporation emissions: status and control strategy. Environmental Science & Technology 2015, 49(24): 14424-14431.
  8. Yang, X.; Liu, H.#; Man, H.; He, K.. Characterization of road freight transportation and its impact on the national emission inventory in China. Atmospheric Chemistry & Physics 2015, 15(4): 2105-2118.
  9. Cui, H.; Chen, W.; Dai, W.; Liu, H.#; Wang, X.#; He, K.#. Source apportionment of PM2.5 in Guangzhou combining observation data analysis and chemical transport model simulation. Atmospheric Environment 2015, 116: 262-271.
  10. Zhang, Y.; Yao, Z.; Shen, X.; Liu, H.#; He, K.#. Chemical characterization of PM2.5 emitted from on-road heavy-duty diesel trucks in China. Atmospheric Environment 2015, 122: 885-891.
  11. Yang, X.; Liu, H.#; Cui, H.; Man, H.; Fu, M.; Hao, L.; He, K.. Vehicular volatile organic compounds losses due to refueling and diurnal process in China: 2010-2050. Journal of Environmental Sciences 2015, 33: 88-96.
  12. Zheng, X.; Wu, Y.#; Jiang, J.; Zhang, S.; Liu, H.; Song, S.; Li, Z.; Fan, X.; Fu, L.; Hao, J.. Characteristics of on-road diesel vehicles: black carbon emissions in chinese cities based on portable emissions measurement. Environmental Science & Technology 2015, 49(22): 13492-13500.
  13. Guo, J.; Liu, H.#; Jiang, Y.; He, D.; Wang, Q.; Meng, F.; He, K.#. Neighborhood form and CO2 emission: evidence from 23 neighborhoods in Jinan, China. Frontiers of Environmental Science & Engineering 2014, 8(1): 79-88.
  14. Zhang, S.; Wu, Y.#; Liu, H.; Huang, R.; Yang, L.; Li, Z.; Fu, L.; Hao, J.. Real-world fuel consumption and CO2 emissions of urban public buses in Beijing. Appled Energy 2014, 113: 1645-1655.
  15. Zheng, B.; Huo, H.; Zhang, Q.#; Yao, Z.; Wang, X.; Yang, X.; Liu, H.; He, K.#. High-resolution mapping of vehicle emissions in China in 2008. Atmospheric Chemistry & Physics 2014, 14(18): 9787-9805.
  16. Shen, X.; Yao, Z.; Huo, H.; He, K.#; Zhang, Y.; Liu, H.; Ye, Y.. PM2.5 emissions from light-duty gasoline vehicles in Beijing, China. Science of the Total Environment 2014, 487: 521-527.
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Patents

  1. 201910400603.3 Method for calculating building height and establishing city shape parameter database
  2. 201710488992.0 Ship oil change detection system and detection method
  3. ZL201610805542.5 A method for measuring VOCS emission factor of motor vehicle evaporative emission operation loss
  4. ZL201510753592.9 Oil and gas generation and desorption vehicle data acquisition system and method in actual condition of motor vehicle
  5. ZL201310027219.6 3nm-20μm aerosol size distribution measuring instrument
  6. ZL201310025364.0 For the aerosol size distribution measurement of voltage and flow control system
  7. ZL201210483690.1 Multi point sampling and analyzing system for vehicle exhaust emission
  8. ZL201721162594.1 Outdoor air purifying device
  9. ZL201720741781.9 Oil change detecting device for ship
  10. ZL201220628498.2 Multi point sampling and analyzing device for vehicle exhaust emission
  11. ZL201220529593.7 Vehicle activity level measuring instrument for emission study
  12. ZL201120473530.X Automatic anti overflow energy-saving control device and electric rice cooker / cooker using the same
  13. 2020SR1662982 Emission Control Policy-Ship Emission Inventory Model PolSEIM(V1.0)
  14. 2019SR0599733 Tsinghua School of Environment Vehicle Exhaust Emission Inventory Model Software Based on Travel Chain Big Data
  15. 2019SR0176432 Vehicle Emission Analysis Model Software Based on Urban Real-time Traffic Conditions
  16. 2018SR744347 High resolution emission inventory for intercity long-distance buses and trucks
  17. 2017SR428838 Air pollutant emission calculation model software for inter regional vessels (V1.0)
  18. 2017SR422418 High resolution ship emission inventory model software (V2.0)
  19. 2017SR374001 National mobile source VOCs/IVOCs emission inventory model software (V1.0)
  20. 2016SR161746 The software for ship emission inventory model of Tsinghua University (V1.0)
  21. 2013SR119929 The software for evaporative emission model of Chinese motor vehicle (V1.0)
  22. 2012SR124883 Guangzhou Asian air quality protection consultation decision support system (V1.0)