Methodology and datasets方法和清单产品

Li, M., Zhang, Q., Kurokawa, J.-I., Woo, J.-H., He, K., Lu, Z., Ohara, T., Song, Y., Streets, D. G., Carmichael, G. R., Cheng, Y., Hong, C., Huo, H., Jiang, X., Kang, S., Liu, F., Su, H., and Zheng, B.: MIX: a mosaic Asian anthropogenic emission inventory under the international collaboration framework of the MICS-Asia and HTAP, Atmos. Chem. Phys., 17, 935-963, doi:10.5194/acp-17-935-2017, 2017.

Qi, J., B. Zheng, M. Li, F. Yu, C. C. Chen, F. Liu, X. F. Zhou, J. Yuan, Q. Zhang, and K. B. He (2017), A high-resolution air pollutants emission inventory in 2013 for the Beijing-Tianjin-Hebei region, China, Atmos. Environ., 170, 156-168.

Liu, F., Zhang, Q., Tong, D., Zheng, B., Li, M., Huo, H., and He, K. B.: High-resolution inventory of technologies, activities, and emissions of coal-fired power plants in China from 1990 to 2010, Atmos. Chem. Phys., 15, 13299-13317, doi:10.5194/acp-15-13299-2015, 2015.

Zhao, H. Y., Q. Zhang, D. B. Guan, S. J. Davis, Z. Liu, H. Huo, J. T. Lin, W. D. Liu, and K. B. He (2015), Assessment of China's virtual air pollution transport embodied in trade by using a consumption-based emission inventory, Atmos. Chem. Phys., 15(10), 5443-5456, doi:10.5194/acp-15-5443-2015.

Zheng, B., Q. Zhang, J. Borken-Kleefeld, H. Huo, D. B. Guan, Z. Klimont, G. P. Peters, and K. B. He (2015), How will greenhouse gas emissions from motor vehicles be constrained in China around 2030?, Appl. Energ., 156, 230-240.

Huo, H., B. Zheng, M. Q. Wang, Q. Zhang, and K. B. He (2015), Vehicular air pollutant emissions in China: evaluation of past control policies and future perspectives, Mitig. Adapt. Strateg. Glob. Change, 20, 719-733, doi: 10.1007/s11027-014-9613-0.

Huo, H., Q. Zhang, D. B. Guan, X. Su, H. Y. Zhao, and K. B. He (2014), Examining air pollution in China using production- and consumption-based emissions accounting approaches, Environ. Sci. Tech., 48, 14139–14147, doi: 10.1021/es503959t.

Zheng, B., H. Huo, Q. Zhang, Z. L. Yao, X. T. Wang, X. F. Yang, H. Liu, and K. B. He (2014), High-resolution mapping of vehicle emissions in China in 2008, Atmos. Chem. Phys., 14, 9787-9805.

Li, M., Q. Zhang, D. Streets, K. B. He, Y. F. Cheng, L. K. Emmons, H. Huo, S. C. Kang, Z. Lu, M. Shao, H. Su, X. Yu, and Y. Zhang (2014), Mapping Asian anthropogenic emissions of non-methane volatile organic compounds to multiple chemical mechanisms, Atmos. Chem. Phys., 14, 5617-5638.

Lei, Y., Q. Zhang, K. B. He, and D. G. Streets (2011), Primary anthropogenic aerosol emission trends for China, 1990–2005, Atmos. Chem. Phys., 11, 931-954, doi:10.5194/acp-11-931-2011.

Lei, Y., Q. Zhang, C. P. Nielson, and K. He (2011), An inventory of primary air pollutants and CO2 emissions from cement production in China, 1990-2020, Atmos. Environ., 55, 147-154.

Lu, Z., Q. Zhang, and D. G. Streets (2011), Sulfur dioxide and primary carbonaceous aerosol emissions in China and India, 1996–2010, Atmos. Chem. Phys., 11(18), 9839-9864, doi:10.5194/acp-11-9839-2011.

Huo, H., Q. Zhang, K. He, Z. Yao, X. Wang, B. Zheng, D. G. Streets, Q. Wang, and Y. Ding (2011), Modeling vehicle emissions in different types of Chinese cities: importance of vehicle fleet and local features, Environ. Pollut., 159, 2954-2960.

Lu, Z., D. G. Streets, Q. Zhang, S. Wang, G. R. Carmichael, Y. F. Cheng, C. Wei, M. Chin, T. Diehl, and Q. Tan (2010), Sulfur dioxide emissions in China and sulfur trends in East Asia since 2000, Atmos. Chem. Phys., 10(13), 6311-6331, doi:10.5194/acp-10-6311-2010.

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. (2009), Asian emissions in 2006 for the NASA INTEX-B mission, Atmos. Chem. Phys., 9, 5131-5153.

Streets, D. G., Q. Zhang, and Y. Wu (2009), Projections of global mercury emissions in 2050, Envrion. Sci. Technol., 43, 2983-2988.

Huo, H., Q. Zhang, K. He, Q. Wang, Z. Yao, and D. G. Streets (2009), High-resolution vehicular emission inventory using a link-based method: A case study of light-duty vehicles in Beijing, Envrion. Sci. Technol., 43, 2394-2399.

Zhang, Q., D. G. Streets, K. He, Y. X. Wang, A. Richter, J. P. Burrows, I. Uno, C. J. Jang, D. Chen, Z. Yao, and Y. Lei (2007), NOx emission trends for China, 1995-2004: The view from the ground and the view from space, J. Geophys. Res., 112, D22306, doi:10.1029/2007JD008684.

Zhang, Q., D. G. Streets, K. He, and Z. Klimont (2007), Major components of China’s anthropogenic primary particulate emissions, Environ. Res. Lett, 2, 045027, doi:10.1088/1748-9326/2/4/045027.

Streets, D. G., Q. Zhang, L. Wang, K. He, J. Hao, Y. Wu, Y. Tang, and G. R. Carmichael (2006), Revisiting China’s CO emissions after the Transport and Chemical Evolution over the Pacific (TRACE-P) mission: Synthesis of inventories, atmospheric modeling, and observations, J. Geophys. Res., 111, D14306, doi:10.1029/2006JD007118.

Activity/technology distribution活动水平/技术分布

Hong, C., Zhang, Q., He, K., Guan, D., Li, M., Liu, F., and Zheng, B.: Variations of China's emission estimates: response to uncertainties in energy statistics, Atmos. Chem. Phys., 17, 1227-1239, doi:10.5194/acp-17-1227-2017, 2017.

Huo, H., Y. Lei, Q. Zhang, L. J. Zhao, and K. B. He (2012), China's Coke Industry: Recent Policies, Technology Shift, and the Implication for Energy and Environment, Energy Policy, 51, 397-404.

Huo, H. and M. Wang (2012), Modeling future vehicle sales and stock in China, Energy Policy, 43, 17-29.

Huo, H., Q. Zhang, K. He, Z. Yao, and M. Wang (2012), Vehicle-use intensity in China: current status and future trend, Energy Policy, 43, 6-16.

Huo, H., K. B. He, M. Wang, and Z. L. Yao (2012), Vehicle technologies, fuel-economy policies, and fuel-consumption rates of Chinese vehicles, Energy Policy, 43, 30-36.

Huo, H., Z. L. Yao, K. B. He, and X. Yu (2011), Fuel consumption rates of passenger cars in China: Labels versus real-world, Energy Policy, 39, 7130-7135.

Wang, Q., H. Huo, K. He, Z. Yao, and Q. Zhang (2008), Characterization of vehicle driving patterns and development of driving cycles in Chinese cities, Transport. Res. D. 13, 289-297.

Emission factors排放因子

Shen, X. B., Z. L. Yao, Q. Zhang, D. V. Wagner, H. Huo, Y. Z. Zhang, B. Zheng, and K. B. He (2015), Development of database of real-world diesel vehicle emission factors for China, J. Environ. Sci., 31, 209-220.

Huo, H., Z. Yao, Y. Zhang, X. B. Shen, Q. Zhang, and K. He (2012), On-board measurements of emissions from diesel trucks in five cities in China, Atmos. Environ., 54, 159-167.

Huo, H., Z. Yao, Y. Z. Zhang, X. B. Shen, Q. Zhang, Y. Ding, and K. B. He (2012), On-board measurements of emissions from light-duty gasoline vehicles in three mega-cities in China, Atmos. Environ., 49, 371-377.

Yao, Z., H. Huo, Q. Zhang, D. G. Streets, and K. He (2011), Gaseous and particulate emissions from rural vehicles in China, Atmos. Environ., 45, 3055-3061.

Yao. Z, Q. Wang, K. He, H. Huo, Y. Ma, and Q. Zhang (2007), Characteristics of real world vehicular emissions in Chinese cities, J. Air & Waste Manage. Assoc. 57, 1379-1386.


Zheng, B., Zhang, Q., Tong, D., Chen, C., Hong, C., Li, M., Geng, G., Lei, Y., Huo, H., and He, K.: Resolution dependence of uncertainties in gridded emission inventories: a case study in Hebei, China, Atmos. Chem. Phys., 17, 921-933, doi:10.5194/acp-17-921-2017, 2017.

Geng, G., Zhang, Q., Martin, R. V., Lin, J., Huo, H., Zheng, B., Wang, S., and He, K.: Impact of spatial proxies on the representation of bottom-up emission inventories: A satellite-based analysis, Atmos. Chem. Phys., 17, 4131-4145, doi:10.5194/acp-17-4131-2017, 2017.

Liu, F., Beirle, S., Zhang, Q., van der A, R. J., Zheng, B., Tong, D., and He, K.: NOx emission trends over Chinese cities estimated from OMI observations during 2005 to 2015, Atmos. Chem. Phys., 17, 9261-9275,, 2017.

Liu, F., Q. Zhang, R. J. van der A, B. Zheng, D. Tong, L. Yan, Y. X. Zheng, and K. B. He (2016), Recent reduction in NOx emissions over China: synthesis of satellite observations and emission inventories, Environ. Res. Letts., 11, 114002.

Liu, F., Beirle, S., Zhang, Q., Dörner, S., He, K., and Wagner, T.: NOx lifetimes and emissions of cities and power plants in polluted background estimated by satellite observations, Atmos. Chem. Phys., 16, 5283-5298, doi:10.5194/acp-16-5283-2016, 2016.

Wang, S. W., Q. Zhang, R. V. Martin, S. Philip, F. Liu, M. Li, X. J. Jiang, and K. B. He (2015), Satellite measurements oversee China’s sulfur dioxide emission reductions from coal-fired power plants, Environ. Res. Letts., 10, 114015.

Zhang, Q., G. N. Geng, S. W. Wang, A. Richter, and K. B. He (2012), Satellite remote sensing of changes in NOx emissions over China during 1996-2010, Chin. Sci. Bull., 57, 2857-2864.

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

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

Li, C., Q. Zhang, N. A. Krotkov, D. G. Streets, K. He, S.-C. Tsay, and J. F. Gleason (2010), Recent large reduction in sulfur dioxide emissions from Chinese power plants observed by the Ozone Monitoring Instrument, Geophys. Res. Lett., 37, L08807, doi:10.1029/2010GL042594.

Zhang, Q., D. G. Streets, and K. He (2009), Satellite observations of recent power plant construction in Inner Mongolia, China, Geophys. Res. Lett., 36, L15809, doi:10.1029/2009GL038984.


Zheng, Y. X., T. Xue, Q. Zhang, G. N. Geng, D. Tong, X. Li, and K. B. He (2017), Air quality improvements and health benefits from China’s clean air action plan since 2013, Environ. Res. Lett., 12, 114020.

Zhao, H., Li, X., Zhang, Q., Jiang, X., Lin, J., Peters, G. G., Li, M., Geng, G., Zheng, B., Huo, H., Zhang, L., Wang, H., Davis, S. J., and He, K.: Effects of atmospheric transport and trade on air pollution mortality in China, Atmos. Chem. Phys., 17, 10367-10381,, 2017.

Geng, G., Zhang, Q., Tong, D., Li, M., Zheng, Y., Wang, S., and He, K.: Chemical composition of ambient PM2.5 over China and relationship to precursor emissions during 2005–2012, Atmos. Chem. Phys., 17, 9187-9203,, 2017.

Li, X., Q. Zhang, Y. Zhang, L. Zhang, Y. X. Wang, Q. Q. Zhang, M. Li, Y. X. Zheng, G. N. Geng, T. J. Wallington, W. J. Han, W. Shen, and K. B. He (2017), Attribution of PM2.5 Exposure in Beijing-Tianjin-Hebei Region to emissions: implication to control strategies, Sci. Bull., 13, 957-964.

Hong, C., Zhang, Q., Zhang, Y., Tang, Y., Tong, D., and He, K.: Multi-year downscaling application of two-way coupled WRF v3.4 and CMAQ v5.0.2 over east Asia for regional climate and air quality modeling: model evaluation and aerosol direct effects, Geosci. Model Dev., 10, 2447-2470,, 2017.

Zhang, Q., X. J. Jiang, D. Tong, S. J. Davis, H. Y. Zhao, G. N. Geng, T. Feng, B. Zheng, Z. Lu, D. G. Streets, R. J. Ni, M. Brauer, R. V. Martin, H. Huo, Z. Liu, D. Pan, H. D. Kan, Y. Y. Yan, J. T. Lin, K. B. He, and D. B. Guan (2017), Transboundary health impacts of transported global air pollution and international trade, Nature, 543, 705-709, doi:10.1038/nature21712.

Xue, T., Y. X. Zheng, G. N. Geng, X. J. Jiang, B. Zheng, Q. Zhang, and K. B. He (2017), Fusing observational, satellite remote sensing and air quality model simulated data to estimate spatiotemoral variations of PM2.5 exposure in China, Remote Sens., 9, 221; doi:10.3390/rs9030221.

Zhao, H. Y., Q. Zhang, H. Huo, J. T. Lin, Z. Liu, H. K. Wang, D. B. Guan, and K. B. He (2016), Environment-economy tradeoff for Beijing-Tianjin-Hebei's product exports, Appl. Energ., 184, 926-935.

Lin, J. T., D. Tong, S. J. Davis, R. J. Ni, X. X. Tan, D. Pan, H. Y. Zhao, Z. Lu, D. G. Streets, T. Feng, Q. Zhang, Y. Y. Yan, Y. Y. Hu, J. Li, Z. Liu, X. J. Jiang, G. N. Geng, K. B. He, Y. Huang, and D. B. Guan (2016), Global climate forcing of aerosols embodied in international trade, Nat. Geosci., 9, 790-794.

Zheng, Y. X., Q. Zhang, Y. Liu, G. N. Geng, and K. B. He (2016), Estimating ground-level PM2.5 concentrations over three megalopolises in China using satellite-derived aerosol optical depth measurements, Atmos. Environ., 124, 232-242.

Li, X., Q. Zhang, Y. Zhang, B. Zheng, K. Wang, Y. Cheng, T. Wallington, W. Han, W. Shen, X. Y. Zhang, and K. B. He (2015), Source Contributions of Urban PM2.5 in the Beijing–Tianjin–Hebei Region: Changes between 2006 and 2013 and relative impacts of emissions and meteorology, Atmos. Environ., 123, 229-239.

Geng, G. N., Q. Zhang, R. V. Martin, A. van Donkelaar, H. Huo, H. Z. Che, J. T. Lin, and K. B. He (2015), Estimating long-term PM2.5 concentrations in China using satellite-based aerosol optical depth and a chemical transport model, Remote Sens. Environ., 166, 262-270.

Jiang, X. J., C. P. Hong, Y. X. Zheng, B. Zheng, D. Guan, A. Gouldson, Q. Zhang, and K. B. He (2015), To what extent can China's near-term air pollution control policy protect air quality and human health? A case study of the Pearl River Delta region, Environ. Res. Letts., 10, 104006.

Jiang, X. J., Q. Zhang, H. Y. Zhao, G. N. Geng, L. Q. Peng, D. B. Guan, H. D. Kan, H. Huo, J. T. Lin, M. Brauer, R. V. Martin, and K. B. He (2015), Revealing the hidden health costs embodied in Chinese exports, Environ. Sci. Tech., 49, 4381-4388.

Huo, H., H. Cai, Q. Zhang, F. Liu, and K. B. He (2015), Life-cycle assessment of greenhouse gas and air emissions of electric vehicles: a comparison between China and the U.S., Atmos. Environ., 108, 107-116.

Zheng, B., Q. Zhang, Y. Zhang, K. B. He, K. Wang, G. J. Zheng, F. K. Duan, Y. L. Ma, and T. Kimoto (2015), Heterogeneous chemistry: a mechanism missing in current models to explain secondary inorganic aerosol formation during the January 2013 haze episode in North China, Atmos. Chem. Phys., 15(4), 2031-2049, doi:10.5194/acp-15-2031-2015.

Guan, D. B., S. Klasen, K. Hubacek, K. S. Feng, Z. Liu, K. B. He, Y. Geng, and Q. Zhang (2014), Determinants of Stagnating Carbon Intensity in China, Nature Clim. Change, doi:10.1038/nclimate2388.

Lin, J. T., D. Pan, S. J. Davis, Q. Zhang, K. B. He, C. Wang, D. G. Streets, D. J. Wuebbles, and D. B. Guan (2014), China's international trade and air pollution in the United States, P. Natl. Acad. Sci. USA, 111, 1736–1741, doi: 10.1073/pnas.1312860111.

Guan, D. B., X. Su, Q. Zhang, G. P. Peters, Z. Liu, Y. Lei, and K. B. He (2014), The Socioeconomic drivers of China's primary PM2.5 Emissions, Environ. Res. Lett., 9, 024010, doi:10.1088/1748-9326/9/2/024010.

Liu, F., Z. Klimont, Q. Zhang, J. Cofala, L. J. Zhao, H. Huo, B. Nguyen, W. Schöpp, R. Sander, B. Zheng, C. P. Hong, K. B. He, M. Amann, and C. Heyes (2013), Integrating mitigation of air pollutants and greenhouse gases in Chinese cities: Development of GAINS-City model for Beijing, J. Clean. Prod., 58, 25-33.

Zhang, Q., K. B. He, and H. Huo (2012), Cleaning China’s air, Nature, 484, 161-162.

Huo, H., M. Wang, X. L. Zhang, K. B. He, H. M. Gong, K. J. Jiang, Y. F. Jin, Y. D. Shi, and X. Yu (2012), Projection of energy use and greenhouse gas emissions by motor vehicles in China: Policy options and impacts, Energy Policy, 43, 37-48.

Huo, H., Q. Zhang, M. Q. Wang, K. He, and D. G. Streets (2010), Environmental implication of electric vehicles in China, Envrion. Sci. Technol., 44, 4856–4861.

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