Use of the Inventories

These inventories are available for non-commercial use only. The monthly total emissions, by pollutant, with 0.1 by 0.1 degree spatial resolution may be freely downloaded from this website. You may also contact us to inquire about and discuss conditions of sharing and use for daily inventories, source-specific emission inventories for some pollutants (Table 2), or the results of Monte Carlo simulation-based uncertainty analyses.
The files with the extension 'nc' contain monthly gridded emission data (1800x3600) provided in Network Common Data Form (NetCDF). Each file includes 12 monthly datasets for a given year. The files are named according to the following standard: ‘’. For example, the file ‘’ contains monthly emissions for black carbon (BC) in 2014.
Of note, for one inventory, namely methane (CH4), only annual emission data for China are available at this stage. It is also the first version. The file name is PKU-CH4-China-v1.
All datasets and maps provided through this website may be used for non-commercial use only. For any use of these data, proper citation must be provided by the users (Table 1).
The project team disclaims any liability with respect to inaccurate data and information on this website.

Data Download

Proper citation must be included in references for any kinds of usage of data from the files below.


Please use Chrome to download.


Chen, H; Huang, Y.; Shen, H. Z.; Chen, Y. L.; Ru, M. Y.; Chen, Y. C.; Lin, N.; Su, Shu.; Zhuo, S. J.; Zhong, Q. R.; Wang, X. L.; Li, B. G.; Tao, S*, Modeling temporal variations in global residential energy consumption , Appl. Energy, 2017, 184, 820-829.
Chen, Y.; Wang, R.; Shen, H.; Li, W.; Chen, H.; Huang, Y.; Zhang, Y.; Chen, Y.; Su, S.; Lin, N.; Liu, J.; Wang, X.; Liu, W.; Coveney, R. M.; Tao, S. Global mercury emissions from combustion in light of international fuel trading. Environ. Sci. Technol. 2014, 48, 1727-1735.
Huang, Y.; Shen, H. Z.; Chen, H.; Wang, R.; Zhang, Y. Y.; Su, S.; Chen, Y. C.; Lin, N.; Zhuo, S. J.; Zhong, Q. R.; Wang, X. L.; Liu, J. F.; Li, B. G.; Liu, W. X.; Tao, S. Quantification of global primary emissions of pm2.5, pm10, and tsp from combustion and industrial process sources. Environ. Sci. Technol. 2014, 48, 13834-13843.
Huang, Y.; Shen, H. Z.; Chen, Y. L.; Zhong, Q. R.; Chen, H.; Wang, R.; Shen, G. F.; Liu, J. F.; Li, B. G.; Tao, S. Global organic carbon emissions from primary sources from 1960 to 2009. Atmos. Environ., 2015, 122, 505-512.
Liu, Z.; Guan, D.; Wei, W.; Davis, S.J.; Ciais, P.; Peng, S.; Zhang, Q.; Hubacek, K.; Marland, G.; Andres, R.J.; Crawford-Brown, D.; Lin, J.; Zhao, H.; Hong, C.; Boden, T.A.; Feng, K.; Peters, G.P.; Xi, F.; Liu, J.; Li, Y.; Zhao, Y.; Zeng, N.; He, K. Reduced carbon emission estimates from fossil fuel combustion and cement production in China. Nature, 2015, 524(7565): 335-338.
Meng, W. J.; Zhong, Q. R.; Yun, X.; Zhu, X.; Huang, T. B.; Shen, H. Z.; Chen, Y. L.; Chen, H.; Zhou, F.; Liu, J. F.; Wang, X. M.; Zeng, E. Y.; Tao, S. Improvement of a global high-resolution ammonia emissions inventory for combustion and industrial sources with new data from the residential and transportation sectors, Environ. Sci. Technol., 2017, 51 (5), 2821-2829.
Shen, H.; Huang, Y.; Wang, R.; Zhu, D.; Li, W.; Shen, G.; Wang, B.; Zhang, Y.; Chen, Y.; Lu, Y.; Chen, H.; Li, T.; Sun K.; Li, B.; Liu, W.; Liu, J.; Tao, S. Global atmospheric emissions of polycyclic aromatic hydrocarbons from 1960 to 2008 and future predictions, Environ. Sci. Technol. 2013, 47, 6415–6424.
Wang, R.; Tao, S.; Ciais, P.; Shen, H. Z.; Huang, Y.; Chen, H.; Shen, G. F.; Wang, B.; Li, W.; Zhang, Y. Y.; Lu, Y.; Zhu, D.; Chen, Y. C.; Liu, X. P.; Wang, W. T.; Wang, X. L.; Liu, W. X.; Li, B. G.; Piao, S. L. High-resolution mapping of combustion processes and implications for CO2 emissions. Atmos. Chem. Phys. 2013, 13, 5189-5203.
Wang, R.; Tao, S.; Shen H.; Huang, Y.; Chen, H.; Balkanski, Y.; Boucher, O.; Ciais, O.; Shen, G.; Li, W.; Zhang, Y.; Chen, Y.; Lin, N.; Su, S.; Li, B.; Liu, J.; Liu, W. Trend in Global Black Carbon Emissions from 1960 to 2007. Environ. Sci. Technol., 2014, 48, 6780-6787.
van der Werf G. R.; Randerson, J. T.; Giglio, L.; Collatz, G. J.; Mu, M.; Kasibharla, P. S.; Morton, D. C.; DeFries, R. S.; Jin, Y.; van Leeuwen, T. T., Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997-2009). Atmos. Chem. Phys. 2010, 10, 11707-11735.
Zhong, Q.; Huang, Y.; Shen, H.; Chen, Y.; Chen, H.; Huang, T.; Zeng, E.; Tao, S. Global estimates of carbon monoxide emissions from 1960 to 2013. Environ. Sci. Pollut. Res. 2017, 24, 864-873