Preprints
https://doi.org/10.5194/essd-2026-752
https://doi.org/10.5194/essd-2026-752
03 Nov 2026
 | 03 Nov 2026
Status: this preprint is currently under review for the journal ESSD.

Updated historical (1750–2023) trends of reactive gases and aerosols from the Community Earth atmospheric Data System (CEDS)

Rachel Hoesly, Steven Smith, Hamza Ashan, Noah Prime, Patrick O'Rourke, Kalyn Dorheim, Monica Crippa, Zbigniew Klimont, Diego Guizzardi, Leyang Feng, Colin Harkins, Brian C. McDonald, and Shuxiao Wang

Abstract. Estimates of anthropogenic air pollutants and reactive gases remain essential for air quality, weather and other earth systems modeling. Here we present an updated historical time series (1750–2023) produced by the Community Earth atmospheric Data System (CEDS), version CEDS v_2025_03_18, which is widely used in national and international models and modeling exercises. This dataset provides historical estimates of anthropogenic chemically reactive atmospheric gases (carbon monoxide – CO, methane – CH4, ammonia – NH3, nitrous oxides – NOX, sulfur dioxide – SO2, and non-methane volatile orgaic compounds – NMVOCs), carbonaceous aerosols (black carbon – BC, and organic carbon – OC), as well as carbon dioxide – CO2 and nitrogen dioxide – N2O. Aggregate annual estimates are available by 220 countries, 62 sectors, and 8 fuels (in addition to process emissions). Gridded data are available for 9 final gridding sectors with monthly seasonality and VOC speciation in netcdf v4 (HDFv5) format with CF-compliant metadata at 0.5-degree resolution for the full time series and downscaled to 0.1 degree from 1980 forward.

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Rachel Hoesly, Steven Smith, Hamza Ashan, Noah Prime, Patrick O'Rourke, Kalyn Dorheim, Monica Crippa, Zbigniew Klimont, Diego Guizzardi, Leyang Feng, Colin Harkins, Brian C. McDonald, and Shuxiao Wang

Status: open (until 10 Dec 2026)

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Rachel Hoesly, Steven Smith, Hamza Ashan, Noah Prime, Patrick O'Rourke, Kalyn Dorheim, Monica Crippa, Zbigniew Klimont, Diego Guizzardi, Leyang Feng, Colin Harkins, Brian C. McDonald, and Shuxiao Wang

Data sets

CEDS v_2025_03_18 Aggregate Data R. Hoesly et al. https://doi.org/10.5281/zenodo.15059443

CEDS v_2025_04_18 Gridded Emissions Data 0.5 degree R. Hoesly et al. https://doi.org/10.5281/zenodo.15127477

CEDS v_2025_04_18 Gridded Data 0.1 degree R. Hoesly et al. https://doi.org/10.5281/zenodo.15001546

Model code and software

CEDS R. Hoesly et al. https://github.com/JGCRI/CEDS

Rachel Hoesly, Steven Smith, Hamza Ashan, Noah Prime, Patrick O'Rourke, Kalyn Dorheim, Monica Crippa, Zbigniew Klimont, Diego Guizzardi, Leyang Feng, Colin Harkins, Brian C. McDonald, and Shuxiao Wang
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Latest update: 03 Nov 2026
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Short summary
Here we present an updated historical time series (1750–2023) produced by the Community Earth atmospheric Data System (CEDS), which is widely used in national and international models and modeling exercises. This dataset provides historical estimates of air pollutants and other gases. Aggregate annual estimates are available by 220 countries, 62 sectors, and 8 fuels (in addition to process emissions). Gridded data are also available.
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