the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Resolving Systematic Errors in Sulfate Source Apportionment: A Field-Validated Kinetic Isotope Fractionation Framework
Abstract. Sulfates represent a critical constituent of atmospheric fine particulate matter (PM2.5), significantly influencing air quality and climate dynamics. Precise quantification of atmospheric sulfate formation mechanisms and emission sources through stable isotope fractionation analysis represents a critical advancement in particulate matter pollution control. Conventional isotopic models relying on idealized complete SO2 oxidation scenarios, while providing preliminary source apportionment estimates, exhibit systematic errors in reaction pathway quantification. Our field-validated approach incorporating actual atmospheric oxidation processes demonstrates that transition-metal ions (TMI)-catalyzed and NO2-mediated pathways dominate sulfate production, with coal combustion (overestimate by 10.8 % in summer) and traffic emissions (underestimated by 8.2 % in summer) constituting primary sources. Comparative analysis reveals that traditional complete-oxidation models disproportionately diminish TMI pathway contributions, highlighting the necessity of kinetic fractionation corrections. These findings establish an improved isotopic tracing framework that resolves longstanding calculation discrepancies, delivering essential constraints for atmospheric sulfur cycle modeling and emission regulation strategies.
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Status: open (until 08 Apr 2026)
- RC1: 'Comment on egusphere-2025-6533', Anonymous Referee #1, 26 Feb 2026 reply
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General Comments:
Sulfate is an important part of atmospheric aerosol and has a significant influence on air quality. Investigation of sulfate sources and formation using stable isotopes is important for air pollution control. In this manuscript, it makes an important contribution by correcting a long-standing oversimplification in isotopic source apportionment. The comparison between complete-oxidation and incomplete-oxidation scenarios clearly demonstrates the biases introduced by traditional assumptions. However, several major concerns require clarification to improve its clarity and impact.
Specific Comments:
Reference:Wang, et al. 2016. Persistent sulfate formation from London Fog to Chinese haze, PNAS, 113, 13630-13635.
6. Lines 215-225: The concluding paragraph is effective but could be strengthened by mentioning policy implications for sulfate control.
Technical corrections:
Several references have incomplete DOIs (e.g., Han et al., 2022 has a PNAS DOI that doesn't match the journal)
Mang et al., 2018- check author names
Sinha, 2013 – incomplete reference (missing journal, volume, pages)
Ensure all in-text citations match reference list
Please correct language and technical errors throughout.