Flux measurements of NOx, O3 and Ox: Emission characteristics, inventory validation and titration effects

  • Xiaoxiao Zhang
  • , Bin Yuan*
  • , Yibo Huangfu
  • , Huizhi Liu
  • , Thomas Karl
  • , Ming Chang
  • , Shiyi Chen
  • , Tao Song
  • , Jintai Lin
  • , Guannan Geng
  • , Hongjuan Li
  • , Eran Tas
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

As the precursor of ozone and secondary particles, the incomplete knowledge of NOx emission dynamics constrains our ability to fully elucidate air pollution formation. Flux measurements offer new insights into NOx emissions and titration effects. Here, we present eddy covariance flux measurements of NOx, O3 and Ox in urban Beijing during the summer of 2023. The measured NOx flux was positive with the 24-h average of 10.4 ± 10.7 nmol/m2/s, which is at the lower end of the flux reported in urban regions. The low NOx emission strength in urban Beijing may be related to the successful control measures of diesel vehicles, while confirming significant dependence of NOx flux with traffic flow. The discrepancies by a factor of 1.3–14.5 between measured NOx flux and estimates in emission inventories are observed, indicating most emission inventories may fail to accurately characterize NOx emissions in Beijing. Better agreements between flux measurements and satellite retrieval are obtained. In contrast to NOx, predominantly downward fluxes were observed for ozone (O3) and Ox (=O3 + NO2). A multiple linear regression (MLR) method is developed to examine the impacts of NOx emissions on the ozone downward flux, revealing that NOx emissions induce 54 ± 53 % of ozone downward flux average over the observation period. This study demonstrates valuable information on emission strength and chemical transformation provided by eddy covariance flux measurements of NOx, O3 and Ox.

Original languageEnglish
Article number127213
JournalEnvironmental Pollution
Volume386
DOIs
StatePublished - 1 Dec 2025

Bibliographical note

Publisher Copyright:
© 2025 Elsevier Ltd

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities

Keywords

  • Emission inventory
  • Flux
  • NO
  • O downward flux
  • Titration effect
  • Traffic flow

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