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Updated: Apr 17, 2026

Automated, High-resolution Mobile Collection System for the Nitrogen Isotopic Analysis of NOx
Published on: December 20, 2016
Filterable and Condensable Particulate Nitrate Emissions from Plumes over North China.
Yuanzhe Ni1,2, Zhenze Liu1,2, Jianhua Qi1,2
1Key Laboratory of Marine Environment and Ecology, Ministry of Education, Ocean University of China, Qingdao 266100, China.
Particulate nitrate (NO3-) in North China has a missing source, identified as condensable particulate matter (CPM) from industrial and power sectors. This primary NO3- (P-NO3-) significantly impacts air quality models and mitigation strategies.
Area of Science:
- Atmospheric Chemistry
- Environmental Science
- Air Quality Modeling
Background:
- Particulate nitrate (NO3-) in North China is often underestimated by chemical transport models (CTMs).
- A persistent low bias in models suggests a missing source of NO3-.
Purpose of the Study:
- To quantify plume primary NO3- (P-NO3-), including filterable and condensable fractions, in North China.
- To investigate the contribution of condensable particulate matter (CPM) to P-NO3- emissions.
- To improve the accuracy of air quality models by incorporating a missing NO3- source.
Main Methods:
- Integrated a sector-specific emissions framework with oxygen-isotope constraints and WRF-CMAQ simulations.
- Compiled a China-specific source-profile database for filterable P-NO3-.
- Constructed a comprehensive CPM inventory across nine anthropogenic sectors.
- Applied a Bayesian isotope model (δ18O) to determine P-NO3- contributions.
Main Results:
- Plume P-NO3- emissions were dominated by the condensable fraction (91.5%) and industrial/power sources (92.5%).
- Incorporating CPM into CMAQ increased near-surface P-NO3- by 4.6-10.1%, improving model performance.
- Oxygen-isotope analysis indicated P-NO3- contributions of 4.5-13.1% and highlighted model overestimation of the NO3- to ·OH+NO2 pathway when this source was omitted.
Conclusions:
- Condensable particulate matter (CPM)-driven plume P-NO3- represents a significant missing source in North China.
- Explicit representation of CPM-driven P-NO3- is crucial for accurate air quality inventories, CTMs, and NO3- mitigation strategies.
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