Development and implementation of SOMA: A secondary organic module for aerosol integration in high-resolution air quality simulations

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Authors: Giannis Ioannidis, Nikoletta Bouloti, Paul Tremper, Chaofan Li, Christos Boikos, Nikolaos Rapkos, Till Riedel, Miikka Dal Maso, Leonidas D. Ntziachristos
Cited by: 1
References: 77

Abstract

Abstract. Secondary Organic Aerosols (SOAs) are formed following oxidation of Volatile Organic Compounds (VOCs) in the atmosphere and have a significant contribution to fine particulate matter concentrations. Understanding SOA formation is crucial, particularly in urban environments, where various emission sources contribute across different time scales. To decipher SOA formation dynamics, this study introduces SOMA (Secondary Organic Module for Aerosol) embedded in air quality modelling. SOMA considers VOC oxidation with OH using species concentrations, exposure duration, NOx levels and SOA yields as inputs, the latter obtained from the GECKO-A model. A total of 113 experiments are gathered from literature, involving four different VOC species (α-pinene, isoprene, limonene, and toluene), to produce correction factors depending on ozone (O3) levels, relative humidity (RH), and temperature (T). SOMA was linked to CFD modelling and was used to characterise the dispersion of toluene SOA emissions from traffic in a heavily trafficked area in Augsburg, Germany. The dispersion model was used to simulate pollutant recirculation in the examined area using a novel approach by combining both local road traffic emissions and background sources. SOA formation from toluene was examined over a 12-h period. The results indicated that background SOA constituted 21–53 % of the identified SOA mass. After 7 hours, the influence of background SOA on modelled concentrations became negligible due to precursor consumption and dilution. The combination of high-resolution pollution maps generated by CFD and atmospheric chemistry involving SOA formation enhances the air quality modelling capabilities and can provide valuable information to the scientific community.

Fields of Study & Subjects

Atmospheric chemistry and aerosols Air Quality Monitoring and Forecasting Vehicle emissions and performance

Publication details

Journal / source
Atmospheric Pollution Research
Publisher
Elsevier BV
Volume
17
Issue
8
Pages
103096–103096
Publication date
10 June 2026
Language
EN