State Environmental Protection Key Laboratory of Urban Ambient Air Particulate Matter Pollution Prevention and Control & Center for Urban Transport Emission Research, College of Environmental Science and Engineering , Nankai University , Tianjin 300350 , P. R. China.
School of Civil and Environmental Engineering , Georgia Institute of Technology , Atlanta , Georgia 30332 , United States.
Environ Sci Technol. 2019 Aug 6;53(15):8903-8913. doi: 10.1021/acs.est.9b00181. Epub 2019 Jul 11.
In this work, we utilize a rich set of simulated and ground-based observational data in Tianjin, China to examine and compare the differences in aerosol acidity and composition predicted by three popular thermodynamic equilibrium models: ISORROPIA II, the Extended Aerosol Inorganics Model vision IV (E-AIM IV), and the Aerosol Inorganic-Organic Mixtures Functional groups Activity Coefficients model (AIOMFAC). The species used to estimate aerosol acidity for both simulated and ambient data were NH, Na, SO, NO, and Cl. For simulated data, there is good agreement between ISORROPIA II and E-AIM IV predicted acidity in the forward and metastable mode, resulting from the hydrogen ion activity coefficient (γ) and the molality () showing opposite trends. While almost all other inorganic species concentrations are found to be similar among the three models, such is not the case for the bisulfate ion (HSO), which is linked to . We find that differences in predicted bisulfate between the three models primarily result from differences in the treatment of the HSO ↔ H + SO reaction for highly acidic conditions. This difference in bisulfate is responsible for much of the difference in estimated pH for the ambient data (average pH of 3.5 for ISORROPIA II and 3.0 for E-AIM IV).
在这项工作中,我们利用了中国天津丰富的模拟和地面观测数据,检查和比较了三种流行的热力学平衡模型(ISORROPIA II、扩展气溶胶无机物模型 Vision IV(E-AIM IV)和气溶胶无机物-有机物混合功能基团活度系数模型(AIOMFAC))预测的气溶胶酸度和组成的差异。用于估计模拟和环境数据中气溶胶酸度的物种有 NH、Na、SO、NO 和 Cl。对于模拟数据,ISORROPIA II 和 E-AIM IV 在正向和亚稳模式下预测的酸度具有很好的一致性,这是由于氢离子活度系数(γ)和克分子浓度()呈现相反的趋势。虽然在这三种模型中发现几乎所有其他无机物种浓度都相似,但二硫酸盐离子(HSO)并非如此,它与有关。我们发现,三种模型之间预测的二硫酸盐差异主要源于对高度酸性条件下 HSO↔H + SO 反应的处理差异。这种二硫酸盐的差异是导致环境数据中估计 pH 值差异的主要原因(ISORROPIA II 的平均 pH 值为 3.5,E-AIM IV 为 3.0)。