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Atmospheric and Earth System Modeling towards Coordinated Pollution Control and Climate Change Mitigation
Editors: Yuhang Wang, Hongliang Zhang, Yang Gao, Bin Zhao & Peng Wang
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  • RESEARCH ARTICLE
    Xiaodong Wei, Jianlin Hu, Chao Liu, Xiaodong Xie, Junjie Yin, Song Guo, Min Hu, Jianfei Peng, Huijun Wang
    Frontiers of Environmental Science & Engineering, 2024, 18(9): 116. https://doi.org/10.1007/s11783-024-1876-4

    ● CS structure overestimates ρ eff by nearly six times at externally mixed states.

    ● FA method reproduces the evolution of BCc morphology.

    ● MSTM can reproduce a more realistic evolution of optical properties.

    ● A two-stage calibration of E abs as the function of coating fractions is developed.

    Measurements studies have shown that the absorption of radiation by black carbon (BC) increases as the particles age. However, there are significant discrepancies between the measured and modeled absorption enhancement (Eabs), largely due to the simplifications used in modeling the mixing states and shape diversities. We took advantage of chamber experiments on BC aging and developed an efficient method to resolve the particle shape based on the relationship between the coating fraction (∆Dve/Dve,0) and fractal dimension (Df), which can also reflect the variations of Df during the whole BC aging process. BC with externally and partly mixed states (0 ≤ ∆Dve/Dve,0 ≤ 0.5) can be considered to be uniformly distributed with the Df values of 1.8–2.1, whereas the Df values are constrained in the range 2.2–2.8 for fully mixed states (∆Dve/Dve,0 > 0.5). The morphological parameters (i.e., the effective density and the dynamic shape factor) were compared with the measured values to verify the simulated morphology. The simulated mean deviations of morphological parameters were smaller than 8% for the method resolving the particle shape. By applying a realistic shape and refractive index, the mass absorption cross for fully mixed states can be improved by 11% compared with a simplified core–shell model. Based on our understanding of the influence of Df and ∆Dve/Dve,0 on Eabs, we propose a two-stage calibration equation to correct the Eabs values estimated by the core–shell model, which reduces the simulation error in the Mie calculation by 6%–14%.