Advanced modeling of the absorption enhancement of black carbon particles in chamber experiments by considering the morphology and coating thickness

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 (E-abs), 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 (Delta D-ve/D-ve,D-0) and fractal dimension (D-f), which can also reflect the variations of D-f during the whole BC aging process. BC with externally and partly mixed states (0 <= Delta D-ve/D-ve,D-0 <= 0.5) can be considered to be uniformly distributed with the D-f values of 1.8-2.1, whereas the D-f values are constrained in the range 2.2-2.8 for fully mixed states (Delta D-ve/D-ve,D-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 D-f and Delta D-ve/D-ve,D-0 on E-abs, we propose a two-stage calibration equation to correct the E-abs values estimated by the core-shell model, which reduces the simulation error in the Mie calculation by 6%-14%. (c) Higher Education Press 2024