Center for Atmospheric Particle Studies, Carnegie Mellon University, Pittsburgh, PA, USA.
Environ Sci Process Impacts. 2018 Nov 14;20(11):1512-1523. doi: 10.1039/c8em00166a.
We present a new algorithm for the analysis of whispering gallery modes (WGMs) found in the cavity enhanced Raman spectra retrieved from optically tweezed droplets. Our algorithm improves the computational scaling when analyzing core-shell droplets (i.e. phase-separated or biphasic droplets) in the aerosol optical tweezers (AOT), making it computationally practical to analyze spectra collected at a few Hz over hours-long experiments. This enables the determination of the size and refractive index of both the core and shell phases with high accuracy, at 0.5 Hz time resolution. Phase-separated core-shell droplets are common morphologies in a wide variety of biophysical, colloidal, and aerosolized chemical systems, and have recently become a major focus in understanding the atmospheric chemistry of particulate matter. Our new approach reduces the number of parameters directly searched for, decreasing computational demands. We assess the accuracy of the diameters and refractive indices retrieved from a homogeneous or core-shell droplet. We demonstrate the performance of the new algorithm using experimental data from a droplet of aqueous glycerol coated by squalane. We demonstrate that a shell formation causes adjacent WGMs to split from each other in their wavenumber position through the addition of a secondary organic aerosol shell around a NaCl(aq) droplet. Our new algorithm paves the way for more in-depth physiochemical experiments into liquid-liquid phase separation and their consequences for interfacial chemistry-a topic with growing experimental needs for understanding the dynamics and chemistry of atmospheric aerosol particles, and in biochemical systems.
我们提出了一种新的算法,用于分析从光镊捕获的液滴中提取的腔增强拉曼光谱中的 whispering gallery 模式(WGMs)。我们的算法改进了分析气溶胶光镊(AOT)中核壳液滴(即相分离或双相液滴)时的计算缩放比例,使其能够在数小时的实验中以几赫兹的频率分析收集的光谱。这使得能够以 0.5 Hz 的时间分辨率高精度确定核和壳相的大小和折射率。相分离的核壳液滴是广泛的生物物理、胶体和气溶胶化学系统中常见的形态,并且最近已成为理解颗粒物大气化学的主要关注点。我们的新方法减少了直接搜索的参数数量,降低了计算需求。我们评估了从均匀或核壳液滴中检索的直径和折射率的准确性。我们使用涂有 squalane 的水溶液甘油液滴的实验数据演示了新算法的性能。我们证明了通过在 NaCl(aq)液滴周围添加二次有机气溶胶壳,壳形成会导致相邻的 WGM 在其波数位置彼此分裂。我们的新算法为更深入的液 - 液相分离及其对界面化学的影响的物理化学实验铺平了道路,这是一个具有越来越多实验需求的主题,用于理解大气气溶胶粒子的动力学和化学,以及在生化系统中。