Real-time analysis and classification of bioaerosols based on optical scattering properties

M. Kaliszewski, E. Trafny, M. Włodarski, R. Lewandowski, M. Stępińska, M. Kwaśny, J. Kostecki, K. Kopczyński
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引用次数: 2

Abstract

The size and shape of biological particles are important parameters allowing discrimination between various species. We have studied several aerosols of biological origin such as pollens, bacterial spores and vegetative bacteria. All of them presented different morphology. Using optical size and shape analyser we found good correlation between light scattering properties and actual particle features determined by scanning electron and fluorescence microscopy. In this study, we demonstrated that HCA (Hierarchical Cluster Analysis) offers fast and continuous bioaerosol classification based on shape and size data matrices of aerosols. The HCA gives an unequivocal interpretation of particle size vs. asymmetry data. Therefore, it may provide high throughput and reliable screening and classification of bioaerosols using scattering characteristics.
基于光学散射特性的生物气溶胶实时分析与分类
生物颗粒的大小和形状是区分不同物种的重要参数。我们研究了几种生物来源的气溶胶,如花粉、细菌孢子和营养细菌。它们都呈现出不同的形态。利用光学尺寸和形状分析仪,我们发现光散射特性与扫描电子显微镜和荧光显微镜测定的实际颗粒特征具有良好的相关性。在这项研究中,我们证明了HCA(层次聚类分析)基于气溶胶的形状和大小数据矩阵提供快速和连续的生物气溶胶分类。HCA给出了粒径与不对称数据的明确解释。因此,利用散射特性对生物气溶胶进行高通量、可靠的筛选和分类是可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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