Opt Express. 2020 Dec 7;28(25):37149-37166. doi: 10.1364/OE.405871.
Light scattering characteristics of the cyanobacterium Microcystis are investigated with numerical models for sphere aggregates. During summer bloom seasons, Microcystis is prevalent in many inland waters across the globe. Monitoring concentrations with remote sensing techniques requires knowledge of the inherent optical properties (IOPs), especially the backscattering properties of Microcystis cells and colonies in natural settings. In situ measurements in waters dominated by Microcystis blooms have previously detected extremely high backscattering ratios, i.e., b/b>0.043 at 443 nm [1], the highest to our knowledge in the natural environment. These highb/bvalues could hold promise as a diagnostic tool in identifying and monitoring Microcystis using optical approaches. However, it has been unclear how this type of optically 'soft' organic particle can generate such highb/bvalues. In this study, the Multiple Sphere T-matrix (MSTM) model is used to calculate the IOPs of model colonies, including b/b. Colony sizes in the model ranged from several cells to several hundred and both colony packing density and cell gas vacuole content were varied. Results are compared with model results for equivalent-volume spheres (EVS) and direct in situ measurements. Colony formation was required in the modeling to reproduce the high b/bconsistent with in situ measurements. The combination of moderate to very dense colony (packing density >30%) and high gas vacuole content in individual cells (volume percentage >20%) was the most favorable condition leading to rapid increases in b/bwith increasing number of cells N of the colony. Significant linear correlations were observed betweenb/b and for these colonies, whereb/b increased beyond 0.04 once cell number reached about 1000 cells in the case with the most densely packed cells and highest gas vacuole content. Within commonly observed colony sizes (N <10), colonies with high gas vacuole content exhibited b/bvalues up to 0.055, consistent with direct measurements from Lake Erie. Polarized scattering was also of interest as a diagnostic tool, particularly with future Earth-orbiting polarimeters being deployed for the NASA Plankton, Aerosols, Cloud, ocean Ecosystem (PACE) mission. The Degree of Linear Polarization (DoLP), expressed by the ratio of two Mueller matrix elements-P/P, decreased with increasing colony cell number for Microcystis. Another ratio of two Mueller matrix elementsP/P, an index for nonsphericity, also decreased with increasing colony size. In addition to higher relative backscattering, greater colony packing density and larger gas vacuole sizes both led to lower DoLP peak magnitude and lowerP/P. An optical opposition feature due to constructive phase interference that was observed previously for cosmic dusts is also present for these modeled colonies, manifested by a narrow intensity peak and negative polarization dip near exact backscattering direction, gradually forming as colony size increases.
采用球体聚集的数值模型研究了蓝藻微囊藻的光散射特性。在夏季水华季节,微囊藻在全球许多内陆水域中普遍存在。利用遥感技术监测浓度需要了解固有光学特性(IOP),特别是天然环境中微囊藻细胞和群体的后向散射特性。以前在以微囊藻水华为主的水域中的现场测量发现,后向散射比极高,即在 443nm 处 b/b>0.043[1],这是我们所知的在自然环境中的最高值。这些高 b/b 值有望成为通过光学方法识别和监测微囊藻的诊断工具。然而,目前还不清楚这种类型的光“软”有机颗粒如何产生如此高的 b/b 值。在这项研究中,使用多重球体 T 矩阵(MSTM)模型来计算模型群体的 IOP,包括 b/b。模型中的群体大小从几个细胞到几百个细胞不等,并且改变了群体的堆积密度和细胞气腔含量。将结果与等效体积球体(EVS)的模型结果和直接现场测量结果进行了比较。在建模中需要形成群体以重现与现场测量一致的高 b/b 值。适中至非常密集的群体(堆积密度>30%)和单个细胞中气腔含量高(体积百分比>20%)的组合是导致 b/b 值随着群体中细胞数 N 的增加而快速增加的最有利条件。对于这些群体,观察到 b/b 与 之间存在显著的线性相关性,其中一旦细胞数达到约 1000 个细胞(在细胞堆积密度最高和气腔含量最高的情况下),b/b 就会超过 0.04。在常见的群体大小(N<10)范围内,具有高气腔含量的群体表现出高达 0.055 的 b/b 值,与从伊利湖获得的直接测量值一致。偏振散射也作为一种诊断工具很有意义,特别是随着 NASA 浮游生物、气溶胶、云、海洋生态系统(PACE)任务部署的未来地球轨道偏振仪。表示为两个 Mueller 矩阵元素-P/P 的比率的线偏振度(DoLP)随着微囊藻的群体细胞数的增加而降低。另一个 Mueller 矩阵元素 P/P 的比率,非球形度的指标,也随着群体尺寸的增加而降低。除了更高的相对后向散射外,更大的群体堆积密度和更大的气腔尺寸都导致更低的 DoLP 峰值幅度和更低的 P/P。以前在宇宙尘埃中观察到的由于建设性相位干扰而产生的光学对抗特征也存在于这些建模群体中,表现为在接近精确后向散射方向处存在一个狭窄的强度峰和负偏振陷波,随着群体尺寸的增加逐渐形成。