Real-time monitoring of chlorination treatment in Microcystis cells by simultaneously measuring the polarized light scattering and fluorescence

Jianxiong Yang, Jiajin Li, Zhihang Xiong, Wei Cui, Ran Bi, Ran Liao, Hui Ma
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Abstract

Chlorination treatment is widely used in cyanobacterial blooms to reduce the harmful impact on the aquatic system. However, it is hard to timely monitor the effect of treatment and formation of disinfection by-products (DBPs) produced by intracellular organic matter (IOM) may cause second damage to the environment. In this work, we used a conceptual setup to simultaneously measure the polarization and fluorescence parameters (PFPs) from single Microcystis cells for monitoring the continuous process of chlorination. Both the cultured samples and the field-collected samples were firstly treated with different sodium hypochlorite (NaClO) concentrations, and then they were respectively measured by the setup. Results showed that PFPs changed significantly during the chlorination treatment, which had a strong correlation with the concentration of NaClO solution. Based on the machine learning model, the proportions of dead cultured cells in different concentrations (1, 5, and 10 mg/L) grew to 35.59%, 57.10%, and 84.54% respectively after 10 min. Besides, the proportion of dead field-collected cells under chlorination (10 mg/L) for 10 min was 75.11%. Graphs from SEM and TEM revealed that cell membrane damage commonly occurred with the concentration of 10 mg/L NaClO during the same period. The trends of optical density at 680 nm obtained by spectrophotometer decreased as the chlorine concentrations, which agreed with the changes in fluorescence intensity at the low concentrations. This paper demonstrates the feasibility of the setup and PFPs to real-time monitor the chlorination treatment for cyanobacterial blooms in aquatic environments.

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通过同时测量偏振光散射和荧光来实时监测微囊藻细胞的氯化处理
氯化处理被广泛应用于蓝藻华,以减少对水生系统的有害影响。然而,处理效果难以及时监测,胞内有机物(IOM)产生的消毒副产物(DBPs)的形成可能对环境造成二次破坏。在这项工作中,我们使用了一个概念装置来同时测量单个微囊藻细胞的偏振和荧光参数(PFPs),以监测连续的氯化过程。首先用不同浓度的次氯酸钠(NaClO)处理培养样品和田间采集样品,然后分别用该装置进行测定。结果表明,在氯化处理过程中,PFPs发生了显著变化,与NaClO溶液浓度有很强的相关性。基于机器学习模型,不同浓度(1、5、10 mg/L)培养的细胞死亡比例在10 min后分别增长至35.59%、57.10%、84.54%,10 mg/L氯化10 min后现场采集的细胞死亡比例为75.11%。扫描电镜(SEM)和透射电镜(TEM)图显示,10 mg/L的NaClO浓度在同一时间内普遍发生细胞膜损伤。在680nm处光密度随氯浓度的增加而减小,这与低浓度下荧光强度的变化趋势一致。本文论证了该装置和PFPs实时监测水体环境中蓝藻华的氯化处理的可行性。
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