Jianxiong Yang, Jiajin Li, Zhihang Xiong, Wei Cui, Ran Bi, Ran Liao, Hui Ma
{"title":"Real-time monitoring of chlorination treatment in Microcystis cells by simultaneously measuring the polarized light scattering and fluorescence","authors":"Jianxiong Yang, Jiajin Li, Zhihang Xiong, Wei Cui, Ran Bi, Ran Liao, Hui Ma","doi":"10.1016/j.eti.2023.103433","DOIUrl":null,"url":null,"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.","PeriodicalId":11899,"journal":{"name":"Environmental Technology and Innovation","volume":"80 3","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Technology and Innovation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.eti.2023.103433","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.