Control strategies for biofilm control in reclaimed water distribution systems from the perspective of microbial antagonism and electrochemistry

被引:3
作者
Wang, Tianzhi [1 ,2 ]
Zhang, Tianjiao [1 ]
Dai, Xingda [1 ]
Wang, Weijie [1 ]
Wang, Jiehua [1 ]
机构
[1] Tianjin Univ, Sch Environm Sci & Engn, Tianjin 300350, Peoples R China
[2] China Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
Reclaimed water (RW); Drip distribution systems; Biofilm; Microbial antagonism (MA); Electrochemical oxidation (EO); DRINKING-WATER; DRIP IRRIGATION; COMMUNITY; DISINFECTION; CHLORINE; BIOCONTROL; GROWTH; REUSE;
D O I
10.1016/j.scitotenv.2022.155289
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Biofilm formation in reclaimed water (RW) distribution systems presents significant technical challenges to RW utili-zation. Two main technologies to control biofilm formation, microbial antagonism (MA) and electrochemical oxida-tion (EO), are not yet widely used in drip irrigation systems (DIS) and their mechanisms of action need further clarification. In this study, we first showed that the MA and EO treatments reduced biofilm formation by about 62% and 68%,respectively, and extracellular polymeric substance (EPS) content by 14% and 49%, respectively, in biofilms compared with raw RW type 1 (R-RW1) in unused pipes, thus effectively improving the performance of DIS. When MA-RW and EO-RW were applied to already clogged systems, the degree of clogging alleviation varied depending on the severity of the original clogging. We recommend adding the antagonist, Bacillus subtilis, to RW at 25% clogging for the maximum effect and to slow the microbial adaptation process. Compared to MA, the recovery effect of EO was slower initially but lasted longer and had a significantly better alleviating effect on severely clogged pipelines. Illumina Mi-SEQ high-throughput sequencing data showed that both MA and EO resulted in a significant decrease in microbial di-versity, dynamic changes in bacterial community structure, and disruption of network interaction and network mod-ularity. Meanwhile, both treatments promoted the growth of specific microorganisms, enhanced the interaction between certain microbial components, and improved the efficiency of information, matter, and energy exchange within the modules. In summary, we verified the dredging effect of two strategies on DIS under different water condi-tions, revealed the differences in their mechanisms of action, and proposed their application scenarios. Our results will help improve the efficiency of RW in agricultural drip irrigation systems and effectively reduce maintenance costs.
引用
收藏
页数:11
相关论文
共 51 条
[1]   Advanced Thermal Hydrolysis: Optimization of a Novel Thermochemical Process to Aid Sewage Sludge Treatment [J].
Abelleira, Jose ;
Perez-Elvira, Sara I. ;
Portela, Juan R. ;
Sanchez-Oneto, Jezabel ;
Nebot, Enrique .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2012, 46 (11) :6158-6166
[2]   Effects of wastewater disinfectants on the soil: Implications for soil microbial and chemical attributes [J].
Agnelo, Lucas ;
Leonel, Lays Paulino ;
Silva, Noely Bochi ;
Candello, Fernando Pena ;
Schneider, Jerusa ;
Tonetti, Adriano Luiz .
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 706 (706)
[3]   Bravais-Pearson and Spearman correlation coefficients: meaning, test of hypothesis and confidence interval [J].
Artusi, R ;
Verderio, P ;
Marubini, E .
INTERNATIONAL JOURNAL OF BIOLOGICAL MARKERS, 2002, 17 (02) :148-151
[4]   Utilization of winery wastes for Trichoderma viride biocontrol agent production by solid state fermentation [J].
Bai Zhihui ;
Jin Bo ;
Li Yuejie ;
Chen Jian ;
Li Zuming .
JOURNAL OF ENVIRONMENTAL SCIENCES, 2008, 20 (03) :353-358
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   Bacterial community of iron tubercles from a drinking water distribution system and its occurrence in stagnant tap water [J].
Chen, Lu ;
Jia, Rui-Bao ;
Li, Li .
ENVIRONMENTAL SCIENCE-PROCESSES & IMPACTS, 2013, 15 (07) :1332-1340
[7]  
Cherepanova EA, 2021, APPL BIOCHEM MICRO+, V57, P636, DOI [10.1134/S0003683821050033, 10.31857/S0555109921050032]
[8]   A submerged membrane bioreactor under unprecedentedly short hydraulic retention time enabled by non-woven fabric pre-filtration and electrochemical membrane cleaning [J].
Chung, Chong Min ;
Yamamoto, Kazuo ;
Cho, Kangwoo .
JOURNAL OF MEMBRANE SCIENCE, 2019, 592
[9]   Alleviation of membrane fouling in a submerged membrane bioreactor with electrochemical oxidation mediated by in-situ free chlorine generation [J].
Chung, Chong Min ;
Tobino, Tomohiro ;
Cho, Kangwoo ;
Yamamoto, Kazuo .
WATER RESEARCH, 2016, 96 :52-61
[10]   Inhibition of Flavobacterium psychrophilum biofilm formation using a biofilm of the antagonist Pseudomonas fluorescens FF48 [J].
De la Fuente, Mery ;
Vidal, Jose M. ;
Miranda, Claudio D. ;
Gonzalez, Gerardo ;
Urrutia, Homero .
SPRINGERPLUS, 2013, 2 :1-9