Wenjing Bai , Jiaojiao Xu , Zhen-Hu Hu , Rui Tang , Xinmin Zhan
{"title":"禽畜废水紫外线消毒中悬浮固体占主导地位的尾效应:流行病控制的机理解析和建模预测","authors":"Wenjing Bai , Jiaojiao Xu , Zhen-Hu Hu , Rui Tang , Xinmin Zhan","doi":"10.1016/j.watres.2025.124133","DOIUrl":null,"url":null,"abstract":"<div><div>During epizootic outbreaks in intensive livestock operations, wastewater serves as a critical transmission vector for zoonotic pathogens, necessitating advanced disinfection to mitigate public health hazards. Ultraviolet (UV) disinfection is commonly utilized in wastewater treatment, but the tailing phenomenon poses a significant challenge in suspended solids (SS)-enriched livestock wastewater. The mechanistic relationship between SS particle size and tailing dynamics remains poorly characterized. This study investigated the role of different-sized SS on the tailing levels of two typical fecal indicator bacteria (FIB) during UV disinfection of dairy wastewater through a combined experimental-modeling approach. Inactivation efficiency increased with initial increasing UV dose, but tailing effects emerged at UV dose beyond 513 mJ/cm², resulting in residual FIB concentrations of 5.07–5.21 log<sub>10</sub> CFU/L with <em>enterococci</em> exhibiting higher tailing level than total coliforms. Despite SS >1000 <em>μ</em>m accounting for 43.9% of total solids, >85% of FIB colonized on SS <200 <em>μ</em>m. This preferential association was linked to higher concentrations of extracellular polymeric substances, predominantly polysaccharides, on smaller particles. The critical SS size was identified at 337 <em>μ</em>m for total coliforms and 233 <em>μ</em>m for <em>enterococci</em>, respectively, which dominated the tailing level due to dual inhibitory effects on UV disinfection: (1) optical attenuation through UV absorption, and (2) physical shielding of embedded microorganisms. A novel disinfection tailing level prediction model for wastewater with high SS was developed by combining empirical SS size-tailing relationships with the principle of integration. The model demonstrated high accuracy (mean absolute error = 0.116 and Nash-Sutcliffe efficiency = 0.908) and precision (standard deviation = 0.134). These findings advance mechanistic understanding of SS-mediated tailing phenomena and offer actionable insights for biosecurity management of wastewater during epizootic events of animal farms.</div></div>","PeriodicalId":443,"journal":{"name":"Water Research","volume":"285 ","pages":"Article 124133"},"PeriodicalIF":12.4000,"publicationDate":"2025-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Suspended solids dominated tailing effect in UV disinfection of livestock wastewater: Mechanistic deciphering and modelling prediction for epidemic control\",\"authors\":\"Wenjing Bai , Jiaojiao Xu , Zhen-Hu Hu , Rui Tang , Xinmin Zhan\",\"doi\":\"10.1016/j.watres.2025.124133\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>During epizootic outbreaks in intensive livestock operations, wastewater serves as a critical transmission vector for zoonotic pathogens, necessitating advanced disinfection to mitigate public health hazards. Ultraviolet (UV) disinfection is commonly utilized in wastewater treatment, but the tailing phenomenon poses a significant challenge in suspended solids (SS)-enriched livestock wastewater. The mechanistic relationship between SS particle size and tailing dynamics remains poorly characterized. This study investigated the role of different-sized SS on the tailing levels of two typical fecal indicator bacteria (FIB) during UV disinfection of dairy wastewater through a combined experimental-modeling approach. Inactivation efficiency increased with initial increasing UV dose, but tailing effects emerged at UV dose beyond 513 mJ/cm², resulting in residual FIB concentrations of 5.07–5.21 log<sub>10</sub> CFU/L with <em>enterococci</em> exhibiting higher tailing level than total coliforms. Despite SS >1000 <em>μ</em>m accounting for 43.9% of total solids, >85% of FIB colonized on SS <200 <em>μ</em>m. This preferential association was linked to higher concentrations of extracellular polymeric substances, predominantly polysaccharides, on smaller particles. The critical SS size was identified at 337 <em>μ</em>m for total coliforms and 233 <em>μ</em>m for <em>enterococci</em>, respectively, which dominated the tailing level due to dual inhibitory effects on UV disinfection: (1) optical attenuation through UV absorption, and (2) physical shielding of embedded microorganisms. A novel disinfection tailing level prediction model for wastewater with high SS was developed by combining empirical SS size-tailing relationships with the principle of integration. The model demonstrated high accuracy (mean absolute error = 0.116 and Nash-Sutcliffe efficiency = 0.908) and precision (standard deviation = 0.134). These findings advance mechanistic understanding of SS-mediated tailing phenomena and offer actionable insights for biosecurity management of wastewater during epizootic events of animal farms.</div></div>\",\"PeriodicalId\":443,\"journal\":{\"name\":\"Water Research\",\"volume\":\"285 \",\"pages\":\"Article 124133\"},\"PeriodicalIF\":12.4000,\"publicationDate\":\"2025-06-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Water Research\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0043135425010401\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ENVIRONMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water Research","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0043135425010401","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
Suspended solids dominated tailing effect in UV disinfection of livestock wastewater: Mechanistic deciphering and modelling prediction for epidemic control
During epizootic outbreaks in intensive livestock operations, wastewater serves as a critical transmission vector for zoonotic pathogens, necessitating advanced disinfection to mitigate public health hazards. Ultraviolet (UV) disinfection is commonly utilized in wastewater treatment, but the tailing phenomenon poses a significant challenge in suspended solids (SS)-enriched livestock wastewater. The mechanistic relationship between SS particle size and tailing dynamics remains poorly characterized. This study investigated the role of different-sized SS on the tailing levels of two typical fecal indicator bacteria (FIB) during UV disinfection of dairy wastewater through a combined experimental-modeling approach. Inactivation efficiency increased with initial increasing UV dose, but tailing effects emerged at UV dose beyond 513 mJ/cm², resulting in residual FIB concentrations of 5.07–5.21 log10 CFU/L with enterococci exhibiting higher tailing level than total coliforms. Despite SS >1000 μm accounting for 43.9% of total solids, >85% of FIB colonized on SS <200 μm. This preferential association was linked to higher concentrations of extracellular polymeric substances, predominantly polysaccharides, on smaller particles. The critical SS size was identified at 337 μm for total coliforms and 233 μm for enterococci, respectively, which dominated the tailing level due to dual inhibitory effects on UV disinfection: (1) optical attenuation through UV absorption, and (2) physical shielding of embedded microorganisms. A novel disinfection tailing level prediction model for wastewater with high SS was developed by combining empirical SS size-tailing relationships with the principle of integration. The model demonstrated high accuracy (mean absolute error = 0.116 and Nash-Sutcliffe efficiency = 0.908) and precision (standard deviation = 0.134). These findings advance mechanistic understanding of SS-mediated tailing phenomena and offer actionable insights for biosecurity management of wastewater during epizootic events of animal farms.
期刊介绍:
Water Research, along with its open access companion journal Water Research X, serves as a platform for publishing original research papers covering various aspects of the science and technology related to the anthropogenic water cycle, water quality, and its management worldwide. The audience targeted by the journal comprises biologists, chemical engineers, chemists, civil engineers, environmental engineers, limnologists, and microbiologists. The scope of the journal include:
•Treatment processes for water and wastewaters (municipal, agricultural, industrial, and on-site treatment), including resource recovery and residuals management;
•Urban hydrology including sewer systems, stormwater management, and green infrastructure;
•Drinking water treatment and distribution;
•Potable and non-potable water reuse;
•Sanitation, public health, and risk assessment;
•Anaerobic digestion, solid and hazardous waste management, including source characterization and the effects and control of leachates and gaseous emissions;
•Contaminants (chemical, microbial, anthropogenic particles such as nanoparticles or microplastics) and related water quality sensing, monitoring, fate, and assessment;
•Anthropogenic impacts on inland, tidal, coastal and urban waters, focusing on surface and ground waters, and point and non-point sources of pollution;
•Environmental restoration, linked to surface water, groundwater and groundwater remediation;
•Analysis of the interfaces between sediments and water, and between water and atmosphere, focusing specifically on anthropogenic impacts;
•Mathematical modelling, systems analysis, machine learning, and beneficial use of big data related to the anthropogenic water cycle;
•Socio-economic, policy, and regulations studies.