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远紫外C预处理溶解有机物对实际地表水消毒过程中挥发性消毒副产物削减的影响:来自非靶向高分辨率质谱和可解释机器学习的启示

Effect of far UVC pretreated dissolved organic matter on volatile disinfection byproducts abatement in real surface water disinfection process: Implications from non-targeted high-resolution mass spectrometry and interpretable machine learning.

作者信息

Huang Pengcheng, Wang Honglie, Sun Qiyuan, Wang Feifeng, Guo Guanghui, Wang Xiaoyan

机构信息

College of Environmental and Resource Sciences, Fujian Normal University, Fuzhou, Fujian 350117, China.

College of Environmental and Resource Sciences, Fujian Normal University, Fuzhou, Fujian 350117, China; Fujian Key Laboratory of Pollution Control & Resource Reuse, Fuzhou, Fujian 350117, China; Fujian College and University Engineering Research Center for Municipal Waste Resourceization and Management, Fuzhou, Fujian 350117, China.

出版信息

Water Res. 2025 Jul 8;286:124190. doi: 10.1016/j.watres.2025.124190.

Abstract

Ultraviolet (UV) pretreatment can alter the molecular components of dissolved organic matter (DOM) in raw water, thereby influencing the formation potential of disinfection byproducts (DBPs) during free chlorine disinfection of drinking water treatment. This study systematically evaluated the effect of four representative wavelengths of UV irradiation (including far UVC) on DOM components transformation and DBPs formation in real surface water. By combing Fourier transform-ion cyclotron resonance mass spectroscopy (FT-ICR MS) with interpretable machine learning, the key molecular features and phototransformation pathways responsible for DBP precursor behavior under UV irradiation were effectively identified. The results demonstrated that all the four types of UV irradiation promoted DOM transforming from high molecular weight (MW) and aromatic components to low MW and saturated one, which easily reacted with bromide ions and free chlorine to generate bromine-chlorine mixed DBPs. Notably, UV and UV tended to decompose nitrogen- and sulfur-containing components of DOM and reduce their reaction pathways, resulting in a lower yield of nitrogenous DBPs (N-DBPs). By contrast, UV and UV preferred to degrade DOM components with high H/C, resulting in a high dose of carbon-containing DBPs (C-DBPs). The inhibitory effect of UV pretreatment on the formation of trichloronitromethane was lower than that of UV, which could attribute to its lower capability on reducing number of chlorination reaction pathway of aromatic compounds in DOM. Nonetheless, the calculated toxicity of volatile DBPs was lower in chlorinated UV-pretreated waters than in chlorinated raw water, indicating that UV-pretreatment had positive effect on DBPs abatement. These findings provide practical guidance for selecting specific wavelength UV pretreatment strategies to minimize DBPs formation. This work also expands current knowledge by demonstrating the mechanistic differences in DOM phototransformation and DBPs generation across multiple UV wavelengths, advancing the field toward more targeted and efficient disinfection control strategies.

摘要

紫外线(UV)预处理可以改变原水中溶解性有机物(DOM)的分子组成,从而影响饮用水处理中自由氯消毒过程中消毒副产物(DBPs)的生成潜力。本研究系统评估了四种代表性波长的紫外线照射(包括远紫外线C)对实际地表水DOM组分转化和DBPs生成的影响。通过将傅里叶变换离子回旋共振质谱(FT-ICR MS)与可解释的机器学习相结合,有效识别了紫外线照射下负责DBP前体行为的关键分子特征和光转化途径。结果表明,所有四种类型的紫外线照射均促进DOM从高分子量(MW)和芳香族组分向低MW和饱和组分转化,后者易于与溴离子和自由氯反应生成溴-氯混合DBPs。值得注意的是,UV和UV倾向于分解DOM中含氮和含硫组分并减少其反应途径,导致含氮消毒副产物(N-DBPs)产量较低。相比之下,UV和UV更倾向于降解具有高H/C的DOM组分,导致产生高剂量的含碳消毒副产物(C-DBPs)。UV预处理对三氯硝基甲烷形成的抑制作用低于UV,这可能归因于其降低DOM中芳香族化合物氯化反应途径数量的能力较低。尽管如此,氯化紫外线预处理水中挥发性DBPs的计算毒性低于氯化原水,表明紫外线预处理对减少DBPs具有积极作用。这些发现为选择特定波长的紫外线预处理策略以尽量减少DBPs的形成提供了实际指导。这项工作还通过展示多种紫外线波长下DOM光转化和DBPs生成的机制差异,扩展了当前的知识,推动该领域朝着更有针对性和高效的消毒控制策略发展。

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