Kevin Daffa Prasetya , Fahir Hassan , Yu-Ting Yen , Po-Yu Chen , Jheng-Jie Jiang , Ya-Fen Wang , Sheng-Jie You
{"title":"通过分布模式和沉降动力学模型评估多阶段处理单元中微塑料的命运","authors":"Kevin Daffa Prasetya , Fahir Hassan , Yu-Ting Yen , Po-Yu Chen , Jheng-Jie Jiang , Ya-Fen Wang , Sheng-Jie You","doi":"10.1016/j.jconhyd.2025.104734","DOIUrl":null,"url":null,"abstract":"<div><div>Microplastics (MPs) are a new contaminant of global concern that have been found in wastewater treatment plants (WWTPs) as a result of human activities, which serve a dual function as critical barriers and pathways to natural waters and sludge-based applications. This study comprehensively evaluates the fate of MPs in multi-stage treatment units, covering both the water and sludge phases. It applies diversity assessments (Simpson Diversity Index [SDI], Shannon-Wiener Diversity Index [SWDI], and Principal Component Analysis [PCA]) and settling dynamics models (Mass Balance Model [MBM] and Terminal Settling Velocity Model [TSVM]). It was found that the concentration of MPs in water and sludge phases ranged from 2 to 1152 items/L and 35.65–85.05 × 10<sup>3</sup> items/kg DW, respectively. MPs removal at the Taoyuan WWTP achieved 97.42 % after nitrite-denitrification and phosphorus removal (TNCU) processes. Despite these high removal rates, fibers and fragments dominate the MPs in the water phases (35.36 % and 14.25 %) and sludge phases (21.06 % and 17.26 %), which are mostly 50–125 μm in size. Further confirmation of the polymer characteristics in both matrices revealed that rayon (51.12 %) and polystyrene (36.59 %) were dominant, respectively. Subsequently, the diversity assessments showed greater variation and homogeneity of MPs characteristics in the sludge phases than in the water phases. Meanwhile, PCA results showed that specific MP characteristics (e.g., shape, size, polymer type) significantly influenced their grouping patterns across treatment stages. Among settling dynamics fate models implemented in this study, MBM confirmed that MPs are accumulated in the sludge phases, while TSVM indicated that the settling mechanisms of MPs was strongly influenced by their size and density. These findings offer new insights into MPs' fate and behavior in WWTPs, supporting the development of more effective mitigation strategies.</div></div>","PeriodicalId":15530,"journal":{"name":"Journal of contaminant hydrology","volume":"276 ","pages":"Article 104734"},"PeriodicalIF":4.4000,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessing the fate of microplastics in multi-stage treatment units through distribution patterns and settling dynamics models\",\"authors\":\"Kevin Daffa Prasetya , Fahir Hassan , Yu-Ting Yen , Po-Yu Chen , Jheng-Jie Jiang , Ya-Fen Wang , Sheng-Jie You\",\"doi\":\"10.1016/j.jconhyd.2025.104734\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Microplastics (MPs) are a new contaminant of global concern that have been found in wastewater treatment plants (WWTPs) as a result of human activities, which serve a dual function as critical barriers and pathways to natural waters and sludge-based applications. This study comprehensively evaluates the fate of MPs in multi-stage treatment units, covering both the water and sludge phases. It applies diversity assessments (Simpson Diversity Index [SDI], Shannon-Wiener Diversity Index [SWDI], and Principal Component Analysis [PCA]) and settling dynamics models (Mass Balance Model [MBM] and Terminal Settling Velocity Model [TSVM]). It was found that the concentration of MPs in water and sludge phases ranged from 2 to 1152 items/L and 35.65–85.05 × 10<sup>3</sup> items/kg DW, respectively. MPs removal at the Taoyuan WWTP achieved 97.42 % after nitrite-denitrification and phosphorus removal (TNCU) processes. Despite these high removal rates, fibers and fragments dominate the MPs in the water phases (35.36 % and 14.25 %) and sludge phases (21.06 % and 17.26 %), which are mostly 50–125 μm in size. Further confirmation of the polymer characteristics in both matrices revealed that rayon (51.12 %) and polystyrene (36.59 %) were dominant, respectively. Subsequently, the diversity assessments showed greater variation and homogeneity of MPs characteristics in the sludge phases than in the water phases. Meanwhile, PCA results showed that specific MP characteristics (e.g., shape, size, polymer type) significantly influenced their grouping patterns across treatment stages. Among settling dynamics fate models implemented in this study, MBM confirmed that MPs are accumulated in the sludge phases, while TSVM indicated that the settling mechanisms of MPs was strongly influenced by their size and density. These findings offer new insights into MPs' fate and behavior in WWTPs, supporting the development of more effective mitigation strategies.</div></div>\",\"PeriodicalId\":15530,\"journal\":{\"name\":\"Journal of contaminant hydrology\",\"volume\":\"276 \",\"pages\":\"Article 104734\"},\"PeriodicalIF\":4.4000,\"publicationDate\":\"2025-09-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of contaminant hydrology\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0169772225002396\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of contaminant hydrology","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0169772225002396","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Assessing the fate of microplastics in multi-stage treatment units through distribution patterns and settling dynamics models
Microplastics (MPs) are a new contaminant of global concern that have been found in wastewater treatment plants (WWTPs) as a result of human activities, which serve a dual function as critical barriers and pathways to natural waters and sludge-based applications. This study comprehensively evaluates the fate of MPs in multi-stage treatment units, covering both the water and sludge phases. It applies diversity assessments (Simpson Diversity Index [SDI], Shannon-Wiener Diversity Index [SWDI], and Principal Component Analysis [PCA]) and settling dynamics models (Mass Balance Model [MBM] and Terminal Settling Velocity Model [TSVM]). It was found that the concentration of MPs in water and sludge phases ranged from 2 to 1152 items/L and 35.65–85.05 × 103 items/kg DW, respectively. MPs removal at the Taoyuan WWTP achieved 97.42 % after nitrite-denitrification and phosphorus removal (TNCU) processes. Despite these high removal rates, fibers and fragments dominate the MPs in the water phases (35.36 % and 14.25 %) and sludge phases (21.06 % and 17.26 %), which are mostly 50–125 μm in size. Further confirmation of the polymer characteristics in both matrices revealed that rayon (51.12 %) and polystyrene (36.59 %) were dominant, respectively. Subsequently, the diversity assessments showed greater variation and homogeneity of MPs characteristics in the sludge phases than in the water phases. Meanwhile, PCA results showed that specific MP characteristics (e.g., shape, size, polymer type) significantly influenced their grouping patterns across treatment stages. Among settling dynamics fate models implemented in this study, MBM confirmed that MPs are accumulated in the sludge phases, while TSVM indicated that the settling mechanisms of MPs was strongly influenced by their size and density. These findings offer new insights into MPs' fate and behavior in WWTPs, supporting the development of more effective mitigation strategies.
期刊介绍:
The Journal of Contaminant Hydrology is an international journal publishing scientific articles pertaining to the contamination of subsurface water resources. Emphasis is placed on investigations of the physical, chemical, and biological processes influencing the behavior and fate of organic and inorganic contaminants in the unsaturated (vadose) and saturated (groundwater) zones, as well as at groundwater-surface water interfaces. The ecological impacts of contaminants transported both from and to aquifers are of interest. Articles on contamination of surface water only, without a link to groundwater, are out of the scope. Broad latitude is allowed in identifying contaminants of interest, and include legacy and emerging pollutants, nutrients, nanoparticles, pathogenic microorganisms (e.g., bacteria, viruses, protozoa), microplastics, and various constituents associated with energy production (e.g., methane, carbon dioxide, hydrogen sulfide).
The journal''s scope embraces a wide range of topics including: experimental investigations of contaminant sorption, diffusion, transformation, volatilization and transport in the surface and subsurface; characterization of soil and aquifer properties only as they influence contaminant behavior; development and testing of mathematical models of contaminant behaviour; innovative techniques for restoration of contaminated sites; development of new tools or techniques for monitoring the extent of soil and groundwater contamination; transformation of contaminants in the hyporheic zone; effects of contaminants traversing the hyporheic zone on surface water and groundwater ecosystems; subsurface carbon sequestration and/or turnover; and migration of fluids associated with energy production into groundwater.