Abstract
The quality and quantity of dissolved organic matter (DOM) in lakes as well as its environmental effects associated with the unintended disinfection by-products (DBPs) have received continuous attention. This work investigated the spatiotemporal dynamics of DOM in Shengzhong Lake in southwest China and the formed DBPs during the chlorine disinfection process. The results showed that lake water in summer had significantly higher dissolved oxygen and dissolved organic carbon than that in winter. In contrast, DOM in winter demonstrated an obviously higher aromaticity and molecular weight than that in summer. Four fluorescence components, i.e., terrestrial humic-like substances (C1), protein-like substances (C2), and microbial humic-like substances (C3 and C4), were identified, and their relative abundance followed in the order of C3 > C4 > C2 > C1 in winter and C4 > C3 > C1 > C2 in summer. The formation potential of trihalomethanes and haloacetic acids in winter was higher and lower than that in summer, which was mainly ascribed to the content of aromatic and hydrophobic substances. Compared to the significant seasonal dynamic, the spatial variation of DOM and the formed DBPs was not obvious. This work sheds light on the spatial-temporal distribution of DOM and the potentially formed DBPs in Shengzhong Lake, and will be helpful for understanding the biogeochemical cycle of carbon and assessing the drinking water safety.
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Data is available upon request from the authors.
References
Batista-Andrade JA, Diaz E, Iglesias Vega D, Hain E, Rose MR, Blaney L (2023) Spatiotemporal analysis of fluorescent dissolved organic matter to identify the impacts of failing sewer infrastructure in urban streams. Water Research 229:119521. https://doi.org/10.1016/j.watres.2022.119521
Beggs KMH, Summers RS (2011) Character and chlorine reactivity of dissolved organic matter from a mountain pine beetle impacted watershed. Environ Sci Technol 45:5717–5724. https://doi.org/10.1021/es1042436
Bond T, Goslan EH, Parsons SA, Jefferson B (2012) A critical review of trihalomethane and haloacetic acid formation from natural organic matter surrogates. Environ Technol Rev 1:93–113. https://doi.org/10.1080/09593330.2012.705895
Bond T, Templeton MR, Graham N (2012) Precursors of nitrogenous disinfection by-products in drinking water––a critical review and analysis. J Hazard Mater 235–236:1–16. https://doi.org/10.1016/j.jhazmat.2012.07.017
Catalán N, Marcé R, Kothawala DN, Tranvik LJ (2016) Organic carbon decomposition rates controlled by water retention time across inland waters. Nature Geoscience 9:501–504. https://doi.org/10.1038/ngeo2720
Chen M, Jung J, Lee YK, Hur J (2018) Surface accumulation of low molecular weight dissolved organic matter in surface waters and horizontal off-shelf spreading of nutrients and humic-like fluorescence in the Chukchi Sea of the Arctic Ocean. Sci Total Environ 639:624–632. https://doi.org/10.1016/j.scitotenv.2018.05.205
Deborde M, von Gunten U (2008) Reactions of chlorine with inorganic and organic compounds during water treatment—kinetics and mechanisms: a critical review. Water Research 42:13–51. https://doi.org/10.1016/j.watres.2007.07.025
Dickenson ERV, Summers RS, Croué JP, Gallard H (2008) Haloacetic acid and trihalomethane formation from the chlorination and bromination of aliphatic β-Dicarbonyl acid model compounds. Environ Sci Technol 42:3226–3233. https://doi.org/10.1021/es0711866
Dilling J, Kaiser K (2002) Estimation of the hydrophobic fraction of dissolved organic matter in water samples using UV photometry. Water Research 36:5037–5044. https://doi.org/10.1016/S0043-1354(02)00365-2
Espinosa-Díaz LF, Zapata-Rey YT, Ibarra-Gutierrez K, Bernal CA (2021) Spatial and temporal changes of dissolved oxygen in waters of the Pajarales complex, Ciénaga Grande de Santa Marta: two decades of monitoring. Sci The Total Environ 785:147203. https://doi.org/10.1016/j.scitotenv.2021.147203
Feng L, Zhang J, Fan J, Wei L, He S, Wu H (2022) Tracing dissolved organic matter in inflowing rivers of Nansi Lake as a storage reservoir: implications for water-quality control. Chemosphere 286:131624. https://doi.org/10.1016/j.chemosphere.2021.131624
Fernández-Pascual E, Droz B, O’Dwyer J, O’Driscoll C, Goslan EH, Harrison S, Weatherill J (2023) Fluorescent dissolved organic matter components as surrogates for disinfection byproduct formation in drinking water: a critical review. ACS ES&T Water 3:1997–2008. https://doi.org/10.1021/acsestwater.2c00583
Gilca AF, Teodosiu C, Fiore S, Musteret CP (2020) Emerging disinfection byproducts: a review on their occurrence and control in drinking water treatment processes. Chemosphere 259:127476. https://doi.org/10.1016/j.chemosphere.2020.127476
Han Z, Xiao M, Yue F, Yi Y, Mostofa KMG (2021) Seasonal variations of dissolved organic matter by fluorescent analysis in a typical river catchment in northern China. Water 13(4):494. https://doi.org/10.3390/w13040494
He W, Hur J (2015) Conservative behavior of fluorescence EEM-PARAFAC components in resin fractionation processes and its applicability for characterizing dissolved organic matter. Water Research 83:217–226. https://doi.org/10.1016/j.watres.2015.06.044
Helms JR, Stubbins A, Ritchie JD, Minor EC, Kieber DJ, Mopper K (2008) Absorption spectral slopes and slope ratios as indicators of molecular weight, source, and photobleaching of chromophoric dissolved organic matter. Limnol Oceanography 53:955–969. https://doi.org/10.4319/lo.2008.53.3.0955
Hu Y, Qian Y, Chen Y, Guo J, Song J, An D (2021) Characteristics of trihalomethane and haloacetic acid precursors in filter backwash and sedimentation sludge waters during drinking water treatment. Sci Total Environ 775:145952. https://doi.org/10.1016/j.scitotenv.2021.145952
Ishii SKL, Boyer TH (2012) Behavior of reoccurring PARAFAC ccomponents in fluorescent dissolved organic matter in natural and engineered systems: a critical review. Environ Sci Technol 46:2006–2017. https://doi.org/10.1021/es2043504
Kellerman AM, Dittmar T, Kothawala DN, Tranvik LJ (2014) Chemodiversity of dissolved organic matter in lakes driven by climate and hydrology. Nature Commun 5:3804. https://doi.org/10.1038/ncomms4804
Kellerman AM, Kothawala DN, Dittmar T, Tranvik LJ (2015) Persistence of dissolved organic matter in lakes related to its molecular characteristics. Nature Geoscience 8:454–457. https://doi.org/10.1038/ngeo2440
Laurent A, Fennel K, Cai WJ, Huang WJ, Barbero L, Wanninkhof R (2017) Eutrophication-induced acidification of coastal waters in the northern Gulf of Mexico: insights into origin and processes from a coupled physical-biogeochemical model. Geophys Res Letters 44:946–956. https://doi.org/10.1002/2016GL071881
Li XF, Mitch WA (2018) Drinking water disinfection byproducts (DBPs) and human health effects: multidisciplinary challenges and opportunities. Environ Sci Technol 52:1681–1689. https://doi.org/10.1021/acs.est.7b05440
Li C, Wang D, Xu X, Wang Z (2017) Formation of known and unknown disinfection by-products from natural organic matter fractions during chlorination, chloramination, and ozonation. Sci Total Environ 587–588:177–184. https://doi.org/10.1016/j.scitotenv.2017.02.108
Li Y, Chen Z, Chen J, Castellano MJ, Ye C, Zhang N, Miao Y, Zheng H, Li J, Ding W (2022) Oxygen availability regulates the quality of soil dissolved organic matter by mediating microbial metabolism and iron oxidation. Global Change Biology 28:7410–7427. https://doi.org/10.1111/gcb.16445
Lin H, Guo L (2020) Variations in colloidal DOM composition with molecular weight within individual water samples as characterized by flow field-flow fractionation and EEM-PARAFAC analysis. Environ Sci Technol 54:1657–1667. https://doi.org/10.1021/acs.est.9b07123
Liu S, Hou J, Suo C, Chen J, Liu X, Fu R, Wu F (2022) Molecular-level composition of dissolved organic matter in distinct trophic states in Chinese lakes: implications for eutrophic lake management and the global carbon cycle. Water Research 217:118438. https://doi.org/10.1016/j.watres.2022.118438
Liu D, Li X, Qiao Q, Bai L, Lu Z, Zhang Y, Lu C (2024) Assessment of phosphorus pollution and phosphorus release mechanisms of sediment in the Tuojiang River, Southwest China. J Hydrol: Region Stud 51:101635. https://doi.org/10.1016/j.ejrh.2023.101635
Long Z, Ji Z, Pei Y (2023) Characteristics and distribution of phosphorus in surface sediments of a shallow lake. J Environ Sci 124:50–60. https://doi.org/10.1016/j.jes.2021.10.012
Murphy KR, Stedmon CA, Graeber D, Bro R (2013) Fluorescence spectroscopy and multi-way techniques. PARAFAC. Analytical Methods 5:6557–6566. https://doi.org/10.1039/C3AY41160E
Murphy KR, Stedmon CA, Wenig P, Bro R (2014) OpenFluor–an online spectral library of auto-fluorescence by organic compounds in the environment. Analytical Methods 6:658–661. https://doi.org/10.1039/C3AY41935E
Shah AD, Mitch WA (2012) Halonitroalkanes, halonitriles, haloamides, and N-nitrosamines: a critical review of nitrogenous disinfection byproduct formation pathways. Environ Sci Technol 46:119–131. https://doi.org/10.1021/es203312s
Shi Y, Zhang L, Li Y, Zhou L, Zhou Y, Zhang Y, Huang C, Li H, Zhu G (2020) Influence of land use and rainfall on the optical properties of dissolved organic matter in a key drinking water reservoir in China. Sci Total Environ 699:134301. https://doi.org/10.1016/j.scitotenv.2019.134301
Singer PC (1999) Humic substances as precursors for potentially harmful disinfection by-products. Water Science and Technology 40:25–30. https://doi.org/10.1016/S0273-1223(99)00636-8
Starr S, Johnston SE, Sobolev N, Perminova I, Kellerman A, Fiske G, Bulygina E, Shiklomanov A, McKenna A, Spencer RGM (2023): Characterizing uncertainty in pan-arctic land-ocean dissolved organic carbon flux: insights from the Onega River, Russia. Journal of Geophysical Research: Biogeosciences 128, e2022JG007073. https://doi.org/10.1029/2022JG007073
Stedmon CA, Markager S, Bro R (2003) Tracing dissolved organic matter in aquatic environments using a new approach to fluorescence spectroscopy. Marine Chemistry 82:239–254. https://doi.org/10.1016/S0304-4203(03)00072-0
Tang Y, Chen L, Jiang Z, Jing A, Hu Y, Xiao J (2020) Spatio-temporal variation of water quality and identification of eutrophication-controlling factors in Shengzhong Lake. Admin Technique Environ Monit 32:56–59. https://doi.org/10.19501/j.cnki.1006-2009.2020.01.005
Wang JJ, Dahlgren RA, Erşan MS, Karanfil T, Chow AT (2015) Wildfire altering terrestrial precursors of disinfection byproducts in forest detritus. Environ Sci Technol 49:5921–5929. https://doi.org/10.1021/es505836m
Xiao M, Chen Z, Zhang Y, Wen Y, Shang L, Zhong J (2022) The optical characterization and distribution of dissolved organic matter in water regimes of Qilian Mountains Watershed. Int J Environ Res Public Health 19(1):59. https://doi.org/10.3390/ijerph19010059
Xu X, Kang J, Shen J, Zhao S, Wang B, Zhang X, Chen Z (2021) EEM–PARAFAC characterization of dissolved organic matter and its relationship with disinfection by-products formation potential in drinking water sources of northeastern China. Science of The Total Environment 774:145297. https://doi.org/10.1016/j.scitotenv.2021.145297
Yang L, Chen Y, Lei J, Zhu Z (2022) Effects of coastal aquaculture on sediment organic matter: assessed with multiple spectral and isotopic indices. Water Research 223:118951. https://doi.org/10.1016/j.watres.2022.118951
Young TR, Deem S, Leslie JC, Salo-Zieman V, He H, Dodd MC (2020) Drivers of disinfection byproduct formation and speciation in small, chlorinated coastal groundwater systems: relative roles of bromide and organic matter, and the need for improved source water characterization and monitoring. Environ Sci: Water Res Technol 6:3361–3379. https://doi.org/10.1039/D0EW00663G
Zhang GL, Zhang J, Liu SM, Ren JL, Zhao YC (2010) Nitrous oxide in the Changjiang (Yangtze River) Estuary and its adjacent marine area: riverine input, sediment release and atmospheric fluxes. Biogeosciences 7:3505–3516. https://doi.org/10.5194/bg-7-3505-2010
Zhang Y, Yin Y, Liu X, Shi Z, Feng L, Liu M, Zhu G, Gong Z, Qin B (2011) Spatial-seasonal dynamics of chromophoric dissolved organic matter in Lake Taihu, a large eutrophic, shallow lake in China. Organic Geochemistry 42:510–519. https://doi.org/10.1016/j.orggeochem.2011.03.007
Zhang X, Zhao J, Ding L, Li Y, Liu H, Zhao Y, Fu G (2022) Eutrophication evolution trajectory influenced by human activities and climate in the shallow Lake Gehu. China. Ecological Indicators 138:108821. https://doi.org/10.1016/j.ecolind.2022.108821
Zhou H, Tian L, Ni M, Zhu S, Zhang R, Wang L, Wang M, Wang Z (2022) Effect of dissolved organic matter and its fractions on disinfection by-products formation upon karst surface water. Chemosphere 308:136324. https://doi.org/10.1016/j.chemosphere.2022.136324
Funding
This work was supported by the National Natural Science Foundation of China (22176199, 42192571, 41807379), Natural Science Foundation of Sichuan Province (Grant No. 24NSFSC1469), Jinan University and Institute Innovation Team Project (2021GXRC061), and Special Project of Eco-environmental Technology for Peak Carbon Dioxide Emissions and Carbon Neutrality (RCEES-TDZ-2021-14).
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All authors contributed to the study conception and design. Investigation, visualization, validation, and original draft writing were conducted by Yunwen Wang. Investigation, methodology, and validation were completed by Dong Ren, Yunxiang Li, and Zhineng Hao. Conceptualization, methodology, supervision, original draft writing, review, and editing were conducted by Dong Ren, Jingfu Liu, and Zhineng Hao. All authors read and approved the final manuscript.
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Wang, Y., Ren, D., Li, Y. et al. Spatiotemporal dynamics of dissolved organic matter and disinfection by-products formation potential of Shengzhong Lake in southwest China. Environ Sci Pollut Res 31, 21568–21577 (2024). https://doi.org/10.1007/s11356-024-32548-y
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DOI: https://doi.org/10.1007/s11356-024-32548-y